
Hello to whoever is reading this. I'm Janhavi, a lawyer who went through a series of unfortunate events and realised that law isn’t for her. I stumbled on marketing by accident (as most of us do, I presume) and fell in love with it. From writing a simple 800-word blog post for a coaching center to creating content for SaaS companies around the world, my professional trajectory has been nothing short of a rollercoaster!
But that's about work. Aside from writing long-form articles, I like to travel, bake, read, and watch psychological thrillers. I spend my free time incessantly finding new things to learn about, be it philosophy, politics or new countries I can travel to for cheap.
To quote Walt Whitman, "I am large; I contain multitudes". If you’re curious to find out more or just want to yap about life, feel free to connect with me on LinkedIn and catch up!
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Top UnifyGTM Alternatives for Signal-Based GTM
“Signal-based sales” and “Signal-based marketing” – seem like the marketing buzzwords in 2024. Gone are the days when GTM teams had to rely on a gut feeling to close a deal. Running sales and marketing initiatives becomes a breeze when using the right ABM tool to capture and organize multiple intent signals.
Unify (or UnifyGTM) is one such tool that helps you target in-market buyers at the right time. However, many more tools in the market offer a wide variety of features to improve your signal-based GTM efforts.
Let’s have a look at the top UnifyGTM alternatives and competitors in 2025 ⬇️
About Unify: Pros, Cons, and Pricing
Unify is a GTM platform that automates powerful, end-to-end sales intelligence and engagement workflows via warm outbound. Leveraging intent data and AI, Unify handles everything from prospecting target personas to personalized engagement at scale.

Its key features include:
- Intent signals from multiple sources such as website, G2 with CRM integration
 - Contact database of 120M contacts
 - Auto-personalized sales email sequences based on intent data
 - Use intent, enrichment, and CRM data to build audiences and trigger playbooks.
 
The pros and cons, according to G2, are as follows:

Multiple reviews across G2 say that while the platform is easy to use, quite a few features are missing, which are present in other Unify alternatives.

Here’s the pricing breakdown for Unify:

The $700/mo pricing may not be suitable for SMBs. Hence, you should look for a tool that offers all the above features at a feasible price.
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What to look for in a UnifyGTM alternative
1. Customizable Reporting & Dashboards
Tailoring reports to specific go-to-market (GTM) metrics and key performance indicators (KPIs) is essential. A platform that offers real-time updates and automated data visualization allows marketers to track performance effortlessly ensuring timely adjustments to strategy.
2. Cross-Channel Attribution
Advanced algorithms that help prioritize potential customers are invaluable for targeting the right leads. Platforms with support for account-based marketing (ABM) that offer robust scoring models make it easier for teams to focus on high-value accounts.
3. Campaign Automation & Management
A tool that automates workflows for launching, managing, and optimizing campaigns, along with built-in collaboration tools for campaign planning, can save time and improve coordination across teams.
4. Funnel Analysis
The ability to break down customer funnels into detailed stages helps marketers identify drop-off points and optimization opportunities. Ideally, the platform should allow customization of funnel stages to match unique GTM strategies.
5. Audience Segmentation
Platforms with advanced segmentation options based on behavioral data, demographics, firmographics, or custom attributes enable personalized targeting. The ability to create dynamic, real-time segments ensures that marketing efforts are always relevant.
6. LinkedIn intent data
LinkedIn is the place to B2B for most of your ICP. Thus, LinkedIn plays a crucial role in generating revenue for your org. Choose a tool that gives you LinkedIn intent data so you can make smarter decisions with your ad campaigns.
Top 6 UnifyGTM alternatives for signal-based marketing
- Factors.ai
 

Factors.ai is a B2B marketing analytics and attribution platform that identifies anonymous website visitors and tracks their engagement with your marketing efforts.
Why Factors is a good Unify alternative
- We are the only solution on this list to offer LinkedIn AdPilot, your one-stop solution to improve your LinkedIn campaign ROI
 - Segment Insights that tell you exactly how each channel contributes to pipeline growth
 - Custom workflow automations to avoid tool-switching between CRMs and MAPs
 - Robust reporting capabilities as compared to Unify
 
Limitations
- Factors doesn’t offer person-level contact information unless integrated with tools like Apollo or Bombora
 
Pricing

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2. Apollo.io

Apollo is a sales intelligence and engagement platform. It is an end-to-end sales solution platform with over 265 million contacts. It provides access to rich buyer data, analytical insights, and automated and personalized outreach workflows.
Why Apollo is a good Unify alternative
- Better quality prospect data
 - Cost-effective compared to other tools in the market
 
Limitations
- It is difficult to navigate the platform due to the vast range of features
 - Reporting features can be improved
 

Pricing

- Warmly
 

Warmly is a sales orchestration platform built for sales and marketing teams looking to unlock their website’s revenue potential.
Why Warmly is a good Unify alternative
- Great for sales teams to reach out to ready-to-buy accounts
 - Identifies accounts visiting website,
 
Limitations
- Doesn’t offer LinkedIn or G2 intent data
 - Pricing is far higher than other tools in the market offering similar features
 
Pricing

💡Also read: Top 10 Warmly.AI Alternatives | Compare Pros, Cons & Pricing
- Zoominfo Sales
 

