Growth X-ray · Free

Your product has two front doors now. See how both are working.

A person and an AI agent each try to understand, price and start your product. Then we compare your pricing with competitors and show what moving beyond the seat would do to each account.

The report link goes here. Work email preferred.
What do you most want to dig into?
In 60 seconds

Two-door score

Human score, agent score, and the Door Gap between them. Every finding shows its evidence.

In 60 seconds

Four bills, one buyer

What a small, mid and large customer would pay you versus each competitor, and how predictable each bill is.

In your browser

Seat-to-outcome model

Rate your features, set guardrails finance can live with, and see who wins and loses. Nothing you type leaves your browser.

Within 48 hours

Live agent run + my notes

A real browser agent walks your signup up to the submit button. I add two hypotheses I'd test, one per door.

Category index · Published monthly

Who can an AI agent actually buy from?

Every month I X-ray the top companies in one B2B category and publish the results. Public data only, same method for everyone.

See the full help desk index
Help desk software · sample data, fictional companies
Company Human Agent Door Gap
Relayline 84 71 13
Tallyhelp 79 58 21
Northwind Desk 78 31 47
Hivedesk 66 40 26
Quayside Support 72 22 50
How it's scored

Outcomes over artifacts.

Anyone can check for llms.txt. The X-ray sends a person-like walk and a real agent through your funnel and reports where each one stopped.

What I never do

No fake revenue numbers.

From outside I can't see your conversion rate, so I never predict it. Every report says plainly what I saw and what I couldn't.

I go first

My own site, scored publicly.

samawezec.com runs through the same X-ray every month. The first scores post here after the first monthly run. Until then, see a sample report.