5 Ps of Marketing Explained

Marketing
September 16, 2024
0 min read

While most of us may have studied or heard about the 5 Ps of marketing, a quick revision wouldn’t hurt, right?

This time, imagine marketing your grandma’s secret recipe - each ingredient is carefully chosen to create a yummy dish that leaves you craving for more. In her special recipe marketing, there's a tried-and-true formula that has stood the test of time: the 5 Ps. Think of it as your secret mix for success in the kitchen!

Did you know?

Prof. James Culliton of Harvard University cooked up this concept in the 1940s. He called it the "4 Ps of the marketing mix." But just like any great recipe, it evolved, adding one more essential ingredient to the mix.

These five Ps are

1. Product

The main dish that everyone's here to taste.

2. Price

Price sets the tone, like the price tag on a menu, signalling whether it's a budget-friendly meal or a gourmet treat.

3. Promotion

Promotion is your chef's special, the aroma that draws customers in, whether it's through flashy ads or word-of-mouth.

4. Place

The cozy restaurant tucked away on a street corner or the trendy food truck parked in the heart of the city. It's all about convenience and accessibility, making sure your customers can feast on your offerings wherever they are.

5. People

The friendly faces behind the counter, the enthusiastic servers, and the satisfied customers and influencers singing your praises. They're the ones who bring your brand to life, turning first-time visitors into loyal fans with every interaction.

As legendary marketer Seth Godin once said, "Marketing is no longer about the stuff that you make, but about the stories you tell." And the 5 Ps? Well, they're the mix that helps you cook up those irresistible stories, leaving your customers hungry for more.

So, grab your apron and sharpen those knives. Let's dive right in to uncover the secrets to crafting a recipe for success.

5 Ps of Marketing Chart
Source: https://userguiding.com/blog/the-5-ps-of-marketing/

I. Product

The product is the essence of any business; it's what you offer to fulfill your customers' needs or desires. Without a compelling product, the other elements of marketing lose their significance. Your product is at the heart of your brand identity and the primary way you create value for your customers.

Your product encompasses everything from the physical attributes of what you're selling to the intangible benefits it provides. This includes features, design, quality, branding, packaging, and even the customer experience associated with your offering. It's about crafting something that meets a specific need or solves a particular problem for your target audience.

Types of Products

  • Digital Products

As you may already know, these are intangible goods or services delivered electronically. Examples include software, e-books, online courses, and digital downloads. Digital products offer scalability, low distribution costs, and the ability to deliver instant gratification to customers.

  • Physical Products

These are tangible goods that customers can touch, feel, and use. Examples range from consumer goods like electronics and apparel to industrial products like machinery and equipment. Physical products often involve manufacturing, inventory management, and distribution logistics.

Points for Consideration

  • Product Development Activities

These include market research, ideation, prototyping, testing, and refinement. By understanding your target market's preferences and pain points, you can develop products that resonate with them. Continuous improvement based on customer feedback ensures that your offerings remain relevant and competitive.

  • Product Lifecycle

Products go through distinct stages – introduction, growth, maturity, and decline – each requiring different strategies. Understanding where your product stands in its lifecycle helps you anticipate market dynamics and plan accordingly. It also informs decisions about product extensions, updates, or discontinuations.

  • Distribution Channels

How you deliver your product to customers is crucial. Distribution channels can include direct sales, retail stores, e-commerce platforms, wholesalers, or a combination of these. Choosing the right channels depends on factors like target market preferences, geographic reach, and cost considerations.

Example

Let's consider the example of a smartphone. The product itself encompasses the physical device – its design, features, and specifications. However, it also includes intangible elements such as the brand reputation, user interface, and ecosystem of apps and services. Product development activities for a smartphone might involve market research to identify consumer preferences, iterative design processes to refine the user experience, and testing to ensure reliability and performance. Throughout its lifecycle, the smartphone may be distributed through various channels, including retail stores, telecom carriers, and online marketplaces. In a digital era, smartphone manufacturers also leverage software updates and app ecosystems to enhance the product's value proposition and longevity.

II. Price

Pricing entails setting a monetary value for your product or service that reflects its perceived worth to customers. It involves considering factors like production costs, competitor pricing, market demand, and customer willingness to pay. Effective pricing strategies align with your business objectives, target market, and positioning in the marketplace.

Price is crucial because it determines the value exchange between you and your customers. It's not just about putting a number on your product or service; it's about finding the sweet spot that balances what customers are willing to pay with the profitability of your business. Price directly influences consumer perceptions, purchase decisions, and your overall competitiveness in the market.

Factors that help brands make pricing decisions

  • Cost-based Pricing

Calculating the total cost of production, distribution, and marketing, and adding a markup to ensure profitability.

  • Value-based Pricing

Assessing the perceived value of the product or service to the customer and pricing accordingly.

  • Competitive Pricing

Analyzing competitor pricing strategies and positioning your product accordingly in the market.

  • Demand-based Pricing

Setting prices based on supply and demand dynamics, adjusting prices to maximize revenue during peak periods or to stimulate demand during off-peak times.

  • Psychological Pricing

Leveraging pricing tactics such as charm pricing (ending prices in 9 or 99), prestige pricing (setting high prices to convey luxury or exclusivity), or price bundling (offering multiple products or services for a single price) to influence consumer perception and behavior.

Pricing Strategies

  • Dynamic Pricing

This strategy involves adjusting prices in real-time based on factors like demand, seasonality, competitor pricing, and customer behavior. Airlines, hotels, and ride-sharing services often use dynamic pricing algorithms to optimize revenue.

  • Pricing Tiers

Offering multiple price points allows you to cater to different customer segments with varying needs and budgets. For example, software companies may offer tiered pricing plans with basic, standard, and premium features to appeal to different user groups.

  • Subscription-based Pricing

Subscriptions offer customers ongoing access to a product or service for a recurring fee. This model provides predictable revenue streams for businesses and fosters customer loyalty through continuous value delivery. Examples include streaming services like Netflix and software-as-a-service (SaaS) platforms like Adobe Creative Cloud.

  • Minimum Pricing and Maximum Ceiling

Establishing a floor price prevents undervaluing your product or service, maintaining brand integrity and profitability. Similarly, setting a maximum ceiling ensures that prices remain competitive without alienating price-sensitive customers.

  • Deferred Payments

Allowing customers to pay for products or services over time through installment plans or financing options can increase affordability and purchasing flexibility. However, it's essential to assess credit risk and ensure timely payments.

  • Discounts and Coupons

Offering temporary price reductions or promotional incentives can stimulate sales, attract new customers, and reward loyalty. Whether through seasonal sales, loyalty programs, or referral discounts, discounts and coupons can create a sense of urgency and incentivize action.

Example: Coffee Shop

Let's consider the example of a coffee shop. The price of a cup of coffee may vary based on factors such as the quality of beans, location, and competition. The coffee shop may implement dynamic pricing during peak hours, increasing prices to capitalize on high demand and maintain profitability. 

Additionally, they may offer pricing tiers for different coffee sizes or specialty drinks, catering to varying customer preferences and budgets. To encourage repeat business, the coffee shop could introduce a subscription model, where customers pay a monthly fee for unlimited coffee refills or exclusive discounts. They may also participate in price comparison sites to showcase their competitive pricing and attract new customers searching for the best deals. 

Finally, the coffee shop could offer discounts or coupons during off-peak hours to drive traffic and boost sales during slower periods. Through a strategic approach to pricing, the coffee shop maximizes revenue while delivering value to customers.

Example: Netflix Subscription Tiers

Netflix's pricing strategy for its subscription-based streaming service is a prime example of catering to diverse customer needs while maximizing revenue. Netflix offers multiple subscription tiers, each tailored to different usage levels and budget preferences.

The basic tier offers access to standard-definition content on one screen at a time, making it an affordable option for individual users. In contrast, the premium tier provides access to ultra-high-definition content on up to four screens simultaneously, catering to families or users who value premium features.

Furthermore, Netflix adjusts its pricing periodically to reflect changes in content offerings, market demand, and competitive pressures. This dynamic pricing approach allows Netflix to optimize its revenue while providing value to its diverse customer base.

By offering a range of pricing options and periodically adjusting its rates, Netflix effectively balances affordability with value, ensuring a competitive edge in the crowded streaming market.

III. Promotions

Promotions encompass all activities aimed at communicating the value proposition of a product or service to the target audience. This includes advertising, public relations, sales promotions, personal selling, direct marketing, and digital marketing efforts. 

Your promotions play a crucial role in the marketing mix because they serve as the primary means of communication between businesses and consumers. While the product addresses customer needs, the price reflects the perceived value, and the place ensures accessibility, promotions amplify these elements and influence consumer perception and behavior.

The goal of promotions is to create awareness, stimulate interest, generate desire, and ultimately drive action or purchase intent among consumers. Effective promotions can differentiate a brand, build brand equity, and ultimately drive sales and revenue.

Distribution Channels for Promotions

Promotions can be distributed through various channels, both traditional and digital, depending on the target audience, budget, and marketing objectives. 

Common distribution channels for promotions include:

  • Television, radio, and print advertisements
  • Social media platforms (Facebook, Instagram, Twitter, LinkedIn)
  • Online display ads and search engine marketing (Google Ads)
  • Email marketing campaigns
  • Influencer partnerships and collaborations
  • Public relations activities (Press Releases, Media Events)
  • Sales promotions (Discounts, Coupons, Rebates)

Factors to consider while choosing the Promotional Channel

Choosing the right promotional channels requires careful consideration of various factors, including

  • Target Audience 

Understanding the demographics, psychographics, and media consumption habits of your target audience helps identify the most effective channels to reach them.