Why Zoominfo is a good UnifyGTM alternative
- Beyond just data, ZoomInfo integrates with sales workflows, offering tools like email automation, engagement tracking, and CRM integration.
 - Extensive contact database, a feature missing in Unify at the moment
 
Limitations
- Unify is a better fit for signal-based marketing since Zoominfo’s prime focus is on lead management
 - You can automate your outreach based on intent, a feature missing in ZoomInfo at the moment
 
Pricing
To find out Zoominfo pricing, check out our piece where we explain it in detail here: ZoomInfo Pricing, Alternatives & Overview
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- Lusha
 

Lusha is an AI sales tool that allows businesses to enrich, qualify and reach out to high-intent prospects and close deals faster.
Why Lusha is a good Unify alternative
- Access to high quality contact data
 - Chrome extension that allows you to scrape data from multiple sources on the web
 
Limitations
- Limited data from LinkedIn
 - According to multiple reviews it’s costlier that other tools that offer similar features
 
Pricing

- Common Room
 

Common Room is a customer intelligence and community engagement platform that helps businesses consolidate and analyze signals from various sources. It provides actionable insights from community interactions, social media, and other digital touchpoints, enhancing customer understanding and engagement.
Why Common Room is a good UnifyGTM alternative
- Common Room offers signals for Dev teams, a feature currently unavailable in Unify
 - At the time of writing this piece, Common Room offers intent signals from Discord, LinkedIn, which isn’t available in Unify
 
Limitations
- Common Room doesn’t offer a contact database
 - Steeper learning curve as compared to the other tools in the space
 
Pricing

💡Also read: Top 7 Common Room Alternatives for Signal Detection & GTM Strategy
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Why Factors takes the win
Unlike most of the tools mentioned above, Factors allows you to extract signals from multiple sources, such as your website, CRMs, MAPs, LinkedIn, and G2. You can consolidate these signals and gauge how each channel contributes to revenue.
You can also use our advanced report-building capabilities to track the buyer journey and analyze account engagement at every stage of the funnel.
Book a demo today to learn more about how Factors can empower your signal-based GTM motion.
Best Unify Alternatives for Signal-Based GTM
Looking for Unify alternatives to enhance your GTM strategy?
Several tools offer better reporting, intent data, and automation.
1. Factors: Combines LinkedIn AdPilot, funnel analysis, and revenue attribution.
2. Apollo.io: Extensive B2B contact database with outreach automation.
3. ZoomInfo: Integrated sales workflows and intent-based targeting.
4. Lusha: AI-powered prospect enrichment for better lead quality.
5. Warmly: Identifies high-intent website visitors for personalized engagement.
6. Common Room: Provides dev-focused signals for community-driven growth.
Factors.ai stands out by consolidating multi-channel signals, improving GTM efficiency. If you need deeper insights and better attribution, these Unify alternatives offer scalable solutions.
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Apollo vs Zoominfo: Choose the Right Sales Intelligence Tool
Sales teams struggle to find the right leads because choosing the right sales intelligence tool is challenging. With so many options in the market, it’s hard to know which platform delivers the most value.
Choosing the wrong tool can cost you time, money, and even missed revenue opportunities. Apollo and ZoomInfo are two popular solutions, but each has its own strengths and limitations. Which one will help your team hit its sales targets without breaking the bank?
This article will compare Apollo vs. ZoomInfo, covering features, pros, cons, and pricing so you can make an informed choice. Plus, we’ll introduce Factors.ai, a data-driven alternative that combines sales intelligence with actionable insights and revenue impact measurement. Read on to find the best solution for your sales team.
TL;DR:
- Apollo: Offers a cost-effective solution with key features like enriched contact data, email automation, and CRM integrations. Suitable for startups and mid-market companies looking for a budget-friendly option.
 - ZoomInfo: Provides highly accurate and comprehensive data with advanced search filters and intent data capabilities. Ideal for larger enterprises that require robust sales intelligence.
 - Factors.ai: Goes beyond basic sales intelligence by providing a holistic view of sales and marketing data, integrating attribution, and measuring revenue impact for more data-driven decision-making.
 - Feature Comparison: ZoomInfo excels in data quality, while Apollo is more affordable with strong email sequencing capabilities. Factors.ai stands out with its multi-channel attribution features and actionable insights.
 - Alternative Recommendations: Apollo is a good alternative to ZoomInfo for budget-conscious teams, while ZoomInfo remains a solid choice for those who prioritize top-tier data accuracy. Factors.ai offers a more comprehensive approach to B2B sales intelligence, connecting sales efforts to revenue impact.
 
Apollo Overview

Key Features
Apollo is a sales intelligence platform that helps B2B sales teams streamline their lead generation and outreach processes. Here are some of its key features:
- Enriched Contact Data: Provides access to over 250 million contacts, with email addresses, phone numbers, and company information.
 - Email Sequencing: Built-in email automation allows for the creation of creating personalized email sequences.
 - CRM Integrations: Seamlessly integrates with Salesforce, HubSpot, and other popular CRM platforms.
 - Lead Scoring: Uses AI to rank prospects based on their likelihood to convert.
 - Engagement Tracking: Monitors email opens, clicks, and replies for better follow-up strategies.
 
