Find out what AI gets right, gets wrong, and leaves out about your business.
Marshall Intelligence — the practice — reviews the public evidence that shapes AI answers about your company: name, services, place, how to reach you. You get a dated Aidentity Snapshot you can keep and share.
Free Aidentity Snapshot. Optional $295 correction Workbook. A human accountable.
Email richard@marshall.net · 859-254-8388
Free · dated · public information only · no sales call required · no obligation
What this is
- Who. Marshall Network Services — Richard K. Marshall, sole proprietor, Lexington, Kentucky.
- What. Marshall Intelligence is outside-in intelligence: what the public record lets AI systems know, miss, or get wrong about an organization.
- Problem. Buyers and models answer from that public file. Thin, conflicting, or leftover facts become the answer a stranger hears.
- Method. A dated Aidentity Snapshot (free, evidence only). Software can sort and hypothesize. A human reviews. You decide. Optional Intelligence Workbook, $295, when you want a correction order.
- Next. Request the free Aidentity Snapshot. Public sources only. No obligation.
DEMO example · then your turn
A dated Aidentity 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
DEMO — fictional company for structure only. Your Aidentity Snapshot uses your public file — the website, listings, directories, maps, profiles, and other public evidence AI systems may draw from. Optional next: correction Workbook · $295.
From free picture to optional plan
- Free Aidentity Snapshot — What shows up, what’s thin, what’s worth fixing. Keep it. Forward it. No obligation.
- Optional next: correction Workbook · $295 — What should be true, what to fix first, 30-day re-measure. Details before pay.
- Questions anytime — Contact Richard.
Workbook details — what you get · Article: AI in B2B buying (2026) · Video series: Who owns the answer?
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 Aidentity Snapshot.
We adhere to the Marshall Principle.
Artificial intelligence may assist human decision-making, but responsibility always remains with humans.
Authority cannot be automated.
Who this is
AI Identity is the category; Aidentity Snapshot is the named deliverable.
Marshall Network Services is the firm — Richard K. Marshall, sole proprietor, Lexington, Kentucky.
Marshall Intelligence — the practice — reads that public file under the Marshall Principle.
AI may assist the review. Responsibility stays with a human. The free deliverable is an Aidentity Snapshot. The optional paid deliverable is the Intelligence Workbook ($295).
Free Aidentity Snapshot. Optional correction Workbook $295. One path: diagnosis first, pay only if you want the fix order.
Contact
Hosting, network work, Marshall Intelligence (Aidentity Snapshot / Workbook), writing, or general firm questions — Richard answers.
Free Aidentity Snapshot uses public sources only; we don’t sell your inbox.
Full contact page · Free Aidentity Snapshot · Workbook $295 · Services