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AI-Powered GTM Automation

Unlock GTM alpha with AI workflows that save time, reduce costs, and drive conversion

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How AI is Reshaping Go-to-Market Strategy
1
How AI is Reshaping Go-to-Market Strategy
GTM's AI Toolbox: The FETC Framework
2
GTM's AI Toolbox: The FETC Framework
Best Practices To Maximize Your Credits
3
Best Practices To Maximize Your Credits
Find: AI-Driven Lead Discovery
4
Find: AI-Driven Lead Discovery
Find Your ICP with AI
5
Find Your ICP with AI
Find Your Next Customer with Company Lookalikes
6
Find Your Next Customer with Company Lookalikes
Enrich: Build Complete Prospect Profiles with AI
7
Enrich: Build Complete Prospect Profiles with AI
Enrich with Claygent for Last-Mile Data Discovery
8
Enrich with Claygent for Last-Mile Data Discovery
Enrich with Perplexity
9
Enrich with Perplexity
Enrich Images and Screenshots
10
Enrich Images and Screenshots
Enrich from Financial Filings
11
Enrich from Financial Filings
Transform: Clean, Structure, and Segment Data with AI
12
Transform: Clean, Structure, and Segment Data with AI
Transform with AI Formulas (and Optimize Credits)
13
Transform with AI Formulas (and Optimize Credits)
Transform Data Into Clear Classifications
14
Transform Data Into Clear Classifications
Create: AI-Driven Effortless Output
15
Create: AI-Driven Effortless Output
Create Personalized Content at Scale
16
Create Personalized Content at Scale
Create Multi-Step Sequence Messaging with Twain
17
Create Multi-Step Sequence Messaging with Twain
AI-Powered GTM is Constantly Evolving
18
AI-Powered GTM is Constantly Evolving
Build, Scale, and Deploy Claygents with Claygent Builder
19
Build, Scale, and Deploy Claygents with Claygent Builder

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Find Your Next Customer with Company Lookalikes
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19
About this lesson
00:00

Find Your Next Customer with Company Lookalikes

💡 The Ocean.io action mentioned in the video has been sunset. Instead, use the native Find Company Lookalikes action.

In the last lesson we explored how to use AI to generate your Ideal Customer Profile from your own website—one of the fastest ways to go from zero to targeted leads. Now, let's take it a step further and show you how to find new customers who look like the ones you've already closed.

By the end of this lesson, you'll be able to turn a single closed-won customer into 10 lookalike companies that match what's already working for you, then automate it so every new win generates ten fresh opportunities. If you just closed Acme Corp, this is how you tell Clay: now give me 10 more Acmes.

🎯 The Simple Lookalike Lookup

Start with the simplest version, no workflow required.

  1. Pick a customer you know is a perfect fit, one of your best accounts or someone who recently closed.
  2. Drop their company name into Clay and run the Find Company Lookalikes action.
  3. Review the 10 lookalikes it returns, matched on shared attributes.

The lookalikes are matched on attributes like:

  • Industry
  • Company size
  • Hiring trends
  • Revenue and growth signals
  • Technology usage

You don't need a complex workflow, just one customer and a few clicks to generate high-quality leads. From there, enrich them, score them, or push them straight into an outbound sequence.

⚙️ Automate It: Turn Every Win Into Ten

Once the manual lookup clicks, trigger it automatically off a closed-won deal. When a lead in your CRM is marked closed-won, Clay can run a workflow that:

  1. Adds that customer to Clay.
  2. Runs the Find Company Lookalikes action to find 10 company lookalikes.
  3. Adds those lookalikes to a new table.
  4. Runs a Claygent competitor check so you don't chase companies already working with a competitor.
  5. Pipes the new leads into a workflow for outreach, scoring, or review.

It takes a few minutes to set up, and once it's running it's automatic. One closed-won deal in, ten competitor-checked lookalikes out.

🚀 What's Next

You can now turn any closed-won customer into 10 vetted lookalikes, by hand for a quick lookup or on autopilot every time a deal closes.

Next, we move to the Enrich step of the framework, where AI turns these basic company records into deeply personalized, highly targeted profiles.

Next up
AI-Powered GTM Automation

Enrich: Build Complete Prospect Profiles with AI

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