Pros and Cons
(Based on reviews from G2, TrustRadius, and Capterra)
Pros:
- Affordable Pricing: Users appreciate Apollo's budget-friendly pricing, making it suitable for startups and mid-sized businesses.
 - Strong Email Sequencing Capabilities: The tool's email automation features are highly rated for ease of use and effectiveness.
 - User-Friendly Interface: The platform is easy to navigate, even for sales teams with little technical experience.
 - Reliable Data Quality: While not as comprehensive as ZoomInfo's data, Apollo's is considered accurate and useful for most sales teams.
 
Cons:
- Limited Data Accuracy for Smaller Companies: Some users report that contact data for smaller companies is less reliable.
 - Basic Reporting Features: Reporting capabilities are not as advanced as ZoomInfo offers.
 - Limited Intent Data: Apollo lacks robust intent data, which can be a drawback for teams prioritizing account-based marketing.
 

Pricing
Apollo offers a more flexible pricing structure than ZoomInfo. Plans for basic features start at around $39 per month per user. Enterprise-level plans are available for teams requiring more extensive data and capabilities.
ZoomInfo Overview

Key Features
ZoomInfo is a leading sales intelligence tool known for its extensive contact database and high data accuracy. Key features include:
- Comprehensive Contact Database: Access to a vast database with millions of B2B contacts, including direct dials and verified email addresses.
 - Advanced Search Filters: Allows sales teams to filter contacts by industry, job title, company size, and more.
 - Intent Data: Identifies companies actively searching for products or services related to yours.
 - Sales Automation: Provides automated workflows for outreach, including email templates and engagement tracking.
 - CRM and Marketing Automation Integrations: Integrates seamlessly with tools like Salesforce, Marketo, and HubSpot.
 
Pros and Cons
(Based on user feedback from G2, TrustRadius, and Capterra)
Pros:
- High Data Accuracy: Users consistently praise ZoomInfo for its top-tier data accuracy and contact coverage.
 - Robust Intent Data Capabilities: The platform provides actionable intent data for account-based marketing efforts.
 - Advanced Search Functionality: Offers more granular search filters compared to Apollo.
 - Comprehensive Integrations: Integrates well with most major CRM and marketing automation platforms.
 
Cons:
- Expensive Pricing: ZoomInfo's pricing is a significant investment, making it more suitable for larger sales teams and enterprises.
 - Steep Learning Curve: The platform's numerous features can be overwhelming for new users.
 - Occasional Data Gaps: Some users report gaps in data coverage for international contacts.
 

Pricing
ZoomInfo's pricing is customized based on the number of seats and features required. You can check out Zoominfo pricing here
Why Apollo is a Good ZoomInfo Alternative
- Budget-Friendly: Apollo's pricing is significantly more affordable, making it a great choice for startups and mid-sized companies that need a cost-effective solution.
 - Email Sequencing: The tool's robust email automation capabilities are highly rated and can replace the need for a separate outreach tool.
 - User-Friendly: The platform is straightforward and easy to use, minimizing the need for extensive training.
 
Why ZoomInfo is a Good Apollo Alternative
- Data Accuracy: ZoomInfo offers superior data quality, especially for enterprise-level sales teams that require the most accurate contact information.
 - Robust Intent Data: ZoomInfo’s intent data capabilities are highly valuable for companies focused on account-based marketing.
 - Comprehensive Search Filters: The advanced filtering options help sales teams target prospects more precisely.
 
Why Factors.ai is the Best Alternative to Both
Key Features of Factors.ai
Factors.ai is a robust analytics and attribution platform designed to provide more than just contact information. Its features include:
- Multi-Channel Attribution: Factors.ai connects marketing efforts across multiple channels, providing insights into what truly drives sales conversions.
 - Revenue Impact Measurement: Measures the ROI of sales and marketing activities by linking campaign data to actual revenue outcomes.
 - Lead and Account Scoring: Advanced AI-driven scoring helps sales teams prioritize high-quality leads based on multi-touch attribution data.
 - Customizable Dashboards: Tailored reports and dashboards for sales leaders to track performance across different stages of the sales funnel.
 - Seamless Integrations: Works with popular CRMs and marketing tools like Salesforce, HubSpot, Marketo, and Google Analytics.
 

Benefits Over Apollo and ZoomInfo
- Holistic View of Sales Performance: Factors.ai offers a broader scope than Apollo and ZoomInfo by combining sales intelligence with multi-channel attribution and revenue measurement.
 - Data-Driven Decision Making: Enables sales leaders to allocate resources more effectively by identifying high-ROI activities.
 - More Cost-Effective Than ZoomInfo: Provides a powerful suite of tools at a more competitive price than ZoomInfo, while still offering deeper insights than Apollo.
 - Improved Alignment Between Sales and Marketing: Factors.ai’s focus on revenue impact ensures both sales and marketing teams are working towards the same goals.
 

