Built GTM
SANITIZED BUILD RECEIPT · builtgtm.ai/builds
the company · AI-Native GTM
the GTM system · The System · 2026

Building an AI-Native,
signal-led sales system

Six steps that turn scattered signals into the one thing a rep can act on.

ICP Product Signals Score Context Action
The idea

Signals are cheap.
Context is the product.

Anyone can collect signals. The system is what turns them - through fit, usage, and one score - into a named move. AI does the reading; the rep does the selling.

Step 1 of 6
1

Know exactly who you sell to.

In a product-led business, a self-serve user and a direct-sales buyer are two different customers - same problem, two journeys.

Get the ICP right and every step downstream is honest. Get it wrong and you automate noise.

Step 2 of 6
2

Read how they use the product.

Usage is the loudest signal there is - and sequence activation predicts the buy better than anything else.

This is the filter that stops you wasting cycles on bad-fit leads. If they're already getting value, that outweighs any outside signal.

Step 3 of 6
3

Find the signals that correlate with a win.

CRM in stack. Hiring sales. Fresh funding. A new VP of Sales. Proof they sell the way our customers sell.

CRM in stack · 1.64× New VP / funding Hiring sales Sequence activation

Additive, never subtractive - a signal only ever adds. A missing one is a data gap, not a penalty.

Step 4 of 6
4

Turn it into one score.

ICP base
40-70 · never 0
+
Product engine
up to +30 · loudest
+
Signal boosts
capped +20 · only add

Additive, never zero, product-led - and the same scale ranks inbound, outbound, and product on one list. Validated against 100 wins and 60 losses: zero losses reached the top tiers.

Step 5 of 6
5

Make the score a brief.

What they use, what they don't, and the one move with a named person. The AI writes the read a rep used to spend 20 minutes assembling.

Northwind Labs
Jordan Lee, VP Sales
Strike · 91
Using

Sequences - 32 weekly users, 4 power users.

Not using

AI Compose, Smart Send, Meeting Copilot.

Reach out about

AI Compose - they hand-write every sequence. It drafts them in seconds.

Step 6 of 6
6

Put it in the rep's hands.

One ranked list. A brief per account. Drafted in Octave, ready to send.

The rep approves and sends - they don't research. The system did the reading; the human does the selling. That's what AI-native means here.

Context
Octave playbook
Sequence sent
The system

Signals in.
A move out.

Six steps, one score, validated against who we won and who we lost. Confidence in new business - inbound, outbound, and product.

01 / 9
Built GTM
A sanitized build receipt · company name and account examples generalized, the method left intact · builtgtm.ai