  • Budget 

Assessing the available budget and cost-effectiveness of different channels helps prioritize promotional activities and allocate resources accordingly.

  • Objectives 

Aligning promotional channels with specific marketing objectives – whether it's building brand awareness, driving website traffic, or increasing sales – ensures that efforts are focused and measurable.

  • Reach and Frequency 

Evaluating the reach and frequency potential of each channel helps maximize exposure and engagement with the target audience.

  • Competitive Landscape 

Analyzing competitors' promotional strategies and presence across different channels can inform decisions about where to allocate resources for maximum impact.

  • Integration and Consistency 

Ensuring consistency and synergy across promotional channels and messaging helps reinforce brand identity and enhance the overall customer experience.

Example: Clothing Brand

Let's consider the example of a clothing brand launching a new product line targeting young adults. To promote the new collection, the brand might leverage a mix of promotional channels

  • Social Media

Launching teaser posts on Instagram and Facebook to build anticipation, followed by sponsored ads showcasing the products and directing users to the brand's website.

  • Influencer Marketing

Partnering with fashion influencers and bloggers to create sponsored content featuring the new collection and sharing their reviews and styling tips with their followers.

  • Email Marketing

Sending out targeted email campaigns to subscribers announcing the product launch, offering exclusive discounts, and inviting them to shop the collection online. Here are Google’s latest guidelines for bulk email senders (2024).

  • Pop-Up Events 

Hosting experiential pop-up events in trendy locations frequented by the target audience, where customers can preview and purchase the new collection while enjoying music, refreshments, and interactive activities.

  • Public Relations 

Securing media coverage in fashion magazines, blogs, and online publications to generate buzz and raise awareness about the brand and its new collection.

Example: Nike's "Just Do It" Campaign

Nike's "Just Do It" campaign stands as a timeless example of effective promotion that transcends traditional advertising to inspire and motivate consumers. Launched in 1988, the campaign features iconic slogans and powerful imagery that resonate with athletes and non-athletes alike.

Through compelling storytelling and endorsements by prominent athletes like Michael Jordan and Serena Williams, Nike positions itself as a brand that champions determination, perseverance, and excellence. The campaign's message of empowerment transcends mere product promotion, fostering a deep emotional connection with consumers.

Moreover, Nike's strategic use of multiple promotion channels, including television commercials, print ads, social media, and sponsorships, ensures widespread visibility and engagement. By leveraging the power of storytelling and aligning its messaging with core brand values, Nike's "Just Do It" campaign continues to inspire and resonate with audiences worldwide.

IV. Place

Place, also known as distribution, encompasses the methods and channels through which products or services are made available to customers. It involves everything from the physical locations where products are sold to the logistical processes involved in getting them there. Place ensures that products are accessible and convenient for customers to purchase.

So why is ‘place’ so important?
Place is critical because even the most innovative product, compelling price, and effective promotion are futile if customers can't access or obtain the product conveniently. It ensures that the right product is available at the right time, in the right quantity, and in the right location. 

The ‘place’ is where the transaction between the business and the customer occurs, making it a pivotal part of the marketing mix.

Types of Distribution Channels

Distribution channels refer to the pathways through which products move from the manufacturer to the end consumer. Fulfillment is the process of receiving, processing, and then delivering customer orders. 

Common distribution channels and fulfillment methods include

  • Direct Distribution

Involves selling products directly from the manufacturer to the end consumer without intermediaries. Examples include company-owned retail stores, e-commerce websites, and direct sales representatives.

  1. Retail Stores

Brick-and-mortar stores where customers can physically browse, purchase, and take immediate possession of products. Examples include department stores, specialty shops, and supermarkets.

  1. E-commerce Platforms 

Online marketplaces and websites where customers can browse, select, and purchase products remotely. E-commerce platforms offer convenience, 24/7 accessibility, and the ability to reach a global audience.

  • Indirect Distribution

Involves one or more intermediaries between the manufacturer and the end consumer. Indirect distribution channels can include wholesalers, distributors, retailers, and agents.

  1. Wholesale

Selling products in bulk quantities to retailers or other businesses for resale to end consumers. Wholesale distribution involves negotiating contracts, managing inventory levels, and coordinating shipments to distributors or wholesalers.

  • Multichannel Distribution

Utilizes multiple distribution channels simultaneously to reach different customer segments or markets. For example, a company may sell its products through both retail stores and e-commerce platforms to cater to diverse customer preferences.

  • Intensive Distribution

Aims to make products available in as many outlets as possible to maximize market coverage and accessibility. Intensive distribution is common for everyday consumer goods like beverages, snacks, and personal care products.

  • Selective Distribution

Involves carefully selecting a limited number of retail outlets or distributors based on specific criteria such as geographic location, target market demographics, or brand image. Selective distribution is typical for products with higher prices or specialized features.

  • Exclusive Distribution

Grants exclusive rights to a single distributor or retailer to sell a product within a particular geographic area or market segment. Exclusive distribution is often used for luxury or high-end products to maintain exclusivity and prestige.

That said, businesses must keep the logistics and supply chain management in mind while formulating their distribution strategies. Managing the flow of products from suppliers to warehouses to distribution centers to retail stores or customers' doorsteps. Effective logistics ensure timely delivery, accurate inventory management, and cost-efficient operations.

Example: Starbucks Retail Stores

Starbucks' retail stores exemplify strategic placement and meticulous attention to the customer experience. With over 30,000 stores worldwide, Starbucks has established a ubiquitous presence in high-traffic locations, including urban centers, shopping malls, and transportation hubs.

The placement of Starbucks stores is carefully curated to maximize convenience and accessibility for customers, ensuring that they can easily find and frequent their favorite coffee destination. Whether it's a bustling city street or a suburban neighborhood, Starbucks' presence is felt in diverse locations, catering to a broad demographic of coffee enthusiasts.

Moreover, Starbucks' emphasis on creating inviting and comfortable environments further enhances the appeal of its retail stores. From cosy seating areas to free Wi-Fi access, Starbucks stores offer more than just coffee – they provide a welcoming space for customers to relax, socialize, and enjoy the Starbucks experience.

V. People

People are at the heart of every marketing endeavor. It's the people who drive demand for products or services, make purchase decisions, and ultimately determine business success. 

People refer to all individuals involved in the marketing process, including customers, employees, partners, stakeholders, and influencers. It encompasses understanding their needs, preferences, motivations, and behaviors to create meaningful interactions and relationships.

Understanding and catering to the needs and preferences of people – whether they are customers, employees, or partners – is essential for creating value, fostering loyalty, and achieving sustainable growth.

Moving Beyond your Sales Team

  • Sponsorships

Sponsorships involve partnering with individuals, organizations, events, or causes to promote brand awareness, enhance brand image, and reach target audiences. Sponsorship opportunities can include sports events, concerts, festivals, charity initiatives, or industry conferences. By associating with relevant sponsorships, businesses can increase visibility, credibility, and engagement with their target market.

  • Cross-promotions

Cross-promotions entail collaborating with complementary businesses or brands to promote each other's products or services. This can involve joint marketing campaigns, co-branded promotions, or product bundling arrangements. Cross-promotions leverage the existing customer bases and brand equity of both parties to expand reach, drive sales, and create mutual benefits.

  • Influencer marketing

Influencer marketing involves partnering with individuals or social media personalities who have a significant following and influence over their audience. Influencers can endorse products or services through sponsored content, reviews, or endorsements, leveraging their credibility and authority to sway purchase decisions. Influencer marketing can be particularly effective for reaching niche audiences, generating authentic engagement, and building brand advocacy.

Significance of having industry influencers for B2B selling

In B2B selling, industry influencers play a crucial role in driving credibility, trust, and thought leadership. B2B buyers often rely on industry experts, thought leaders, and influencers for insights, recommendations, and validation when making purchasing decisions. Partnering with industry influencers can provide access to decision-makers, enhance brand visibility, and position the business as a trusted authority in the industry.

Example: Fitness Apparel

Let's consider the example of a fitness apparel brand aiming to target health-conscious millennials. They could leverage people-focused strategies such as

  • Influencer Marketing

Partnering with fitness influencers and lifestyle bloggers to showcase their products in action, share workout routines, and promote healthy living tips to their followers. By aligning with influencers who embody their brand values and resonate with their target audience, the apparel brand can increase brand awareness and drive sales.

  • Cross-Promotions

Collaborating with fitness studios, gyms, or wellness brands to offer joint promotions, such as discounted gym memberships with apparel purchases or co-branded fitness events. These cross-promotions create synergy between complementary businesses and provide added value to customers.

  • Sponsorships

Sponsoring local fitness events, charity runs, or wellness festivals where their target audience is likely to participate. By associating with these events, the brand can demonstrate its commitment to health and fitness, engage with the community, and build positive brand associations.

Example: Tesla's Sales and Service Representatives

Tesla's sales and service representatives exemplify the importance of knowledgeable and customer-centric personnel in driving sales and fostering brand loyalty. Unlike traditional car dealerships, Tesla's approach to sales and customer service emphasizes direct engagement with knowledgeable representatives who are passionate about electric vehicles.

Tesla's sales representatives are trained to provide personalized guidance and support to customers throughout the purchase process, from test drives to vehicle customization options. Their expertise in electric vehicle technology and commitment to customer satisfaction differentiate Tesla's sales experience from traditional automotive retail.

