Findability
30%Are you surfaced or cited for real buyer queries across AI engines?
How it's scored: Cited in N of M model responses across a fixed query set
Full Report · $299 one-time
Know what to fix.
Give your team a clear plan.
See how AI presents your business, which competitors appear, and where your website leaves buyer questions unanswered. Get the evidence and a prioritized action plan you can hand to your team or ask us to implement.
Around 10 agreed buyer questions. Recorded answers and sources. Specific pages to improve. Implementation is optional.
What you get in the full report.
From the questions buyers ask to the pages that need attention. Seven parts, with evidence behind the findings.
- 01
AI query testing
Around 10 real buyer queries run across ChatGPT, Gemini, Perplexity, Claude, Copilot, Grok, Google AI Overviews.
- 02
Competitor comparison
Which suppliers appear, which sources are cited, and what information your site may be missing.
- 03
Readability review
Whether AI can parse your offers, specs, services, and constraints.
- 04
Structured-data & crawlability review
JSON-LD, entity/product graph, llms.txt, and how cleanly AI can crawl you.
- 05
Trust-signal review
Certifications, reviews, third-party citations, and authority AI can retrieve.
- 06
Commercial-readiness review
Whether your quote, delivery, and procurement pages are readable to AI-assisted buyers.
- 07
Remediation roadmap
A prioritized, page-by-page plan tied to Visibility, Readability, and Transactability.
Your AI Visibility Score, defined.
One number, 0 to 100, across five weighted pillars. Defined the same way every time, so it you can compare the same checks over time. The report includes the evidence behind the number.
Readability
20%Can AI parse your offers, specs, services, and constraints?
How it's scored: Structure & clarity checklist on key pages
Structured data
20%JSON-LD, entity/product graph, llms.txt, crawlability.
How it's scored: Presence, correctness, completeness
Trust signals
15%Reviews, certifications, third-party citations, authority.
How it's scored: Checklist of trust markers AI can retrieve
Recommendability
15%When cited, are you framed positively against competitors?
How it's scored: Rank / sentiment inside AI answers
| Pillar | What it measures | How it's scored | Weight |
|---|---|---|---|
| Findability | Are you surfaced or cited for real buyer queries across AI engines? | Cited in N of M model responses across a fixed query set | 30% |
| Readability | Can AI parse your offers, specs, services, and constraints? | Structure & clarity checklist on key pages | 20% |
| Structured data | JSON-LD, entity/product graph, llms.txt, crawlability. | Presence, correctness, completeness | 20% |
| Trust signals | Reviews, certifications, third-party citations, authority. | Checklist of trust markers AI can retrieve | 15% |
| Recommendability | When cited, are you framed positively against competitors? | Rank / sentiment inside AI answers | 15% |
Method note: we define ~10 buyer queries with you before testing, based on how buyers evaluate your capabilities. Later comparisons can show changes in citation rate and answer quality; they do not establish the cause on their own.
What the full report contains.
Read our audit: evidence and limits
A single, readable report you can act on or hand to your team. The diagram below is illustrative; our own website audit provides a real example of evidence and prioritization.
Your Score
0 to 100, with the five-pillar breakdown and where each pillar stands.
The query results
The actual prompts, the actual AI answers, and whether you were cited, ignored, misunderstood, or out-ranked.
The competitor picture
Who AI recommends in your space and what they have that you do not.
The gap analysis
Exactly which pages, data, and signals are missing or unreadable.
The remediation roadmap
Prioritized fixes mapped to Visibility, Readability, and Transactability, with effort and expected impact.
Sample reportillustrative
AI Visibility Score72/100
- FindabilityCited in 4 / 10
- ReadabilityPartial structure
- Structured dataNo llms.txt
- Trust signalsCerts not machine-readable
- RecommendabilityOut-ranked by 2
Want this for your business? Request your report →
How it runs.
- 01
Scope the queries (day 1 to 2)
We agree on the ~10 buyer queries and the competitors to benchmark against.
- 02
Test & score (day 3 to 5)
We run the queries across the AI engines, score the five pillars, and build the gap analysis.
- 03
Deliver & walk through (day 6 to 7)
You get the report and a live walkthrough of the findings and roadmap.
What's next (optional): a focused 30-day sprint to implement agreed priorities, then monthly monitoring to track what changes.
The Full Report is $299.
The AI Visibility Full Report + Score is a fixed $299 fee. You know the price before you commit, and the report stands on its own whether or not you continue. Implementation and monitoring are separate, optional steps.
Optional next steps: the Implementation Sprint is $999 and Continuous Monitoring is $50 per month. Specialist Blueprint work is scoped separately.
Request your $299 Full Report.
Know what to fix first, with evidence your team can act on. Share your website and work email to get started. We'll reply within one business day.
$299 USD, one-time. We confirm the scope with you first. No payment is taken here.
Prefer email? [email protected]. Compare all four offers.
Thank you — your request is in.
We'll reply within one business day to confirm the scope of your full report. No payment has been taken.
Questions, answered.
How is this different from an SEO audit?
An SEO audit asks how you rank on Google. This asks whether AI engines find, understand, and recommend you when buyers ask them for suppliers, and measures it with live query testing across multiple models.
What if we score badly?
A low Score gives us priorities to investigate. The report shows the underlying evidence and recommends what to tackle first. The Score is our diagnostic rubric, not a forecast of rankings or revenue.
Do you need access to our website or analytics?
Not to prepare the report. Most of it is external (live AI queries, public pages, schema, trust signals). Access only helps later, during implementation.
Can we buy the full report and stop there?
Yes. The $299 full report and Score are a standalone deliverable. Implementation and monitoring are optional next steps, not a commitment.
How current are the results?
The report records the answers observed during testing. AI answers change, so the results are a dated baseline. Optional $50 monthly monitoring tracks changes across your agreed questions.
Give your next website change a clear purpose.
Get the findings, supporting evidence, and an ordered action plan for $299. Use your own team or ask us to help implement it.