Choosing the Right Sales Intelligence Platform
Apollo and ZoomInfo are leading sales intelligence tools, each catering to different business needs.
1. Apollo Overview: Affordable and user-friendly, ideal for small to mid-sized businesses. Offers 275M+ contacts, AI-driven data verification, CRM integrations, and sales engagement features like email automation.
2. ZoomInfo Overview: Comprehensive B2B database with 600M+ profiles, advanced search filters, real-time job alerts, and deep analytics. Best suited for large enterprises needing robust data and integrations.
3. Key Differences:
- Pricing: Apollo is cost-effective; ZoomInfo is premium-priced.
- Features: Apollo focuses on sales engagement; ZoomInfo provides deeper analytics and extensive firmographic data.
- Best For: Apollo suits smaller teams; ZoomInfo is ideal for complex, data-driven organizations.
Selecting the right platform depends on business size, budget, and data requirements.
Conclusion
Both Apollo and ZoomInfo are excellent tools for B2B sales teams, but each has strengths and weaknesses. Apollo is ideal for smaller teams and companies that need a budget-friendly option with strong email automation features.
ZoomInfo is the better choice for larger enterprises prioritizing high-quality data and advanced intent data capabilities.
However, Factors.ai emerges as the best alternative for sales teams seeking a more comprehensive approach to sales intelligence. Its multi-channel attribution and revenue impact features go beyond what Apollo and ZoomInfo offer, making it an excellent choice for sales leaders who want to link sales activities directly to revenue outcomes.
If you're looking for a platform that combines sales intelligence with actionable insights and advanced analytics, Factors.ai is the tool for you.
Book a demo today to learn how Factors can help you supercharge your sales strategy.
Also read, Factors vs ZoomInfo: Pros and Cons.
FAQs
Q1. Is Apollo a cheaper alternative to ZoomInfo?
Yes, Apollo is generally more affordable than ZoomInfo, making it a good option for small to mid-sized businesses.
Q2. Does ZoomInfo provide intent data?
Yes, ZoomInfo offers robust intent data capabilities to help identify companies actively searching for relevant products or services. However, Factors.ai gives a more holistic approach to using intent data for your GTM efforts.
Q3. How does Apollo's data accuracy compare to ZoomInfo's?
While Apollo provides reliable data, ZoomInfo is often considered to have superior data accuracy, especially for large enterprises
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Improve LinkedIn Ads Targeting with Audience Builder
When you think of launching an ABM campaign, it’s natural to consider running LinkedIn ads. All you need to do is build and upload an audience list of your target accounts and launch your ads… right? Unfortunately, creating audience lists isn’t a walk in the park.
Your ability to maximize the value of your ads depends heavily on how you target them. If you want to build the perfect audience list, you need to look through mountains of data across multiple tools and Excel sheets while manually categorizing it according to your campaign goals.
Luckily, we have “Audience Builder” to prevent you from wasting your money.
In this article, we’ll show you how using Audience Builder is an effective way for you to target your audience on LinkedIn 🎯
Audience targeting: why the old way doesn’t work
Marketers typically build multiple audience lists for several different marketing initiatives, such as:
- ICP lists
 - ABM lists
 - Retargeting lists
 - Webinar lists
 - Intent data lists
 - SDR lists, etc.
 
You might rely on LinkedIn’s native targeting filters to build your target account list. However, this comes with a set of challenges, such as:
- LinkedIn native targeting filters don’t include intent data, making it difficult to specifically target high-intent accounts
 - LinkedIn’s job titles and industry tags are still being updated, so you might unintentionally target accounts that don’t fall under your ICP.
 
Of course, you can also build target account lists outside the platform via Apollo or Zoominfo and upload them to Campaign Manager. However, building out and vetting this list while sorting through different data sets would be time-consuming. Let’s say you want to build a list excluding your existing customers or those who have already signed up for a demo. It becomes tedious to scope out and filter every single account. Plus, you also have to continuously update this list every day according to when prospects book demos.
Now that’s A LOT ☠️
Abhishek at Descope explains why they faced a challenge when creating audience lists for their LinkedIn ad campaigns:
“Most tech companies have very complex buying groups with multiple stakeholders where the decision-maker and influencer differ. We were looking for a scalable way to craft the right message for the right buyer role at the right organization size without blowing the company’s budget.” – Abhishek Iyer, Director of Marketing at Descope.
For all these reasons, you need a tool that consolidates and integrates all your account data across multiple tools and automatically creates an audience list of accounts interested in your solution. Fortunately, your search ends here!
Introducing Audience Builder
Audience Builder allows you to build any audience from your Factors data and automatically sync these lists directly to LinkedIn. Let’s show you how:
Segment your audience lists based on intent data
Let’s say you want to show your ads specifically to accounts who visit your pricing page. You can use the event as a trigger to add them to a LinkedIn audience. Now, you can show ads to product-aware accounts, aiming to engage them further after they've shown interest.
You can skip the guesswork and leverage the power of intent data to target the accounts genuinely interested in your product. You avoid wasting ad spend and can have your GTM team prioritize the right prospects to meet your pipeline targets

Sync data from multiple sources
Every marketing team uses various tools across their tech stack, each with different capabilities. However, syncing data across these tools to create an airtight audience list can be tricky.
Let’s say you use Salesforce. Since Salesforce doesn’t have a native sync with LinkedIn, you have to manually sort and build the list before uploading it to Campaign Manager. Plus, Salesforce doesn't offer website intent data or G2 intent data, so you cannot filter accounts that are genuinely interested in your solution. That’s where Factors comes in.
We help you unify end-to-end B2B customer journey data from G2, Linkedin, CRMs, and MAPs, giving you insights into every customer segment, their intent signals, and how to reach them effectively.

Here’s an example of how Descope uses the Audience Builder feature to build their lists:
“Factors provides granular visibility into accounts visiting our website as well as their engagement across G2 and other channels. Accordingly, we receive tons of insight into account activity without the need for form submissions or sign-ups.
Based on this, we’ve created 3 audience segments: Top, middle, and bottom of the funnel. These audiences are pushed into LinkedIn campaigns and served tailored ads based on their sales cycle stage.” – Abhishek Iyer, Director of Marketing at Descope
Audience Builder use cases
Now, you can leverage every bit of GTM data to create and activate the most relevant audiences. Here are a few ways you can use this shiny new feature to supercharge your LinkedIn ads:
- US-based software companies with 500+ employees that visited the pricing page >2 times and are not in the CRM: When ICP accounts visit a high-intent page like your pricing or demo booking page, they are far more engaged than just regular website visitors. You can create a list of such accounts in your CRM and launch a retargeting campaign where you can use ads to drive consideration for your product.
 

- ICP accounts that clicked on a search ad but failed to convert: Suppose a set of accounts clicked on a search ad that includes a feature keyword. You can use this data to push these accounts to a list that shows ads related to the relevant feature. Plus, you can add a condition to exclude companies who booked a demo.
 

- Enterprise Software and IT services companies that engage with more than 5 pages of your G2 category: When you notice accounts engage with your G2 page, they are evaluating your solution. Create a list targeting decision-makers and launch an ad campaign highlighting your best reviews and case studies.
 

- ABM target accounts that viewed LinkedIn ads and then visited the website: Prospects that visit your site after clicking an ad are likely problem-aware, so you can create an account list and add them to a sequential ad campaign to move them further down the funnel.
 
Once Descope used Factors to build audience lists, they saw positive results and could easily target their ICP accounts without sifting through loads of data across their tech stack:
“Factors is already playing a key role in helping us make our LinkedIn paid spend more efficient. Even if one person from a specific account visits our website, Factors helps us target decision-makers and the larger buying committee as a 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.” – Abhishek Iyer, Director of Marketing at Descope.
Enhancing LinkedIn Ad Targeting with Factors.ai's Audience Builder
Factors.ai’s Audience Builder refines LinkedIn ad targeting by leveraging intent data for precise audience segmentation.
- Targeting with Intent Data: Identify high-intent accounts, such as those visiting pricing pages.
- Automated Audience List Creation: Integrates data from multiple sources to streamline segmentation and reduce manual effort.
- Direct LinkedIn Sync: Ensures ads reach relevant prospects in real-time, boosting engagement and conversions.
By addressing limitations in LinkedIn’s native filters—such as outdated job titles and lack of intent data—Audience Builder enhances targeting accuracy, improves campaign performance, and drives higher ROI.
Join the waitlist today
Building a solid audience list is key to targeting your ideal prospects. With AdPilot, you can use data-driven insights to effectively target the right accounts at the right time and double your LinkedIn ROI. Speak to our experts today to learn how AdPilot can revamp your LinkedIn ads strategy.

LinkedIn Industry Tags 101: What Marketers Must Know
LinkedIn is truly the place to B2B, isn’t it?
80% of B2B marketers say LinkedIn is part of their advertising strategy because 4 out of 5 of its 900 million members drive business decisions, making it a key platform for lead generation. Marketers can launch ad campaigns to target decision-makers from small businesses to Fortune 500 companies worldwide.
LinkedIn’s robust campaign manager platform allows companies to set their targeting criteria based on 20 different attribute categories, such as company, job experience, education, demographics, interests, and traits.

However, while LinkedIn campaign manager is a boon for running B2B ads, there's room for refinement when it comes to the ad platform's industry tag categorization and audience targeting mechanism.
The LinkedIn industry list currently consists of 24 main categories and 148 subcategories as applicable industries for company profiles. These categories are presently visible for company pages but are yet to be updated on Campaign Manager.

While these categories cover a wide range of industries, this article explores why they may still be insufficient — and how we can overcome the hurdle of vague industry tags to optimize ad performance ⬇️
How Does LinkedIn Campaign Manager Define Industries?
LinkedIn defines industry as the company's primary industry, which is where the member is employed, as stated by the company. Additional industries may be inferred about the company and included for targeting.
Individuals can’t choose the industry but rather get assigned the company's industry to which they are attached.
The problem arises when there is limited clarity on which industry a particular company belongs to. When selecting the industry option of a LinkedIn company page, the creator or page admin determines the industry. Since these are subjective, irregularities can occur especially when a company can come under two different industries.
For instance, a health tech company can come under “health, wellness and fitness,” “hospital and health care” or “software development”
Let’s look at this with a detailed example 🔽
Suppose you want to showcase your ad to decision-makers working in fintechs specifically. Here are examples of 3 fintech companies and how LinkedIn identifies their industries:
1. RazorpayXPayroll is placed under “IT services and consulting,” whereas it’s payroll software.

2. PayPal & Payoneer are similar platforms that facilitate international bank transfers but are under different industry tags.