Furthermore, Tesla's service representatives play a crucial role in maintaining customer satisfaction and loyalty by providing prompt and efficient support for vehicle maintenance and repairs. With a focus on transparency and proactive communication, Tesla's service team ensures that customers receive the highest level of care and attention.

By investing in knowledgeable and customer-focused personnel, Tesla not only enhances the sales and service experience but also strengthens its brand reputation and fosters long-term customer relationships.

Source: https://corporatefinanceinstitute.com/resources/management/5-ps-marketing/

As we come to a close, it's clear that the 5 Ps of Marketing bring their own unique strengths to the table. By stitching these elements together, we create a strategy that captivates audiences, drives sales, and builds relationships that stand the test of time.

If you’re looking to read and learn more about marketing terms, read our blog on 102 Essential B2B Terms.

Lead Tracking: Meaning, Methods, and Benefits

Analytics
September 16, 2024
0 min read

Business success isn’t just about attracting leads—it's about converting them into loyal customers. That's where lead tracking comes in. With lead tracking, you can seamlessly monitor and analyze customer interactions across all touchpoints, from social media to email campaigns. You can determine who's interested in what you're offering and how likely they will buy from you.

Source

Without much ado, let’s understand more about lead tracking.

Lead Tracking Vs. Lead Scoring

While many use “lead tracking” and “lead scoring” interchangeably, they’re distinct concepts. Here is a list of differences between the two:

Lead Tracking Lead Scoring
Systematically monitor and document interactions between potential customers (leads) and your business throughout the sales process.   Evaluate and assign a numerical value or score to leads based on their behavior, attributes, and engagement with your brand.
 Keep a record of every touchpoint and engagement, from initial contact to final sale or beyond. Prioritize leads based on their score, focusing resources on those with the highest potential to convert into customers. 
 Provide insights into the behavior and preferences of leads, enabling tailored marketing and sales efforts.  Enable sales teams to maximize efficiency and ROI by focusing their time and resources on leads most likely to result in a successful sale. 

Read more about lead scoring software tools for B2B SaaS here.

Consider a software company specializing in customer relationship management (CRM) solutions. The company can leverage lead tracking to monitor when prospects download a lead magnet on your website. Subsequently, these leads receive targeted emails with relevant content and invitations to attend webinars on CRM best practices. Meanwhile, lead scoring assigns higher scores to leads who engage with multiple resources, attend webinars, and request product demonstrations, indicating a higher likelihood of conversion.

So, are the two interrelated?

Lead tracking and scoring are closely intertwined and complement each other in several ways. Here’s how:

1. Data Collection 

Lead tracking provides the necessary data and insights for lead scoring. Businesses gather valuable information about lead behavior, interests, and engagement levels, which serves as the basis for lead scoring by monitoring and documenting lead interactions.

2. Behavioral Analysis 

Lead tracking allows businesses to observe how leads interact with various marketing channels, content, and touchpoints. This behavioral data forms the basis for lead scoring criteria, helping identify key indicators of lead interest and readiness to purchase. For example, if a lead spends time on your pricing page, watches a demo, and engages with your emails, they're likely ready for a personalized sales pitch.

3. Scoring Criteria Refinement 

As businesses track leads' interactions and analyze their behavior over time, they gain insights into which actions and behaviors correlate most strongly with conversion. This information can be used to refine and optimize lead scoring criteria, ensuring that the scoring model accurately reflects lead quality and likelihood of conversion.

4. Continuous Improvement 

Lead tracking and lead scoring are iterative processes that feed into each other. The data collected through lead tracking informs lead scoring models, while the results of lead scoring provide feedback that informs adjustments to lead tracking strategies and criteria. This continuous cycle drives ongoing improvement in lead qualification and conversion rates.

5. Effective Lead Management 

 lead tracking and lead scoring enable businesses to manage leads more effectively throughout the sales funnel. Businesses can ensure that their sales teams focus their efforts where they are most likely to yield results by identifying high-value leads early in the process and prioritizing follow-up based on lead score and behavior.

Why do Sales and Marketing need Lead Tracking?

Lead tracking is the backbone of effective sales and marketing strategies. It provides valuable insights into customer behavior, preferences, and engagement levels, allowing teams to tailor their efforts accordingly. By tracking leads, sales and marketing teams can:

Maximize Efficiency

In the hustle and bustle of daily operations, time is money. Lead tracking streamlines the process by allowing teams to zero in on high-value prospects. Instead of casting a wide net and hoping for the best, sales and marketing teams can focus on leads with the highest potential for conversion. This targeted approach reduces time wasted on unqualified leads, allowing teams to allocate resources more efficiently.

Improve Conversion Rates

At the end of the day, it's all about conversions. Lead tracking provides valuable insights into lead behavior, preferences, and pain points, enabling teams to tailor their communication and follow-up strategies accordingly. By delivering personalized messages at the right time and through the right channels, teams can significantly increase the likelihood of converting leads into paying customers. It's all about striking the right chord and nurturing relationships that lead to conversions.

Enhance Customer Experience

Lead tracking enables teams to understand leads' needs and interests on a deeper level. Armed with this knowledge, teams can deliver relevant and timely information, providing a seamless and satisfying experience for potential customers. Whether it's sending a personalized email, offering a tailored solution, or addressing a specific pain point, lead tracking allows teams to create meaningful interactions that leave a lasting impression.

Optimize Resource Allocation

Every dollar counts in sales and marketing. Lead tracking helps teams identify which marketing channels and campaigns are yielding the best results. Teams can pinpoint the most effective strategies and allocate their resources accordingly by analyzing lead data and conversion metrics. Whether it's doubling down on a successful social media campaign or tweaking the messaging of a lackluster email campaign, lead tracking empowers teams to make informed decisions that maximize ROI.

Measure Performance

You can't improve what you can't measure. Lead tracking provides teams with comprehensive data on lead interactions, conversions, and sales pipeline progression. Armed with this data, teams can evaluate the effectiveness of their sales and marketing efforts and make data-driven decisions for improvement. Whether it's identifying bottlenecks in the sales process, optimizing the performance of a landing page, or fine-tuning the messaging of a sales email, lead tracking enables continuous improvement and optimization.

Understanding the Sales Funnel to Track Leads

The sales funnel represents the journey that prospects undertake from initial awareness of a product or service to make a purchase decision. While the exact steps may vary depending on the industry and business model, the typical stages include:

1. Awareness 

At this stage, prospects become aware of a company's products or services, often through marketing efforts such as advertisements, content marketing, or social media.

2. Interest 

Prospects show interest in the offerings and seek more information. They may visit the company's website, download resources, or subscribe to newsletters.

3. Consideration 

In this phase, prospects evaluate the value proposition and compare the company's offerings with competitors. They may communicate directly with sales representatives or request product demos.

4. Decision 

Prospects reach a decision point where they decide whether to make a purchase. This stage often involves negotiating terms, addressing objections, and finalizing the transaction.

After making a purchase, customers enter the retention phase, where efforts focus on providing excellent post-sales support, fostering customer loyalty, and encouraging repeat business.

By aligning lead tracking efforts with the stages of the sales funnel, organizations can tailor their communication strategies to address prospects' specific needs and move them seamlessly through the buying journey.

Retention 

After making a purchase, customers enter the retention phase, where efforts focus on providing excellent post-sales support, fostering customer loyalty, and encouraging repeat business.

By aligning lead tracking efforts with the stages of the sales funnel, organizations can tailor their communication strategies to address prospects' specific needs and move them seamlessly through the buying journey.

Capturing Leads: Where and How?

Before we start tracking leads, it’s important to understand where and how to capture these leads. Capturing leads involves enticing potential customers to provide their contact information or engage with your brand in some way. 

Here are some common channels and methods for capturing leads:

Website Forms

Embedding lead capture forms on your website allows visitors to submit their contact information in exchange for valuable content, such as ebooks, whitepapers, or webinars.

Landing Pages

Designing dedicated landing pages optimized for lead generation can help capture leads from specific marketing campaigns or promotions.

Social Media

Leveraging social media platforms to promote gated content and engage with followers can generate leads and foster relationships with potential customers.

Email Marketing

Including calls-to-action (CTAs) and lead capture forms in email campaigns encourages subscribers to take the next step and provide their contact information.

Events and Webinars

Hosting events, webinars, or workshops provides opportunities to capture leads from attendees interested in your topic or industry.

Networking and Referrals

Building relationships with industry peers and existing customers can lead to referrals and introductions to potential leads.

By diversifying lead capture channels and methods, organizations can reach a broader audience and generate a steady stream of leads for their sales and marketing efforts.

Types of Leads for Tracking

Not all leads are created equal, and it's essential to track different types of leads based on their stage in the buyer's journey and their level of engagement. Some common types of leads to track include

Cold Leads

These are leads who have shown minimal interest or engagement with your brand. Tracking cold leads allows teams to nurture them over time and gradually build trust and rapport.

Warm Leads

Warm leads have shown some level of interest or engagement with your brand, such as downloading a whitepaper or attending a webinar. Tracking warm leads helps teams prioritize follow-up efforts and tailor their messaging to address specific needs and pain points.

Hot Leads

Hot leads are highly engaged and have demonstrated a strong intent to purchase, such as requesting a product demo or submitting a contact form. Tracking hot leads allows teams to capitalize on buying signals and expedite the sales process.

Qualified Leads

Qualified leads meet specific criteria set by the organization, such as budget, authority, need, and timeline (BANT). Tracking qualified leads helps teams focus their efforts on prospects who are most likely to convert into customers.

