Marshall Intelligence · Lexington, Kentucky
What is AI saying about your business right now?
Your customers are already asking AI about you. What does it tell them?
If ChatGPT, Gemini, Claude, or Google’s AI describes your company incorrectly — or can’t find enough to describe you — you have a visibility problem you probably aren’t measuring.
AI is already evaluating your company. You just haven’t seen the evaluation.
Free · about 7 minutes · dated · public information only · no sales call required · no obligation
Based in Lexington, Kentucky.
Here’s what you receive
A dated Snapshot of your public AI picture
Not an AI opinion about your company. A record of what publicly available evidence allows AI systems to know — and miss.
Harborline Machine & Tool
What public evidence supports
- Named company + industrial positioning on a live site
- Geographic claim (Great Lakes corridor language)
- Generic “precision” / “quality” claims without dated proof
What’s thin or missing
- No clear owner or human reach path on the first public pins
- Service line not specific enough for a buyer’s first question
- Directory / Maps name drift risk vs site title
Business consequence
A prospect asking an AI assistant who to call for a real local shop is unlikely to get a confident, complete answer that names Harborline with a stable contact path.
Opportunity
- One owned sentence (who / where / how to reach)
- One primary email and phone on every major pin
- Name match across site, Maps, and directories
Your Snapshot uses your public file — same structure, company-specific facts. Optional next step when you want a fix order: Intelligence Workbook · $295.
From free picture to optional plan
- Free Snapshot — What shows up, what’s thin, what’s worth fixing. Keep it. Forward it. No obligation.
- Optional Workbook · $295 — What should be true, what to fix first, 30-day re-measure. Details before pay.
- Questions anytime — Contact Richard. No scripted funnel.
See what’s in the Workbook · 2026: AI in B2B buying · Short video series
Why this shows up in real businesses
You don’t need fifty case studies to see the pattern. Three patterns we see on public files:
Thin file
Site exists, but AI can’t assemble a confident “who / where / how to reach” answer. The first answer names a louder competitor.
Wrong glue
Name, place, domain, and inbox don’t match. Same trade name in two cities becomes two identities — and the wrong one gets the mail.
Owner surprise
“We’re all over Google.” Public evidence still leaves gaps a model fills with silence or someone else.
Want the picture for your company? That’s the free Snapshot.
Tools may assist. You own what you decide next.
Who this is
Richard K. Marshall · Marshall Intelligence · Lexington, Kentucky.
Free Snapshot. Optional Workbook $295 when you want a fix plan.
Contact
Questions about a Snapshot or Workbook: