Your ICP is killing your AI GTM
People don't wake up different the day they hire their 1,001st employee. So why are you targeting 50-1,000?
People don't wake up different the day they hire their 1,001st employee. So why are you targeting 50-1,000?
Two prospects said the same thing to me this week.
"Jordan, you'll pull our CRM and tell us which plays to run for which prospects, right?"
I told them no. I don't know how to do that. Nobody does.
Here's why. People don't live in database rows waiting to be sliced by revenue band and industry code. Knowing someone works at a $50M manufacturer tells you nothing about what's actually on fire for them this week.
Think about it for a second.
Does a founder wake up the morning after they hire employee 1,001 and feel different? No. That's absurd. So why is your ICP 50-1,000?
And even if they did wake up different — what the hell would you say to them?
Same row, different human
Pick two people. Same title. Same industry. Same company size. Same everything a firmographic filter can see.
One is drowning in a regulatory compliance problem that could shut them down.
The other just got budget approved for the biggest expansion in company history.
Completely different situations. Completely different messages. Zero overlap.
You can't fix this by tightening your ICP. You need a different starting point.
Start with the pain, not the profile
Here's what actually works.
Get four people in a room.
The executive who fires SDRs when they miss quota. Make them eat humble pie. They need to watch this.
The founder who actually knows customers. Not the pitch. The customers.
The AE or SDR who closed the last five deals. They know the real reasons, not the CRM reasons.
Every closed-won call transcript you have. Not a summary. The actual transcripts.
Open ChatGPT. Use Thinking or Pro, not the base model.
Paste in a customer transcript. Give it context about you and the customer.
Then ask it to spend serious time online finding data that connects to what the customer said — data that would indicate this person was in a buying situation before you ever showed up.
ChatGPT will find things you didn't know existed. A news story from six months ago. A regulatory fine. A partnership announcement. A federal contracting database entry. Data connections you'd never make by hand.
Do that for 20 to 30 won accounts.
You'll discover corners of the internet you didn't know were there. You'll watch different datasets start to link to actual buying behavior — real dollars spent, real problems solved.
That's the raw material for your AI strategy. Not made-up personas. Not demographic guesswork. Actual patterns from actual buyers, connected to actual data.
What AI can and can't do
AI can research for you. It can structure data for you. It can build workflows for you.
It can't think for you.
It doesn't know your buyer's emotional state. It doesn't feel the tension in their quarter. It can't carry the empathy that closes a deal.
Those are your job. Double down on them.
Use AI as a thinking partner. Not a replacement for judgment.
The teams getting this right aren't automating humans out of GTM. They're using AI to surface things human intelligence can then act on.
Start with 20 transcripts and a Thinking model. Find the data that actually matters for your buyers. Build your segmentation from there.
This is the raw material for the Pain-Qualified Segment and the Permissionless Value Prop.
The old ICP assumes buyers fit in neat boxes.
The new model assumes buyers live in messy, discoverable situations.
Most GTM scales volume. This scales value.
Stop asking which row in your CRM to target. Start asking which situation in the real world to catch.
Pick one won account this afternoon. Read the transcript. Ask a Thinking model what public data would have told you they were about to buy. That's day one.
What Annual Adds
This one was free. Paid gets the build. Annual gives you the tools that run it.
Every tool I ship. Edge Copilot installs to your Claude Code — talk to all my knowledge, every method, every data source. Current: Edge Copilot, AutoClaygent, Agent 7, Who to Target and What to Say, Blueprint Cloud, Technology Finder, Video List Extractor. Whatever ships next is included.
All 3 courses: Who to Target and What to Say, Agent 7, AutoClaygent.
Weekly office hours.
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