By tracking different types of leads, sales and marketing teams can tailor their approach to each segment of their audience, delivering personalized and relevant content and increasing the likelihood of conversion.

Collecting Lead Infomation

Collecting lead information involves gathering relevant data points about potential customers to facilitate communication and relationship building. 

Here are some key pieces of information to collect from leads:

Basic Contact Information

This includes name, email address, phone number, and company name, enabling teams to initiate and maintain communication with leads.

Demographic Information 

Gathering demographic data such as location, industry, job title, and company size helps teams segment and target their audience more effectively.

Behavioral Data

Tracking lead interactions with your website, emails, and marketing campaigns provides insights into lead engagement and interests, allowing for more personalized and relevant communication.

Lead Source 

Identifying how leads found your company, whether through organic search, social media, referrals, or other channels, helps measure the effectiveness of your marketing efforts and allocate resources accordingly.

Purchase Intent

Assessing the level of interest and intent to purchase allows teams to prioritize follow-up activities and tailor their messaging to meet the needs of each lead.

When collecting lead information, it's important to strike a balance between gathering enough data to personalize communication and respecting the lead's privacy and preferences. Providing clear and transparent explanations of how their information will be used and giving them control over their data builds trust and fosters positive relationships with potential customers.

Comparison chart of lead sources Outbound vs. Inbound, with methods listed
Source

How to qualify leads and prospects?

Qualifying leads involves determining their suitability and readiness to engage with your sales team and move through the sales process. 

But wait, why qualify leads?
By qualifying leads effectively, sales and marketing teams can focus their efforts on leads with the highest potential for conversion, improving efficiency and driving revenue growth. This, in turn, prevents the organization’s resources from being drained out.

Now since that’s out of the way, here are some common criteria and methods for qualifying leads:

BANT Criteria

BANT stands for Budget, Authority, Need, and Timeline. Assessing leads against these criteria helps determine their readiness to purchase and their fit with your product or service.

Lead Scoring

Assigning numerical values to various lead attributes, such as engagement level, company size, and purchase intent, allows teams to prioritize leads based on their likelihood of conversion.

Behavioral Signals

Monitoring lead behavior, such as website visits, content downloads, and email interactions, provides insights into their level of interest and engagement, guiding qualification decisions.

Qualification Questions

Asking specific questions during lead capture or follow-up conversations helps uncover key information about the lead's needs, challenges, and buying timeline.

Sales and Marketing Alignment

Establishing clear criteria and processes for lead qualification ensures alignment between sales and marketing teams, preventing leads from falling through the cracks and maximizing conversion opportunities.

Methods of Lead Tracking

Lead tracking can take various forms, depending on the nature of the business and the preferences of the organization. Some common methods of lead tracking include

Manual Tracking

This involves recording lead interactions and information manually, using spreadsheets, notebooks, or other documentation methods. While simple, manual tracking can be time-consuming and prone to errors.

CRM Software

Customer Relationship Management (CRM) software automates lead tracking processes, capturing and organizing lead information in a centralized database. CRM systems offer features such as lead scoring, activity tracking, and pipeline management, streamlining lead management and improving efficiency.

Marketing Automation Platforms

Marketing automation platforms automate lead tracking and nurturing processes, allowing teams to create targeted campaigns, track engagement metrics, and analyze lead behavior. These platforms integrate with CRM systems to ensure seamless data synchronization and workflow automation.

Website Analytics

Website analytics tools track visitor behavior on a company's website, providing insights into traffic sources, page views, and conversion rates. By analyzing website data, teams can identify patterns and trends and optimize their website for better lead generation and conversion.

Call Tracking

Call tracking allows organizations to attribute inbound calls to specific marketing campaigns, enabling accurate measurement of campaign effectiveness. By recording and analyzing phone calls, businesses gain valuable insights into customer conversations, helping to refine sales approaches and improve the overall customer experience. Integrated with CRM systems, call tracking enhances lead management, streamlines the sales process, and facilitates effective lead qualification, ultimately driving revenue growth.

Lead Tracking Metrics

By measuring key metrics, businesses gain valuable insights into the effectiveness of their lead generation efforts, the health of their sales pipeline, and the overall performance of their sales and marketing initiatives. Let's explore some of the essential lead tracking metrics that organizations need to measure to drive success.

1. Lead Generation Metrics

  • Number of Leads

This metric quantifies the volume of leads generated within a specific timeframe, providing a high-level overview of lead generation efforts.

  • Lead Source

Understanding where leads are coming from—organic search, social media, email marketing, or paid advertising—helps organizations optimize their marketing channels and allocate resources effectively.

  • Conversion Rate

The conversion rate measures the percentage of leads that convert into qualified prospects or customers. It provides insights into the effectiveness of lead generation strategies and the quality of leads being generated.

2. Lead Quality Metrics

  • Lead-to-Opportunity Ratio

This metric compares the number of leads generated to the number of opportunities created, highlighting the quality of leads and the effectiveness of lead qualification efforts.

  • Sales Accepted Leads (SAL)

SALs are leads that meet specific criteria and are accepted by the sales team for further follow-up and engagement. Tracking SALs helps measure lead quality and alignment between sales and marketing efforts.

  • Marketing Qualified Leads (MQL) and Sales Qualified Leads (SQL)

MQLs and SQLs are leads that meet specific criteria and are deemed ready for marketing or sales engagement, respectively. Measuring MQL and SQL conversion rates provides insights into lead nurturing and qualification processes.

3. Sales Pipeline Metrics

  • Pipeline Velocity

Pipeline velocity measures the speed at which leads move through the sales pipeline, from initial contact to closing. It helps identify bottlenecks and inefficiencies in the sales process and informs sales forecasting efforts.

  • Average Deal Size

This metric calculates the average monetary value of closed deals, providing insights into the revenue potential of individual leads and the overall health of the sales pipeline.

  • Win Rate

The win rate measures the percentage of leads that successfully convert into customers. It helps evaluate sales effectiveness and the quality of lead management practices.

4. Lead Engagement Metrics

  • Email Open Rate and Click-through Rate (CTR)

These metrics measure the effectiveness of email marketing campaigns in capturing leads' attention and driving engagement.

  • Website Traffic and Engagement

Tracking website traffic, page views and engagement metrics such as bounce rate and time on the page provides insights into lead behavior and interests.

  • Social Media Engagement 

Metrics such as likes, shares, comments, and click-throughs on social media posts help gauge audience engagement and the effectiveness of social media marketing efforts.

5. Customer Lifetime Value (CLV)

CLV quantifies the total revenue generated from a customer over their entire relationship with the organization. By understanding CLV, businesses can prioritize high-value leads and tailor their marketing and sales strategies accordingly.

6. Return on Investment (ROI)

ROI measures the profitability of lead generation and marketing campaigns by comparing the revenue generated to the cost of acquiring leads. It helps organizations evaluate the effectiveness of their marketing spend and allocate resources to initiatives that deliver the highest ROI.

Benefits of Lead Tracking for Businesses

The benefits of lead tracking extend far beyond merely organizing contact information. 

Let's see why lead tracking is essential for business success:

Improved Targeting 

Lead tracking enables organizations to segment their audience based on demographics, behavior, and interests, allowing for personalized communication and targeted marketing campaigns.

  • Enhanced Lead Nurturing 

By tracking interactions with leads over time, businesses can identify their interests, pain points, and preferences, enabling more effective lead nurturing and relationship building.

  • Optimized Resource Allocation

Lead tracking helps prioritize leads based on their level of engagement and likelihood of conversion, allowing sales teams to focus their efforts on high-value opportunities and maximize their productivity.

  • Data-Driven Decision Making 

With comprehensive data on lead interactions and conversion metrics, organizations can make informed decisions regarding marketing strategies, product development, and sales tactics.

  • Increased Revenue 

By effectively tracking and managing leads, businesses can streamline the sales process, reduce lead leakage, and ultimately increase revenue through higher conversion rates and customer retention.

Infographic showing 5 benefits of lead tracking in a circular layout
Source

Why should you care about Lead Tracking?

When customer acquisition costs are rising, and customer loyalty is increasingly elusive, lead tracking has become a necessity.

Here are some reasons why businesses of all sizes should prioritize lead tracking

  • Gain Insights into Customer Behavior

Lead tracking provides valuable insights into customer behavior, preferences, and pain points, enabling organizations to tailor their marketing messages and sales pitches for maximum impact.

  • Maximize Marketing ROI

By tracking the effectiveness of various marketing channels and campaigns in generating leads and conversions, businesses can allocate their marketing budget more efficiently and achieve a higher return on investment (ROI).

  • Shorten Sales Cycle

With timely and targeted follow-ups based on lead tracking data, businesses can accelerate the sales cycle and minimize the time between initial contact and conversion, thus increasing revenue and improving cash flow.

  • Build Long-Term Relationships

Effective lead tracking allows businesses to nurture relationships with prospects over time, earning their trust and loyalty, which can result in repeat business, referrals, and positive reviews.

  • Stay Ahead of the Competition

Lead tracking gives businesses a competitive edge by enabling them to anticipate customer needs, adapt quickly to market trends, and deliver exceptional customer experiences.

Challenges of Lead Tracking

From data management woes to organizational alignment hurdles, navigating the complexities of lead tracking requires a strategic approach and a deeper understanding of potential roadblocks. 

Here are some of the key challenges of lead tracking and how organizations can overcome them.