As you can see, all 3 companies are virtually the same but are categorized differently on Linkedin. Seems confusing, right?
You risk losing out on ICP companies or worse you spend on irrelevant companies that are not your ICP because LinkedIn's categorization is different from your expectations
For instance, if you want to target fintechs and pick “financial services” in campaign manager, you’d also end up advertising to banks and investment companies.
Or if you pick “software and development,” your ads are shown to every other software company, regardless of whether they come under your ICP.
And we all know that an unqualified prospect can take a lot of time from your sales and marketing team, costing your company more than it pays.
Now the real question is,
How Do You Overcome This Problem?
Here’s what Tim Davidson, VP of Marketing at B2B Rizz, has to say:
As mentioned above, creating a target account list on a third-party platform allows you to present your ads to high-intent companies that actually fall within your ICP without overshooting your paid ad spend.
You can either build a list of cold accounts on a database tool like Apollo or ZoomInfo or build granular segments of warm ICP accounts engaging on your Website, LinkedIn, G2, CRM, etc. inside Factors.
💡You can use Factors account segments to identify and create a list of web visitors segmented by source and how far along they are in the customer journey. You can also refine the list by targeting accounts that visit high-intent pages (pricing pages, comparison blogs, G2 reviews, etc.) and fit your ICP based on demographics, industry, technographics, revenue, etc. Once done, you’ll have a list of high-fit, high-intent accounts.
Upload this list when creating audiences on LinkedIn to skip the ambiguity and save ad spend. It also comes in handy when launching retargeting campaigns to prospects in the solution-aware stage.

Understanding LinkedIn Industry Tags
LinkedIn industry tags help categorize companies into 24 main categories and 148 subcategories, enabling audience segmentation for B2B advertising.
- Challenges in Targeting: Categories can be ambiguous, making precise audience segmentation difficult.
- Classification Issues: A health tech company may fall under multiple categories like "Health, Wellness and Fitness," "Hospital and Health Care," or "Software Development."
- Optimizing Targeting: Combine industry tags with job titles, company size, and demographics for better audience reach.
Refining targeting strategies with additional attributes ensures more accurate segmentation, improves ad performance, and enhances B2B marketing effectiveness.
Wrapping Up
LinkedIn’s native targeting features while useful still have some room for optimization that the LinkedIn team is currently working on solving. In the meantime, you can use target account lists to save time and exclusively target your ads to prospects in market for your solution.
Find out how you can use Factors.ai for LinkedIn retargeting
And guess what? We’re coming up with something exciting that can help you revamp your LinkedIn ad strategy and make the most of LinkedIn. Stay tuned for more!
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Top 10 GTM metrics your revenue team must track
Whether you’re launching a new product or planning to expand in a new market, a great GTM strategy is your key to success.
However, a strategy is only as good as the metrics used to measure it. Tracking the right GTM metrics can provide actionable insights into customer acquisition, retention, and overall business growth.
In this guide, we’ll explore the top GTM metrics you should track, explain why they matter, and provide actionable examples to help you apply these insights.
TL;DR:
- This article covers the top GTM (Go-to-Market) metrics businesses should track to evaluate and optimize their strategies.
 - We discuss essential metrics like Customer Acquisition Cost (CAC), Customer Lifetime Value (CLTV), Sales Cycle Length, Conversion Rate, Churn Rate, and more.
 - You'll learn why these metrics are important, how they impact your business, and actionable examples to help you apply them effectively.
 
What is GTM?
Before diving into metrics, let's define GTM. Go-to-market (GTM) refers to a company's process and strategy for bringing a product to market and reaching target customers. It encompasses marketing, sales, distribution, and customer service activities. A GTM strategy outlines how a company plans to sell and deliver its product to customers.
Why Are GTM Metrics Important?
GTM metrics are critical because they provide quantifiable insights into how well your GTM strategy is performing. These metrics allow businesses to:
- Identify areas for improvement in marketing, sales, and distribution.
 - Align cross-functional teams with shared goals and performance indicators.
 - Predict future performance and make informed decisions.
 - Justify investments and budget allocations based on data-driven insights.
 
Tracking these metrics ensures that your GTM strategy is on the right path and helps you pivot when necessary.
Top GTM Metrics to Track
- Customer Acquisition Cost (CAC)
 
CAC measures the cost of acquiring a new customer. It includes all marketing and sales expenses divided by the number of new customers acquired during a specific period. A high CAC can indicate inefficiencies in your GTM strategy, while a low CAC suggests that you're acquiring customers cost-effectively.

Suppose your marketing expenses for Q1 were $100,000, and your sales expenses were $50,000, totaling $150,000. If you acquired 300 new customers in Q1, your CAC would be $500. By tracking this, you can evaluate whether your acquisition channels are efficient or need optimization.
- Customer Lifetime Value (CLTV)
 
CLTV estimates the total revenue a customer will generate during their relationship with your company. Compared to CAC, it gives insight into the profitability of your GTM strategy. A higher CLTV suggests that customers find value in your product, leading to longer relationships and more revenue.

If a customer spends $200 monthly for 24 months, the CLTV is $4,800. If your CAC is $500, your customer is providing nearly 10x return on your acquisition cost, signaling a healthy business model.
- Sales Cycle Length
 
The sales cycle length measures the time it takes to convert a lead into a paying customer. A shorter sales cycle means you're efficiently moving prospects through the pipeline, while a longer cycle may indicate friction points in your process.

Track the average time from the first interaction (e.g., demo request) to the closed sale. If the average sales cycle is 60 days, but top competitors close within 30 days, you should refine your sales approach.
- Conversion Rate
 
The conversion rate measures the percentage of leads or prospects that convert into paying customers. This metric is essential because it directly impacts revenue and highlights the effectiveness of your GTM strategy.
If you generate 1,000 leads from a campaign and convert 100 into customers, your conversion rate is 10%. Analyzing conversion rates at different stages of the funnel can help you identify bottlenecks and improve your process.
- Churn Rate
 
The churn rate measures the percentage of customers who stop using your product or service during a given period. A high churn rate can indicate problems with product-market fit, customer satisfaction, or customer support. Reducing churn should be a priority in any GTM strategy.
If you start with 1,000 customers in January and lose 100 by the end of the month, your churn rate is 10%. By tracking churn, you can implement strategies to improve retention, such as personalized onboarding or enhanced customer support.
- Net Promoter Score (NPS)
 
NPS measures customer loyalty and satisfaction by asking customers how likely they are to recommend your product or service to others. A high NPS indicates strong customer advocacy, while a low score suggests room for improvement in your product or customer experience.

