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Marketing & research · Guide & explainer

Use an AI visibility audit to write a better product answer

Record a baseline, choose one real customer question and monitor the published answer without claiming instant ranking success.

Luke Byrne
Luke ByrneAI Luke + Luke’s Tech & AI Tutorials
Video published 1 Sept 2026· 2 min read
How to Get ChatGPT to Recommend Your Product (I Tested It)Watch the original video ↗

Audit the product’s actual visibility

Thanks to PallasAI for sponsoring this video.

The video tests PallasAI on Luke’s SaaS, called Scripty in this recording. The starting audit reports 2.5% visibility and 11th of 11 products.

  1. Supply the product website and its real category.
  2. Save the audit date, queries, compared products and engines.
  3. Read the returned answers: distinguish a mention, a recommendation and a citation.

Turn a gap into a useful page

The useful output is a reviewed answer to a high-intent question, rather than a large batch of generic AI pages.

  1. Choose a question a potential customer would actually ask.
  2. Draft a page that answers it with concrete product details and verifiable examples.
  3. Review factual claims, competing-product comparisons and source links before publishing.
  4. Make the page accessible from the site so a visitor can find and use it.

Monitor changes with the baseline intact

The early audit moves to 3.8% visibility and 10th place. That movement does not isolate the effect of one new page.

  1. Repeat the saved audit and record dates and changing answers.
  2. Inspect whether the page is discovered or cited rather than treating visibility alone as a sales outcome.
  3. Continue improving the answer for readers while gathering a longer history.

The takeaway

Treat the early movement as a signal worth observing. It does not prove that publishing one page caused an AI recommendation.

About this article and its sources

Written follow-along guide prepared 31 October 2026 from this exact published video’s description and chapter sequence. The checklists are editorial adaptations, not verbatim transcript quotations. Demonstrated results are attributed to the video; the full final video was not independently transcribed or watched for this article, and the product was not retested. For installation commands, later interface changes and current offers, use the original resources linked here.

Original YouTube source ↗