On the record
- · Named in X of Y checks on stored prompts
- · Verbatim excerpts with model + date
- · Comparable verify rerun on the same pack
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What buyers hear when they ask AI about your business.What buyers hear when they ask AI about your business.Loading…
Our method
Buyers shortlist through AI before they call you. We capture what assistants say under realistic prompts, ship fixes tied to that evidence, and re-ask the same questions to see if you moved.
COAST loop
Under the hood it is the same deterministic loop operators run in the app — conversational intake, stored artifacts, send gates — not a black-box score.
1. Capture
We ask the questions a real person would — local, category-specific, brand-blind by default. Every answer is stored with provider, model, prompt, and date.
2. Orient
Hero metric: named in X of Y checks — not a national index. We show who AI named instead of you, on which prompts, and what failed validation.
3. Act
Recommendations tie to specific prompt gaps — site signals, listings, schema, citations. No generic SEO laundry lists on client deliverables.
4. Score
Re-run the exact prompt pack when inputs are comparable. Movement is directional — the named list can shift run to run.
5. Track
Monthly calls compare what moved, what stalled, and what to fix next — with the same truth bar, not vanity percentages.
Sample readout
Brand-blind discovery prompts · Sarasota market · Jun 2026
7 of 21 discovery checks named the practice across three engines.
| Engine | Discovery checks | Named practice | Direct-name asks |
|---|---|---|---|
| ChatGPT | 7 | 0 of 7 | 9 of 9 when asked by name |
| Gemini | 7 | 3 of 7 | 9 of 9 when asked by name |
| Claude | 7 | 4 of 7 | 9 of 9 when asked by name |
| Perplexity | — | — | Not in this sample run |
| Google AI Overviews | — | — | Not in this sample run |
Run date: 2026-06-18. Five-engine runs are standard when keys are configured. This sample predates full five-provider parity on one run.
Founder · trust
Founder · Lakewood Ranch, Florida
Megan runs the field motion and signs every deliverable we send. You get a named founder, stored receipts, and honest limits — not a black-box score.
We evaluate your visibility across ChatGPT, Gemini, Claude, Perplexity, and Google AI Overviews using automated testing and targeted manual verification. Microsoft Copilot may be reviewed manually when relevant.
Research honesty
We label what is proven on file, what is directional, and what we refuse to say — on every deliverable and sales conversation.
Warm prospects get an AI Answer Snapshot — evidence-only, one page. Paid engagements add action plans, monthly updates, and comparable verify reruns. Every artifact links back to stored prompts and excerpts.