  • Data Overload and Management

One of the most significant challenges of lead tracking is dealing with a deluge of data. With leads coming in from multiple channels and touchpoints, organizations often struggle to manage and organize the vast amounts of information effectively. From contact details and interaction history to demographic data and behavioral insights, keeping track of it all can quickly become overwhelming.

Solution

Implement a robust CRM system that centralizes lead data and provides tools for segmentation, categorization, and analysis. Invest in data management best practices, such as regular data cleansing, deduplication, and data validation, to ensure data accuracy and integrity.

  • Lack of Integration and Siloed Data

In many organizations, lead tracking systems and processes operate in silos, leading to disjointed data and fragmented insights. Marketing teams may use one platform for lead generation, while sales teams rely on another for lead management, resulting in a disconnect between departments and duplication of efforts.

Solution

Foster cross-departmental collaboration and alignment by integrating lead tracking systems with other sales and marketing tools, such as marketing automation platforms, email marketing software, and customer support systems. Establish clear processes and communication channels to ensure that lead data is shared seamlessly across departments.

  • Inaccurate or Incomplete Data

Maintaining data accuracy and completeness is another common challenge in lead tracking. Leads may provide inaccurate or incomplete information during the initial capture process, leading to errors and inefficiencies downstream. Additionally, data decay over time can result in outdated or stale lead information, diminishing the effectiveness of lead tracking efforts.

Solution

Implement data validation mechanisms, such as real-time form validation and automatic data enrichment, to ensure that leads provide accurate and complete information during the capture process. Regularly update and cleanse lead data to remove duplicates, correct errors, and refresh outdated information.

  • Difficulty in Lead Attribution

Attributing leads to specific marketing campaigns or channels can be challenging, especially in multi-channel marketing environments. With leads interacting with multiple touchpoints and engaging in cross-channel journeys, accurately attributing conversions to the appropriate source can be a daunting task.

Solution

Implement multi-touch attribution models that assign credit to multiple touchpoints along the customer journey, rather than relying solely on last-click attribution. Utilize advanced analytics and tracking tools to track and analyze lead interactions across various channels and touchpoints, providing a holistic view of the customer journey.

  • Ensuring Compliance with Data Privacy Regulations

With the increasing focus on data privacy and security, organizations must navigate a complex landscape of regulations and compliance requirements when collecting and managing lead data. From GDPR in Europe to CCPA in California, failing to comply with data privacy regulations can result in hefty fines and reputational damage.

Solution 

Stay informed about relevant data privacy regulations and ensure compliance with applicable laws and regulations when collecting, storing, and processing lead data. Implement robust data protection measures, such as encryption, access controls, and data anonymization, to safeguard lead data and mitigate the risk of non-compliance.

Lead Tracking and Accuracy

While lead tracking offers a multitude of benefits, its effectiveness hinges on the accuracy and reliability of the data collected. 

Here are some strategies for ensuring accuracy in lead tracking

  • Standardize Data Collection

Establish standardized processes for capturing and recording lead information across all touchpoints, ensuring consistency and accuracy in data entry.

  • Use Automation Tools

Leverage automation tools such as customer relationship management (CRM) software to streamline lead tracking processes, minimize manual errors, and ensure data integrity.

  • Regular Data Cleansing

Conduct regular audits of lead data to identify and rectify inaccuracies, duplicates, and outdated information, maintaining a clean and reliable database.

  • Train Sales and Marketing Teams

Provide training and ongoing support to sales and marketing teams on the importance of accurate lead tracking practices and the use of CRM tools effectively.

  • Monitor Key Metrics

Continuously monitor key metrics such as lead conversion rate, lead velocity, and lead-to-opportunity ratio to assess the quality and accuracy of lead tracking efforts and identify areas for improvement.

Consistency in Lead Tracking

Consistency is paramount in lead tracking to ensure that no potential opportunities slip through the cracks. 

Here are some strategies for maintaining consistency in lead tracking

  • Establish Clear Processes

Document standardized processes and workflows for lead tracking, outlining roles, responsibilities, and timelines to ensure consistency and accountability.

  • Implement Cross-Departmental Collaboration

Foster collaboration between sales, marketing, and customer service teams to ensure seamless handoffs and continuity throughout the customer journey.

  • Regular Communication

Facilitate regular communication and alignment between sales and marketing teams to ensure that lead tracking efforts are aligned with overall business objectives and strategies.

  • Utilize Technology

Leverage technology solutions such as CRM software, marketing automation platforms, and communication tools to facilitate real-time collaboration and information sharing among team members.

  • Monitor and Measure Performance

Track and measure key performance indicators (KPIs) related to lead tracking, such as lead response time, follow-up frequency, and conversion rates, to identify any deviations from established processes and address them promptly.

Conclusion

As you can tell, lead tracking is all about understanding your audience, anticipating their needs, and delivering value every step of the way. It’s an indispensable tool for sales and marketing teams, enabling them to understand customer behavior, optimize lead generation efforts, personalize communication, and drive revenue growth. 

By using different methods of lead tracking, capturing relevant lead information, qualifying leads effectively, and integrating call tracking into the lead tracking process, businesses can maximize the value of their leads and achieve sustainable growth in today's competitive marketplace.

We hope this article helped you understand lead tracking and become an ally in your sales and marketing journey.

Happy Tracking!

Make the most of your LinkedIn Ads budget: LinkedIn True ROI

Product
September 16, 2024
0 min read

“I love wasting my ad budget and not getting the right ROI for my LinkedIn ads.”, said no marketer ever (hopefully).

While 70% of marketers trust LinkedIn to be a valuable channel that drives a good return on investment, many believe the platform is one of the most expensive channels.

Source: https://blog.hootsuite.com/linkedin-statistics-business/ 

With high costs per impression (CPM) and cost per click (CPC), marketers often find it hard to justify LinkedIn’s cost-benefit as a marketing channel. According to a report, LinkedIn's average CPM is around $34.00, compared to Facebook's average CPM, which is $10.61

Despite these relatively high costs, there's no denying that LinkedIn ads do work. A substantial 89% of B2B marketers utilize LinkedIn for lead generation and 62% report that it successfully generates leads for them. 

So, what’s the challenge?
The main challenge is accurately measuring the ROI and demonstrating its impact on the pipeline and revenue.

Where does this challenge stem from?

LinkedIn ads work as a display platform, showing ads to accounts discovering content, not researching products. This makes them a low-intent audience needing education and persuasion.

Think of it this way: you wouldn't measure the performance of billboards or TV commercials based only on click-through rates. So, why do it for LinkedIn? Click-through attribution misses the full impact of LinkedIn ads, just like it does for traditional display advertising. Factors helps marketers prove LinkedIn's true ROI.

TL;DR

We're super excited to announce LinkedIn AdPilot, a LinkedIn ads optimization platform that supports a range of functions, including LinkedIn True ROI. This article explores how and why LinkedIn True ROI is the most accurate approach to measuring the real influence of your LinkedIn ads beyond clicks and sign-ups.

Read more about LinkedIn AdPilot here:

  • Introducing LinkedIn AdPilot by Factors
  • Synchronize all your data across platforms and create accurate audience lists with Audience Builder.
  • Control how your ads are shown to your audiences with Smart Reach.
  • Let CAPI help you send accurate conversion feedback to Factors, tackling the challenge of cookie deprecation.
  • Tackle inefficiencies of manual ad management with Campaign Automation.

What is ‘LinkedIn True ROI’?

LinkedIn True ROI is a method of attributing conversions or actions that were viewed but not clicked. It recognizes that these ads can still prompt the desired action without a direct click.

The Challenge

Marketers struggle to justify LinkedIn ad costs due to poor reporting. This, in turn, leads to high expenses, underestimated impact, and misguided strategies, making it hard to prove LinkedIn ads' true value to leadership.

Click-through attribution misses the broader impact of ad impressions. The click-based approach to LinkedIn ROI ignores how ad impressions influence bottom-of-the-funnel conversions.

Food for thought
💡 The click-through Rate on LinkedIn is mostly 0.5%. By relying on click-through attribution, marketers effectively say that 99.5% of the impressions that are not clicked on do not have any impact or influence on the buyers.

Two interesting concepts that draw back to this challenge:

The Subconscious Influence of Billboards and Other Display Channels

Imagine this: You're driving down a highway lined with billboards. You might not notice each one, but they leave an impression on your subconscious. Later, those billboards can influence your perceptions and decisions about a product or service. And this is even if you don't remember seeing them. Similar influences can come from sidebar ads or sponsored content in your feed.

So, why does your target audience miss your LinkedIn Ads?

  • Subconscious Processing:

    Users don't engage with these ads during browsing. However, repeated exposure builds brand recognition. While users may not remember specific ads, they may recall the brand when they need related products or services. This influence is amplified in B2B contexts mainly because multiple decision-makers and touchpoints exist across channels. 

    A LinkedIn ad may not generate immediate clicks but shapes perceptions and decisions. LinkedIn and similar platforms go beyond clicks and sign-ups. Yet, GTM teams often overlook this broader impact, focusing on immediate outcomes. LinkedIn True ROI assesses ads' indirect effects, giving a comprehensive view of their performance.

Introducing LinkedIn AdPilot: LinkedIn True ROI

Our Ad Pilot introduces 'LinkedIn True ROI', effectively capturing hidden LinkedIn engagement. It recognizes the impact of ads users viewed but didn't click on. AdPilot combines this with other account actions, such as website visits and blog interactions at an account level.

This offers a broader perspective on how LinkedIn contributes to conversions and revenue.

