∿MiandoRead the audit guide
Free · five minutes · no signup

Is your AI visibility audit ready to produce useful evidence?

Use this 12-point template to assess three foundations: source evidence, repeatable measurement and a deliverable you can explain or sell.

Answers stay in your browserAnonymous completion count onlyNo visibility promises
Assessment progress0 of 12 answered
01

Source evidence

Can an independent reviewer understand and verify the business?

1. The website clearly states who the company serves, what it offers and where it operates.
2. Important claims are supported by named examples, documentation, data or third-party evidence.
3. Company name, offer, location and key facts are consistent across important public profiles.
4. Key product and evidence pages are public, crawlable and linked from the main website.
02

Repeatable measurement

Could another person reproduce the audit process?

5. The audit uses a fixed set of real buyer questions rather than improvised prompts.
6. Prompt wording, market, language and testing conditions are recorded for each run.
7. Results log the engine, date, answer, brand position, competitors and cited sources.
8. The same baseline can be repeated later to compare change rather than isolated screenshots.
03

Commercial delivery

Can the evidence become a credible decision and a scoped service?

9. The audit has a defined scope, timeline, output and acceptance boundary.
10. Pricing reflects delivery time, direct cost, margin and available monthly capacity.
11. The report turns observations into prioritized, evidence-linked actions.
12. The offer explains limitations and avoids guarantees of citations, rankings, traffic or revenue.
0out of 24
Your readiness level

Source evidence0 / 8
Measurement0 / 8
Commercial delivery0 / 8
Weakest foundation

See the recommended tool
What the score means

A process-readiness check, not a ranking.

AI answers vary by model, account, location and time. A useful audit therefore records conditions and evidence instead of treating one answer as a permanent truth.

Read the complete seven-step audit method.

0–8 · Build the foundation

Clarify public evidence and define what will be measured before producing conclusions.

9–16 · Make the process repeatable

Freeze the buyer-question set, evidence fields and commercial scope.

17–24 · Run a structured baseline

You have the ingredients for a documented audit and can move into systematic observation.

Questions

Before you use the result

Is this a live AI visibility scan?

No. It is a readiness self-assessment. It identifies process gaps before a structured audit; it does not query AI engines.

Does a high score guarantee mentions or citations?

No. It indicates that your audit process is better prepared to capture evidence. Outputs still vary by engine, account, market and time.

Is my assessment data uploaded?

No. Your answers and score stay in the browser. When all questions are scored, the site records one anonymous completion event without the answers, score, email or account.