What does an AI visibility audit include?
Three Yes fields appear in Go Fish Digital's 3/8 publication record: Engines, B2B cases and Reviews. An AI visibility audit should include the observed answers, questions, engines, run dates and cited sources. Our source copy was read on 29 October 2026. Its Method entry is Partial and Machine readable is No. You need the actual evidence handover specified alongside any list of covered engines.
What we measured
Measured. Our agency publication criteria distinguish a described method from a public question set and distinguish a report from results the buyer's assistant can read. Only Yes contributes to the total; Partial and No are kept distinct. The Go Fish record has these eight statuses:
| Agency | Method | Open data | Engines | Price | Refund | B2B cases | Reviews | Machine readable | Yes count |
|---|---|---|---|---|---|---|---|---|---|
| Go Fish Digital | Partial | No | Yes | No | No | Yes | Yes | No | 3/8 |
Reported. Company-site fields were read on 15 September 2026. Reviews were read on 16 September 2026. Prices, refund terms and engine lists were rechecked on 28 October 2026. The source snapshot was read on 29 October 2026; other fields retain their original dates.
These are publication checks, with no new provider test. They do not prove the quality of a delivered audit. Broadcastwell publishes the comparison and is not scored; the agency order is alphabetical, not a ranking.
What this means for you
Reasoned. Ask for the question set before discussing a headline visibility score. The Method Partial entry means a method description did not meet the complete public-question-set criterion. For your own audit, the handover should let a colleague identify the exact buyer question behind a recorded answer, rather than infer the question from a chart label.
Keep the engine label with the response. Go Fish's Engines Yes concerns named coverage in its published material; it does not itself contain the answers from your proposed engagement. An engine list in a proposal and a dated response from that engine are different items. The response record is what allows you to inspect a named competitor or a missing company.
Keep the losses too. Our audit-handover guidance calls for the returned text, engine, time and cited sources for every observation. An absent company in a valid answer differs from a failed or excluded response. Without the exclusion reason, a reviewer cannot reconstruct the denominator used for a percentage.
Specify the export. Machine readable No in this public record is a reason to settle the delivery format explicitly. A chart image is hard to reconcile with individual answers; a table can retain question, engine, run, response and source links as separate fields. That is a requested deliverable, not a claim that we tested the supplier's private reporting account.
Keep buying terms beside the evidence scope. Price No and Refund No here describe the dated publication criteria, not the terms of a quote you have received. Before an audit is commissioned, attach its actual scope and applicable terms to the same work order that names the response export.
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What does an AI visibility audit include?
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Next step
Use Free 10-question check (one engine) to inspect a defined set of buyer questions. No email is needed; runs are limited per network and per day, and by the site's daily allowance.
For one documented gap, Fix one answer, $490. Keep the question and source receipt with the requested change.
Our published agency-audit criteria.
Prepared by the Broadcastwell team.
Page owner: Priya Nair, Management Consultant. Corrections: hello@broadcastwell.com