“Even if one person from a specific account visits our website, Factors helps us target decision makers and the larger buying committee as whole to ensure that all the right people from a target account see our ads. Ultimately, this helps our LinkedIn ad budgets go that extra mile further.”  - Abhishek Iyer, Director of Marketing at Descope.

Use Cases for LinkedIn True ROI:

LinkedIn True ROI provides avenues for understanding and optimizing your LinkedIn ad campaigns. Here are some ways you can leverage our LinkedIn True ROI to enhance your marketing efforts:

1. Measure LinkedIn ROI Accurately

Accurately measuring LinkedIn ROI is crucial for proving the value of your ads. Click-through attribution typically undervalues LinkedIn’s impact by only counting direct interactions. However, LinkedIn True ROI captures the influence of LinkedIn ads on lead conversions.

Let’s understand this with an example:

  1. Number of Opportunities

    Let's take Factors’ LinkedIn spending in Q1 2024 as an example. We analyzed one month of LinkedIn ads from an SME SaaS remarketing campaign group. Our analysis showed how different approaches affected deals and pipeline contributions. Click-through attribution data came from LinkedIn’s ad manager, while Factors.ai collected LinkedIn True ROI data for this campaign.

    The results revealed that the campaign generated only one opportunity through click-through attribution. However, LinkedIn True ROI showed that the same campaign influenced at least 11 opportunities.
  1. Cost per Opportunity
    The cost per opportunity varies starkly based on the number of opportunities and the exact total spend. 

    Click-through attribution indicates a high $4,338 per opportunity, whereas LinkedIn True ROI shows a more reasonable $395 per opportunity. This difference, nearly 11 times higher based on clicks alone, can lead to the misconception that LinkedIn is too costly.
  1. Pipeline Value
    The impact on the sales pipeline is crucial. Click-through attribution indicates LinkedIn generated $1,800 in pipeline value from one opportunity, with a cost per opportunity of $4,338. In contrast, LinkedIn True ROI reveals 11 opportunities contributing $19,440 to the pipeline at $395 each. Evaluating costs based on ad views rather than clicks provides a more realistic and favorable ROI—$19,440 in pipeline from $4,348 in spend makes far more sense than $1,800.

2. Improve LinkedIn Ads Performance

Understanding which ads drive conversions helps marketers optimize campaigns effectively. Analyzing the most effective ads influencing potential customers allows for refining ad creative, targeting, and budget allocation. This iterative process improves with more data collected.

For example, if certain LinkedIn ads are regularly viewed by target accounts but not clicked, LinkedIn True ROI can reveal their influence on actions like website visits or content engagement. Marketers can then adjust ad creatives for better resonance and increased engagement.

3. Ensure Better LinkedIn (Re)Targeting

LinkedIn True ROI helps improve retargeting strategies by understanding how ads work. Marketers use this to find accounts that see specific ads, making retargeting more personalized and avoiding ad fatigue.

Suppose an account often sees a brand ad but doesn't click. With True ROI, marketers can show them other helpful content like testimonials or product examples. This keeps the retargeting relevant and exciting, guiding prospects further along.

LinkedIn True ROI also shows which types of content work best by spotting patterns in how ads are viewed. This helps marketers plan better content strategies that match their audience's preferences.

4. Gain Granular Insights into Customer Journey

LinkedIn True ROI provides detailed insights into how LinkedIn ads affect each stage of the buying process. Marketers can see how prospects move through the funnel using data from website visits, CRM systems, and other marketing channels.

For instance, a prospect might view a LinkedIn ad, visit the website, download a whitepaper, and later request a demo. While traditional click-through attribution focuses on the final action, LinkedIn True ROI recognizes the LinkedIn ad's initial impact. This helps marketers refine strategies that effectively support the entire customer journey.

“Given that we’re not in the habit of gating our content assets, it’s valuable to understand the full range of otherwise hidden touchpoints that influence conversions.” – Abhishek Iyer, Director of Marketing at Descope

5. Demonstrate Marketing Impact to Leadership

Finally, LinkedIn True ROI helps marketers demonstrate the true impact of their LinkedIn ads to leadership. Marketers can justify their ad spend and secure ongoing investment by providing a comprehensive view of ad influence and ROI.

Accurately attributing conversions to LinkedIn ads can be challenging, especially when dealing with high CPCs and CPMs. LinkedIn True ROI provides the data needed to showcase LinkedIn’s value, presenting a clearer picture of how ads contribute to the sales pipeline.

“It’s very helpful to achieve a bird’s eye view of the customer journey that leads up to a demo — even when a direct attribution isn’t explicitly present in our CRM. In many instances, we see that a lead has been viewing our LinkedIn ads for months before landing on a search ad or blog and then signing up. This helps us validate what we already know: it’s rarely a single touchpoint that leads to conversions.” – Abhishek Iyer, Director of Marketing at Descope

In a nutshell

LinkedIn True ROI is a game-changer for B2B marketers. It unlocks the value of LinkedIn ads by accurately measuring their impact. This capability helps marketers justify ad spend, optimize campaigns, and improve retargeting. It ensures LinkedIn ads are evaluated on their real influence, not just clicks.

With LinkedIn True ROI, marketers can accurately measure and optimize their LinkedIn ads, leading to better results and a higher return on investment.

Ready to uncover the true impact of your LinkedIn ads? Start using Factors.AI’s LinkedIn True ROI feature today to understand your campaign’s effectiveness better. Get in touch with us to learn more and get started.

Looking to know more about LinkedIn True ROI? Click here.

Accurately Measure LinkedIn Ad Conversions: Conversion API

Product
September 16, 2024
0 min read

Who stole the cookie from the cookie jar? Who, me? No, Google!

If you’re a B2B marketer, we’re almost 99.99% sure you’ve heard that third-party cookies will soon be a thing of the past. 

The deprecation of third-party cookies has impacted conversion tracking. This increased the need for accurate feedback data to optimize campaigns, drive conversions, and prove ROI to leadership.

While LinkedIn reports that audiences who see brand and acquisition messages on the platform are 6X more likely to convert than those exposed to just one type of message - what happens when conversion tracking becomes tougher? You fall back on Factors’s LinkedIn AdPilot.
Factors' CAPI integration with "set & forget campaign" optimization solves the cookie deprecation challenge. CAPI ensures your LinkedIn ad campaigns have the necessary data, even without third-party cookies. This feature simplifies campaign optimization. It helps marketers achieve their goals despite the loss of third-party cookies.

TL;DR

Factors’ CAPI integration is a powerful feature for B2B marketers looking to enhance the performance of their LinkedIn campaigns. CAPI helps businesses overcome the challenges posed by third-party cookie deprecation by leveraging first-party data and enabling automated optimization. With CAPI, marketers can achieve more accurate tracking, seamless integration, and improved ROI, making it an essential component of any modern digital marketing strategy.

What is CAPI?

CAPI sends conversion data from websites, campaigns, CRM, and other sources directly to LinkedIn's ad platform. This data is crucial for self-optimizing campaigns, providing LinkedIn's algorithms with accurate and complete information. It works like Google's Conversion API, which effectively optimizes campaigns.

The Problem: Third-Party Cookie Deprecation

Issues with Data Loss and Campaign Optimization

The deprecation of third-party cookies has disrupted conversion tracking. These cookies have allowed marketers to track user behavior and measure conversions accurately. However, with new privacy changes in browser policies, third-party cookies are becoming less viable. This shift has caused substantial data loss. This makes it hard for marketers to gather the insights needed for effective campaign optimization.

Without accurate conversion data, LinkedIn’s self-optimizing algorithms are hampered. Campaigns that rely on third-party cookies may see a significant drop in performance due to incomplete data, resulting in underreported conversions and inefficient ad spending.

Consequences for Marketers

The broader implications of data loss resulting from the deprecation of third-party cookies can be understood in these two ways:

  • Reporting limitations hinder marketers from accurately measuring campaign conversions, leading to inefficient budget allocation.
  • Auto campaign optimization and bidding strategies suffer due to the lack of conversion data.

How CAPI Solves the Problem

Factors’ CAPI integration addresses this issue by bypassing the need for third-party cookies. Instead, it relies on first-party data from a company’s digital properties and CRM. This data is then passed back to LinkedIn, allowing for continuous and accurate tracking of conversion events.

Our CAPI integration sends conversion event data to LinkedIn. This data includes online events like website visits, clicks, and form fills, as well as offline events like MQLs, SQLs, or deal creations. CAPI removes the guesswork in optimizing ad campaigns, ensuring data-driven decisions and better performance.

Besides CAPI, we seamlessly integrate LinkedIn Ads data into your Factors dashboards through our AdPilot suite. This integration merges comprehensive LinkedIn analytics, giving insights into pipeline and revenue attribution.

Key Benefits of CAPI

  1. Enhanced Accuracy: 

Using first-party data, CAPI ensures accurate tracking and reporting of all conversion events. This results in more reliable data for optimizing campaigns.

  1. Send Conversion Data to LinkedIn: 

Factors’ CAPI integration allows you to send conversion data from any source to LinkedIn. We also enable you to send offline and online conversion data to LinkedIn via Factors. 

  1. Automated Optimization: 

Once set up, Factor’s CAPI integration lets you optimize campaigns with a "set & forget" approach. Conversion data automatically feeds back to LinkedIn so the platform can self-optimize your campaigns without constant manual intervention.

  1. Improved ROI:

With precise conversion tracking, your LinkedIn campaigns become more efficient. Automated optimization further enhances their effectiveness, leading to a higher return on investment.