After a customer purchases, send out an NPS survey. If your score is below industry benchmarks, you may need to re-evaluate your GTM strategy, focusing on enhancing customer satisfaction and loyalty.
- Market Penetration Rate
 
This metric measures the percentage of your target market that you’ve captured. Understanding how well your product is performing in the market and how much growth potential remains is essential.
If you’re targeting a market of 100,000 potential customers and have acquired 10,000, your penetration rate is 10%. Tracking this over time helps you assess the effectiveness of your GTM strategy and identify new growth opportunities.
- Revenue Growth Rate
 
The revenue growth rate is a key indicator of your company's financial health and the effectiveness of your GTM strategy. It shows how quickly your revenue increases over time, which is crucial for long-term sustainability.
If your revenue grew from $1 million to $1.2 million in a year, your growth rate is 20%. Analyzing this metric alongside other GTM metrics can help identify the drivers behind your revenue growth.
- Cost Per Lead (CPL)
 
CPL measures the cost of generating a new lead. It’s a vital metric for understanding the efficiency of your marketing efforts. A high CPL might suggest that your marketing channels are not cost-effective, while a low CPL indicates efficient lead generation.

If you spend $10,000 on a campaign that generates 500 leads, your CPL is $20. You can allocate your budget to the most efficient sources by comparing CPL across different channels.
- Customer Retention Rate
 
The retention rate measures the percentage of customers who continue to use your product over time. A high retention rate indicates customer satisfaction and loyalty, while a low rate may signal that your product or service isn't meeting customer needs.

If you have 1,000 customers at the start of the month and 950 by the end, your retention rate is 95%. Tracking this metric helps you identify patterns and implement strategies to retain customers, such as loyalty programs or regular check-ins.
How to Effectively Track GTM Metrics
Now that you know the top GTM metrics to track, let's discuss how to track them effectively:
- Set Clear Goals: Begin by defining what success looks like for each metric. For example, if your goal is to reduce CAC, determine a specific target, such as lowering CAC by 15% within six months.
 - Use the Right Tools: Invest in analytics and CRM tools that track and visualize your GTM metrics in real-time. Platforms like Google Analytics, HubSpot, and Salesforce can be valuable for monitoring various GTM metrics.
 - Regular Reporting: Create a regular reporting cadence to review your GTM metrics with your team. This could be weekly, monthly, or quarterly, depending on your business needs. Regular reviews help keep your strategy on track and allow you to adjust quickly when necessary.
 - Focus on Actionable Insights: Metrics alone won’t drive success. You need to derive actionable insights from them. For instance, if your churn rate is high, look into customer feedback to understand why and implement changes accordingly.
 - Align Metrics with Business Objectives: Ensure the GTM metrics align with your business goals. For example, if your objective is to grow market share, focus on metrics like market penetration rate and revenue growth.
 
Key Takeaways
Best Unify Alternatives for Signal-Based GTMLooking for Unify alternatives to enhance your GTM strategy?
Several tools offer better reporting, intent data, and automation.
1. Factors.AI: Combines LinkedIn AdPilot, funnel analysis, and revenue attribution.
2. Apollo.io: Extensive B2B contact database with outreach automation.
3. ZoomInfo: Integrated sales workflows and intent-based targeting.
4. Lusha: AI-powered prospect enrichment for better lead quality.
5. Warmly: Identifies high-intent website visitors for personalized engagement.
6. Common Room: Provides dev-focused signals for community-driven growth.
Factors.AI stands out by consolidating multi-channel signals, improving GTM efficiency. If you need deeper insights and better attribution, these Unify alternatives offer scalable solutions.
Measure your GTM efforts with Factors
Tracking the right GTM metrics is crucial for the success of your Go-to-Market strategy. By focusing on metrics like CAC, CLTV, churn rate, and conversion rates, you can gain valuable insights into your strategy's effectiveness and make data-driven decisions to optimize performance.
Remember, metrics are not just numbers; they are the pulse of your business. Regularly tracking and analyzing these GTM metrics will help you stay ahead of the competition, drive growth, and ultimately achieve your business objectives.
Book a demo to find out how Factors can help you effectively streamline your GTM strategy.
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Growth Marketing vs Demand Generation: A Comprehensive Analysis
As marketers, we face a barrage of new terminology, and it can be confusing to truly understand the nuances of each concept.
Two such terms popping up are “Demand Generation” and “Growth Marketing.”. But how would you differentiate between the two?
Here’s a detailed comparison of growth marketing vs demand generation and how you can implement it for your GTM motion ⬇️
TL;DR,
- Growth marketing focuses on long-term, sustainable growth by optimizing the customer lifecycle, prioritizing customer retention, and using data-driven strategies.
 - Demand generation aims at immediate demand creation through targeted tactics that drive short-term lead generation and conversions.
 - Growth marketing emphasizes long-term relationships, while demand generation focuses on quick results.
 - Understanding both strategies is essential for developing effective marketing plans that align with evolving consumer behaviors and business goals.
 
