AI Share of Model · ChatGPT, Claude & Gemini · delivered to your inbox
Your buyer asked AI who to call.

It didn't
say you.

We run 8 buyer-intent questions across ChatGPT, Claude, and Gemini and show you exactly which competitor got recommended instead. Then we back it with a full GTM diagnostic. $99, one time.

Months of competitive research. Delivered in minutes. $99, one time.

20+
data sources
7
signal dimensions
~30 pp
PDF report
<20 min
auto delivery
Run your diagnostic
Your domain *
Competitors1 required, 2 optional
Work email *report delivered here
No subscription. No sales call. Report delivered to your inbox automatically.
Full refund if the engine can't deliver.
20+ live data sources/delivered to your inbox automatically/$99 · one time
Michael Honeycutt
Who's behind it
Built by Michael Honeycutt.

Director of Marketing in enterprise data security, 15+ years building B2B SaaS pipeline from zero. The engine runs the same diagnostic he runs on his own funnel.

View on LinkedIn →
About this diagnostic

Find The Leak is a GTM diagnostic. It measures your AI Share of Model across ChatGPT, Claude, and Gemini; maps your competitive threat surface; audits SEO and tech-stack health; and ranks the seven fixes that most move your Pressure Reading, a 0–100 composite score across seven GTM dimensions.

Generated from 20+ live data sources, delivered as a ~30-page PDF straight to your inbox — no calls, no waiting. Read more about Find The Leak →

The Pressure Reading

One number.
Seven dimensions.
Zero fluff.

Your Pressure Reading is a single 0–100 number summarizing your GTM fitness across AI share, tech stack, SEO, reviews, hiring, messaging drift, and buyer intelligence. Below 50 and you're leaking faster than you're filling. Above 75 and your competitors should be worried.

0–49
Past redline
50–74
Dropping
75–100
Holding
Pressure Reading · sample · your domain
0255075100
42
/ 100 · past the redline
Biggest leak
AI Share
Fastest win
robots.txt
Top threat
Vendor A
Inside the diagnostic

Ten readouts. ~30 pages.

Table of contents
PDF · ~30 pp
§ 01
Pressure Reading
One score. Seven dimensions. Your biggest leak, fastest win, and top competitive threat.
pp 02–03
§ 02
Competitor Threat Map
Side-by-side: AI Share of Model, Google Trends, G2 rating, ad activity, messaging.
pp 04–05
§ 03
Tech Stack Health
Every marketing tool we detect, organized by category. Gaps called out explicitly.
pp 06–07
§ 04
SEO & Indexability
Indexed pages, robots.txt, sitemap, AI crawler blocking, SSL, Core Web Vitals, schema.
pp 08–09
§ 05
AI Share of Model
8 buyer-intent queries across 3 AI models. Proprietary.
pp 10–11
§ 06
Voice of Customer
G2, Trustpilot, Capterra, plus your 5 most recent press mentions by signal type.
pp 12–13
§ 07
Buyer Intelligence
The fears, questions, and jobs that drive every purchase decision in your category.
pp 14–15
§ 08
Messaging Evolution
3 years of homepage messaging via the Wayback Machine. See the drift.
pp 16–17
§ 09
Hiring Signals
Open roles, ATS, extracted titles, yours and competitors. Hiring telegraphs intent.
pp 18–19
§ 10
30-Day Quick Wins
Ranked, actionable fixes. Every item cites its data point. No generic advice.
pp 20–21
Proprietary · § 05

Does AI know
you exist?

Your buyers are asking ChatGPT, Claude, and Gemini which vendors to evaluate, before they ever hit your site. We run 8 buyer-intent queries across 3 models and measure which brands get recommended.

If an LLM can't name you, you are not in the shortlist. Full stop.
Sample query · live● 3 models · 8 queries
“What platforms should I evaluate for sensitive data discovery?”
Vendor A
58%
Vendor B
18%
Vendor C
12%
Your domain
0%
▲ Verdict
Your domain absent from 8 of 8 queries. Vendor A owns the category in LLM memory.
Why not just use the tools you have?

One tool checks
one pipe.

SEMrush shows you SEO. Ahrefs shows you backlinks. Similarweb shows you traffic. None of these can tell you what ChatGPT says about you. It's a different question, and it's the one your buyers are asking.

Your annual physical isn't one test. Neither is your GTM health check.

See the full comparison →
SEMrush
Sees: SEO rankings
Blind to what AI recommends about you.
Ahrefs
Sees: Backlinks
Blind to what AI recommends about you.
Similarweb
Sees: Traffic estimates
Blind to what AI recommends about you.
Find the Leak
$99 · one time
Sees: what AI recommends
Your AI Share of Model, named competitors, plus SEO, tech stack, reviews, hiring signals, and messaging drift, against your actual competitors.
20+ live data sources. Every one of them run live, not cached.
Google PageSpeedSemrushClearbitG2 ReviewsGartner Peer InsightsRedditLinkedIn HiringGoogle TrendsChatGPTClaudeGeminiPerplexityBuiltWithWappalyzerGoogle Indexrobots.txtsitemap.xmlSecurity HeadersSSL Labsschema.orgTrustpilotGlassdoor

What you're probably
about to ask.

Q · 01
How does it work?
Submit your domain, up to three competitors, and your work email. Pay once via Stripe. The engine runs immediately and delivers your ~30-page GTM diagnostic PDF directly to your inbox. No calls. No waiting. No sales process.
Q · 02
How long does delivery take?
Your report is delivered automatically within 20 minutes of purchase.
Q · 03
Is there a subscription?
No. One payment. One report. Yours to keep and share internally.
Q · 04
What if the report isn't useful?
Full refund if the engine can't deliver. The diagnostic runs on live public data, and if it can't produce a usable field report on your domain, you don't pay.
Q · 05
What if I only know one competitor?
One competitor is enough to run the diagnostic. Add more if you have them — the threat map gets richer with three.
Stop guessing

Read the needle.

20+ live data sources · ~30-page diagnostic · delivered to your inbox automatically
Get my diagnostic — $99→