Use Case: B2B Marketing Campaign

Here’s how CAPI can change up your marketing campaign:

Use Cases

Accurate Conversion Event Tracking

One of CAPI's primary benefits is its ability to ensure accurate conversion event tracking. By utilizing first-party data, CAPI allows for precise and reliable conversion tracking. This improved data accuracy leads to better campaign performance and more informed decision-making.

Self-Optimizing Campaigns

CAPI enables LinkedIn’s algorithms to receive comprehensive data, enhancing self-optimization. With precise and timely conversion data, LinkedIn can automatically adjust targeting, bidding, and creative elements to maximize campaign performance.

Improved Ad Targeting and Personalization

CAPI's granular data enhances targeting strategies, creating more personalized ad experiences. Marketers can effectively tailor their targeting efforts with detailed insights into which ads drive conversions and how users interact with them.

Seamless Integration with Marketing Ecosystem

CAPI integrates with your current marketing infrastructure. This integration ensures a cohesive data strategy. It streamlines workflows and improves data accuracy across platforms.

In a nutshell

Most platforms only track basic CRM events like Marketing Qualified and Sales Qualified Leads. However, Factors identifies top-tier users early by using various upstream events, lowering LinkedIn's Customer Acquisition Cost. It supports multiple online, offline, custom, and unique product events. These events create a feedback loop, integrating data for better campaign optimization and more leads.

Ready to take your LinkedIn campaigns to the next level? Start using Factors’ CAPI feature today and experience the benefits of set-and-forget campaign optimization. Get in touch to learn more and get started.

Read more about LinkedIn Impressions here.

Streamline LinkedIn Ads Management: Campaign Automation

Product
September 16, 2024
0 min read

Managing LinkedIn campaigns manually can be daunting and inefficient. Traditional methods include loading audiences, approving budgets, and designing campaigns, which take time and effort. Our audit of multiple ads showed a need for better-balanced ad distribution, with marketers having limited control over this process. This lack of control can result in poorly optimized campaigns and less-than-ideal outcomes on LinkedIn.
Our new LinkedIn AdPilot's ‘Campaign Automation’ helps marketers regain some of this much-needed control. It streamlines LinkedIn ads management, ensuring precision, efficiency, and ROI. Factors’ automated, intent-based campaign management enhances LinkedIn ad performance by 20-30%.

The Challenge

Issues with Manual Campaign Management

Manually managing LinkedIn campaigns has several challenges. It consumes valuable time and organizational resources inefficiently.

Marketers spend hours uploading audiences, setting budgets, and designing campaigns, only to face challenges in optimally distributing ad impressions. This results in wasted budgets, as impressions may be concentrated on a few accounts or directed toward those not yet interested or prepared to convert.

These inefficiencies limit campaign potential, causing marketers to miss opportunities to engage high-intent prospects. Consequently, this leads to missed conversion opportunities and diminished overall performance.

Introducing LinkedIn Campaign Automation

Overview of AdPilot and Campaign Automation

Factors' AdPilot introduces Campaign Automation to tackle manual campaign management inefficiencies. It automates ad impression distribution based on intent, ensuring ads reach relevant audiences without a few companies monopolizing impressions.

This feature offers key benefits, including enhanced efficiency, precision targeting, and better budget allocation.

Campaign Automation is set to change the way LinkedIn ads are managed. It directs ad impressions to high-potential prospects actively seeking solutions. This reduces wasted impressions and ensures that every ad dollar is spent effectively.

Use-cases

Optimized Ad Impression Distribution

Campaign Automation directs ad impressions to high-intent, in-market buyers, minimizing wasted impressions. It enables precise targeting of prospects actively seeking solutions and optimizes ad budgets for maximum ROI by focusing spending on high-potential leads.

Here’s how Campaign Automation directs ad impressions
to high-intent and in-market buyers.
Enhanced targeting and personalization with Campaign Automation
Improved Budget Allocation with Campaign Automation

Frequency Capping Control

Our audit of over 100+ LinkedIn ad accounts found that the top 10% of companies in your target audience will likely take up 80% of the impressions. However, with the Campaign Automation feature’s intent-based ad distribution, our customers have seen lower CPMs, higher CPRs, and a lower cost per lead. 

Sales and Marketing Alignment

This capability directs ad budgets towards high-intent accounts, increasing the sales team's success rate. As companies engage with sales, they automatically receive more impressions on LinkedIn, enhancing conversion potential. This capability ensures campaigns are optimized in tandem with sales efforts rather than operating in isolation.

Time and Resource Efficiency

Automating campaign management liberates marketers' time and helps them prioritize strategic tasks over manual adjustments. Campaign Automation handles routine tasks such as audience targeting and budget adjustments. It lets teams focus on crafting compelling content and refining overall strategy. This streamlined workflow boosts productivity and improves campaign effectiveness.

In a nutshell

Campaign Automation overcomes the challenges of manual ad management. It ensures optimized targeting, efficient budget allocation, and enhanced productivity. The use cases demonstrate the impact of this feature on LinkedIn ad campaigns
Ready to elevate your LinkedIn campaigns? Leverage Campaign Automation to ensure optimal performance and ROI. Contact us today to learn more about AdPilot and how our Campaign Automation feature can revolutionize your LinkedIn ad management.

Top LinkedIn Agencies in Middle East

Marketing
September 16, 2024
0 min read

As the world's largest professional network, LinkedIn boasts over 830 million members globally, with a substantial and rapidly expanding user base in the Middle East. This platform transcends traditional social media by cultivating a professional environment where businesses and individuals can connect, network, and grow.

LinkedIn allows companies to maintain business continuity, engage with customers, and recruit talent despite physical constraints. It provides professionals opportunities to stay connected, share insights, and pursue career advancements in a rapidly changing job market.

Source

Here’s why LinkedIn is a valued social media channel in the Middle East 

LinkedIn's features, such as job postings, professional groups, and thought leadership content, align perfectly with the Middle East’s focus on economic diversification and innovation. As businesses and professionals navigate the new normal, LinkedIn stands out as a critical tool for sustaining and enhancing professional growth and business development in a digitally driven world.

In the Middle East, LinkedIn's importance is amplified due to the region's scale of economic activities and entrepreneurial spirit. The platform fosters knowledge sharing and collaboration across borders, contributing to a more integrated, growth-oriented, innovative business environment. Professionals in the UAE, Saudi Arabia, and other Gulf Cooperation Council (GCC) countries use LinkedIn to stay abreast of industry trends, engage in thought leadership, and explore new business opportunities. This regional vision is reflected in business partnerships, such as the India-GCC Business Partnership, which includes a database of over 1.8 billion people, offering both parties a vast customer base and market potential.

  • Economic Growth: 

The Middle East is experiencing rapid economic diversification and digital transformation, making LinkedIn an essential tool for business growth and professional networking.

  • Professional Development: 

Professionals in the UAE, Saudi Arabia, and other GCC countries use LinkedIn to stay ahead of industry trends, engage in thought leadership, and explore new business opportunities.

  • Strategic Partnerships: 

The platform facilitates knowledge sharing and collaboration across borders, fostering a more integrated and innovative business environment.

LinkedIn for Business

LinkedIn allows companies to establish a formidable online presence, share industry insights, and engage with a targeted audience. Through LinkedIn, businesses can showcase their products and services to an extensive professional network, boosting brand awareness and nurturing customer relationships.  LinkedIn's advanced advertising solutions also allow precise targeting, ensuring marketing efforts reach the most relevant and high-value prospects.

TL;DR 

LinkedIn is an indispensable platform for business growth and professional networking in the Middle East, mainly due to its alignment with the region's economic diversification and digital transformation goals. Professionals and businesses in the UAE, Saudi Arabia, and other GCC countries use LinkedIn for industry insights, networking, and exploring business opportunities. LinkedIn marketing strategically uses the platform for brand awareness, lead generation, and targeted advertising. Top LinkedIn marketing agencies in the Middle East, such as Nexa Digital, Ubrik Media, Prism Digital, Red Berries, and Spider Works, offer specialized services to enhance LinkedIn presence and engagement. Partnering with these agencies ensures businesses leverage LinkedIn’s full potential, driving growth and maximizing ROI.

But wait, what is LinkedIn Marketing?

LinkedIn marketing refers to the strategic use of LinkedIn as a platform for promoting a business, building brand awareness, and engaging with a professional audience. As a powerful tool in digital marketing, LinkedIn marketing includes a range of activities designed to exploit the platform's unique capabilities fully.

Key components of LinkedIn marketing through LinkedIn agencies in the Middle East:

  • Profile Optimization

Ensuring personal and company profiles are professionally crafted to reflect brand identity and key messages. A well-optimized profile is a digital business card, making a solid first impression and enhancing credibility.

  • Content Marketing

Creating and sharing valuable content, such as articles, posts, and videos, that engages the audience and establishes thought leadership. Consistent and relevant content keeps the audience engaged, drives traffic, and positions the business as an industry leader.

  • Advertising Campaigns

Utilizing LinkedIn's targeted advertising options, including Sponsored Content, Sponsored InMail, and Text Ads, to reach specific professional demographics. These campaigns ensure that marketing efforts reach the right audience, maximizing ROI.

  • Networking and Engagement

Building connections with industry professionals, participating in groups, and engaging with followers to foster relationships and drive business conversations. Active engagement helps build a robust professional network and opens doors for collaboration and business opportunities.

  • Lead Generation

LinkedIn's tools and features, such as Lead Gen Forms and Sales Navigator, can be used to identify and connect with potential business leads. Effective lead generation strategies convert connections into customers, driving business growth.