Definition of Growth Marketing
Growth marketing is a strategic approach focused on achieving long-term sustainable growth for a business. It emphasizes the entire customer lifecycle, from awareness and acquisition to activation, retention, and referral. Unlike traditional marketing, growth marketing prioritizes data-driven strategies and continuous experimentation to optimize results and drive business growth.
Definition of Demand Generation
Demand generation, conversely, is centered around creating immediate demand for products or services. It primarily focuses on short-term lead generation and sales, utilizing targeted marketing tactics to generate interest and drive conversions. Demand generation strategies often involve creating compelling and targeted content to engage potential customers and prompt them to take action.
Importance of Understanding These Concepts in Modern Marketing
Businesses must adapt to changing consumer behaviors and market trends. Understanding growth marketing and demand generation is essential for developing effective marketing strategies that align with business goals and drive tangible results. By comprehending these concepts, businesses can tailor their marketing efforts to meet the evolving needs of their target audience and achieve sustainable growth.
3 Core Concepts of Growth Marketing
Focus on Long-term Sustainable Growth
Growth marketing prioritizes long-term sustainable growth over short-term gains. It involves building a comprehensive customer journey that focuses on nurturing and retaining customers, ultimately maximizing their lifetime value to the business.

Data-driven Strategies
Data is central to growth marketing, guiding decision-making processes and enabling continuous optimization. By leveraging analytics and customer insights, businesses can identify opportunities for growth and tailor their marketing strategies to engage their target audience effectively.
Emphasis on Customer Retention and Lifetime Value
In growth marketing, customer retention and lifetime value are paramount. The focus extends beyond acquiring new customers to nurturing existing ones, fostering long-term relationships, and maximizing the value derived from each customer over time.
3 Core Concepts of Demand Generation
Focus on Short-term Lead Generation and Sales
Demand generation strategies are geared towards generating immediate interest and driving short-term lead generation and sales. The primary objective is to create immediate demand for products or services and prompt potential customers to make a purchase decision.

Targeted Marketing Tactics
Demand generation relies on targeted marketing tactics to reach potential customers at the right time with the right message. This may involve personalized content marketing, social media advertising, and other targeted approaches to capture the attention of the target audience.
Emphasis on Creating Immediate Demand for Products or Services
Unlike growth marketing, demand generation strongly emphasizes creating immediate demand for products or services, driving conversions, and capitalizing on short-term opportunities to generate revenue.
3 Practical Applications of Growth Marketing
Building a Comprehensive Customer Journey
Growth marketing involves mapping a comprehensive customer journey encompassing every stage of the customer lifecycle. By understanding customers' needs and behaviors at each touchpoint, businesses can effectively tailor their marketing efforts to guide prospects through the sales funnel.
Implementing Personalized Marketing Strategies
Personalization is key in growth marketing. It allows businesses to deliver tailored experiences that resonate with individual customers. By leveraging customer data and behavioral insights, businesses can create personalized marketing campaigns that drive engagement and foster long-term loyalty.
Leveraging Analytics and Data for Continuous Improvement
Analytics and data serve as the backbone of growth marketing, enabling businesses to measure their marketing efforts' performance and identify areas for improvement. Businesses can optimize their marketing initiatives by continuously analyzing data and iterating on strategies to achieve sustainable growth.
3 Practical Applications of Demand Generation
Creating Compelling and Targeted Content
Demand generation relies on creating compelling, targeted content that resonates with the target audience. Whether through blog posts, videos, or social media content, businesses must craft messaging that captures attention and prompts action.
Utilizing Various Marketing Channels for Lead Generation
To effectively generate demand, businesses must leverage various marketing channels, including social media, email marketing, search engine optimization, and paid advertising. By diversifying their approach, companies can reach a wider audience and drive interest in their products or services.
Implementing Effective Sales Strategies to Convert Leads into Customers
Demand generation strategies extend beyond lead generation to encompass the conversion of leads into customers. This involves implementing effective sales strategies, nurturing leads through the sales process, and ultimately driving conversions to capitalize on the demand generated.
3 Key Differences Between Growth Marketing and Demand Generation
Timeframe for Results
One key difference between growth marketing and demand generation is the timeframe for results. While demand generation focuses on immediate results and short-term gains, growth marketing prioritizes sustainable growth over time.
Focus on Customer Relationship
Growth marketing strongly emphasizes building and nurturing long-term customer relationships, focusing on customer retention and lifetime value. In contrast, demand generation is more transactional, aiming to create immediate demand and drive quick conversions.
Metrics for Measuring Success
The metrics used to measure success also differ between growth marketing and demand generation. Growth marketing focuses on customer retention, lifetime value, and overall business growth metrics. At the same time, demand generation metrics are as follows:

Wrapping up
Understanding the nuances of growth marketing and demand generation is essential for navigating the complex landscape of modern marketing. By grasping these strategies' core concepts and practical applications, businesses can develop targeted marketing initiatives that align with their goals and drive tangible results. As the marketing landscape continues to evolve, the integration of growth marketing and demand generation will play a crucial role in shaping the future of marketing, enabling businesses to adapt to changing consumer behaviors and achieve sustained growth in an increasingly competitive environment.