LinkedIn’s popularity across different industries and sectors

  • Technology & IT

Professionals and companies in IT and tech use LinkedIn to hire top talent, share innovations, and network with global tech communities.

Benefits: LinkedIn helps these companies stay at the forefront of industry developments and connect with key influencers.

  • Oil & Gas

Given the Middle East's significant role in the oil and gas sector, LinkedIn is vital for networking opportunities, recruitment, and business development.

Benefits: Companies can engage with a global audience, highlight their contributions, and attract skilled professionals.

  • Education

Universities and educational institutions use LinkedIn for outreach, alumni networking, and promoting educational programs.

Benefits: LinkedIn facilitates connections with prospective students, alumni, and academic peers, enhancing the institution's visibility and reputation.

  • Healthcare and Pharmaceuticals

Professionals use LinkedIn to stay updated with industry advancements, share research, and connect with peers.

Benefits: The platform supports professional development and collaboration, driving innovation and sharing best practices.

  • Finance and Banking

This sector utilizes LinkedIn for insights into market trends, recruitment, and establishing thought leadership through industry-related content.

Benefits: LinkedIn enables finance professionals to network with industry leaders, stay informed about financial news, and enhance their professional profiles.

Criteria for selecting top LinkedIn agencies in the Middle East

  1. Experience and Expertise
  • Years in Operation

Agencies with a longer track record often possess extensive knowledge and experience in LinkedIn marketing. Longevity indicates stability and a proven ability to adapt to the dynamic media world.

  • Specialization in LinkedIn Marketing

Agencies specializing in LinkedIn marketing demonstrate a deeper understanding of the platform's nuances. Unlike general digital marketing agencies, these specialists can provide more targeted and effective strategies.

  1. Client Portfolio
  • Types and Sizes of Clients Served

A diverse client portfolio, including businesses of various sizes and industries, showcases the agency’s ability to cater to different needs. This versatility indicates adaptability and a broad skill set.

  • Case Studies and Success Stories

Success stories and case studies provide evidence of an agency's impact and capabilities. They offer insights into the agency’s strategic approach, creativity, and effectiveness in achieving client goals.

  1. Range of Services
  • Content Creation

Agencies proficient in content creation can develop engaging articles, posts, videos, and graphics tailored to the target audience. High-quality content is essential for building a strong LinkedIn presence and driving engagement.

  • Ad Campaign Management

Effective LinkedIn ad campaigns require strategic planning, precise targeting, and continuous optimization. Agencies skilled in ad campaign management can maximize ROI and reach the desired audience.

  • Profile Optimization

Ensuring client profiles are polished, professional, and optimized for visibility and engagement is crucial. Optimized profiles enhance credibility and attract more business opportunities.

  • Lead Generation

Agencies with robust lead generation strategies and tools can help clients identify and nurture leads efficiently. Effective lead generation is critical for business growth and sales success.

  1. Reputation and Reviews
  • Client Testimonials

Positive feedback from satisfied clients highlights an agency’s competence and reliability. Testimonials demonstrate the agency’s ability to deliver results and maintain strong client relationships.

  • Industry Awards and Recognitions

Awards and recognitions validate an agency's capabilities and standing within the marketing community. These accolades are a testament to the agency’s excellence and industry leadership.

Why partner with a specialized LinkedIn marketing agency?

  • Expertise and Experience: Specialized agencies deeply understand LinkedIn's unique features and can craft strategies specifically designed for professional networking and B2B marketing.
  • Targeted Campaigns: These agencies can create highly targeted ad campaigns, ensuring your marketing efforts reach the most relevant and high-value prospects.
  • Content Optimization: They provide expert content creation and profile optimization services that enhance your brand's visibility and credibility on LinkedIn.
  • Lead Generation: With advanced tools and techniques, these agencies can effectively identify and nurture leads, driving business growth.

Here’s a list of the Top LinkedIn Agencies in the Middle East

  1. Nexa Digital
  • Location: Dubai, UAE
  • Background: Established in 2005, Nexa is a leading digital marketing agency headquartered in Dubai, with additional offices in New York and Manchester. Nexa has gained recognition as a top provider of digital marketing solutions in the Middle East, particularly excelling in strategic LinkedIn marketing initiatives.
  • Key Services
    • LinkedIn Marketing
    • Content Creation
    • SEO and SEM
    • Lead Generation
  • Notable Clients and Case Studies: Nexa has collaborated with major brands such as Audi, Aramex, and Bosch. Their campaigns have significantly improved brand engagement and lead generation through targeted LinkedIn strategies.
  • USPs:
    • Nexa is a Diamond-tier HubSpot Partner, showcasing its proficiency in inbound marketing techniques, including LinkedIn marketing.
    • It is also recognized as a Google Premier Partner, underscoring its expertise in Google Ads campaigns that complement LinkedIn's strategies.
    • Nexa's LinkedIn marketing strategies are carefully data-driven, ensuring optimal results and ROI for clients.
  • Industries: B2B Marketing, Education, Automotive, Healthcare, Hospitality, Real Estate, E-commerce.
  1. Ubrik Media
  • Location: Dubai, UAE
  • Background: Ubrik Media was established to help businesses navigate the digital world effectively. The agency has grown to become a leader in digital marketing in Dubai, with a strong emphasis on results.
  • Key Services:
    • LinkedIn marketing and advertising
    • Generation of traffic and leads
    • Converting leads into customers
    • Quantifying ROI for marketing activities
    • Pacing with global market trends
    • Increase in competition
    • Retention of existing customers
  • USP:
    • Comprehensive digital marketing solutions with a focus on LinkedIn
    • Proven track record of delivering high ROI by helping over 200+ brand
  • Industries: Education & Direct Manufacturers.
  1. Prism Digital
  • Location: Dubai, UAE
  • Background: Founded over a decade ago, Prism Digital has consistently ranked among Dubai's top digital marketing agencies. They pride themselves on staying ahead of digital trends and delivering creative, result-driven campaigns.
  • Key Services:
    • LinkedIn marketing and advertising
    • SEO and content marketing
    • Social media marketing
    • Web design and development
    • Email marketing
  • Notable Clients and Case Studies: Prism Digital has handled LinkedIn marketing for major UAE-based clients, significantly increasing their engagement and inquiries.
  • USPs:
    • Award-winning digital marketing strategies
    • Expertise in leveraging LinkedIn for B2B marketing
    • Strong focus on creative and innovative solutions
    • Helps connect directly with industry decision-makers
  • Industries: Hospitality, Real Estate, Pharmaceuticals.
  1. Red Berries
  • Location: Dubai, UAE
  • Background: Red Berries was established in 2004 and has evolved from a creative agency into a full-service digital marketing firm. It is known for its customized and innovative digital marketing strategies.
  • Key Services:
    • LinkedIn marketing and advertising
    • SEO and SEM
    • Ad campaigns
    • Content marketing
  • Notable Clients and Case Studies: Red Berries has implemented successful LinkedIn campaigns for clients in multiple sectors, driving significant engagement and brand recognition improvements.
  • USPs:
    • Customized LinkedIn advertising plans
    • Experts to help you
    • Extensive experience in managing LinkedIn advertising campaigns
  • Industries:  Real Estate, Pharmaceuticals, Hospitality.
  1. Spider Works
  • Location: Dubai, UAE
  • Background: SpiderWorks has established itself as a top LinkedIn marketing agency in Dubai. They focus on creating and managing effective LinkedIn marketing strategies that drive business growth.
  • Key Services:
    • LinkedIn marketing and advertising
    • Content creation and management
    • SEO strategy
    • Analytics and optimization
  • Notable Clients and Case Studies: SpiderWorks has successfully executed LinkedIn campaigns for clients in various sectors, leading to enhanced brand authority and increased lead generation.
  • USPs:
    • Precision targeting with LinkedIn marketing and outreach campaigns
    • Expertise in crafting compelling LinkedIn content and building connections
    • A data-driven approach to continuous improvement using consistent analysis and refinement
  • Industries: Real Estate, Hospitality, Finance.

Selecting the right LinkedIn marketing agency can be crucial for businesses aiming to maximize their online presence and drive growth. That said, the necessity of partnering with a specialized LinkedIn marketing agency cannot be overstated. These agencies enable businesses and professionals to leverage LinkedIn's vast capabilities with precision and expertise. Companies can optimize outcomes and maximize return on investment (ROI) by prioritizing data-driven strategies.

Here’s how you can take a pick

Conducting thorough research into an agency's background, client portfolio, and industry recognition is the first step to making an informed decision. Here are some steps to consider:

  • Review Client Portfolios: Look at the types and sizes of clients the agency has served. A diverse portfolio indicates the agency’s capability to cater to different needs.
  • Examine Case Studies: Success stories and case studies provide insight into the agency’s strategies and their effectiveness in achieving client goals.
  • Check Testimonials: Positive feedback from satisfied clients highlights the agency’s competence and reliability.
  • Evaluate Industry Recognition: Awards and recognitions validate an agency's capabilities and standing within the marketing community.

Agencies specializing in LinkedIn marketing offer tailored services that maximize the platform's potential, from profile optimization to targeted advertising and lead generation.
LinkedIn remains a vital conduit for professional development and business innovation as the region participates in digital transformation.

While these agencies will help you up your LinkedIn game, we at Factors are launching LinkedIn AdPilot. This tool will help you unlock the power of data-driven insights to precisely target the correct accounts and rapidly enhance your LinkedIn ROI. Don’t just take our word for it; join our beta program today and discover how AdPilot can revolutionize your marketing strategy.

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