Done-for-you work · AI answer observations

Before and after observations

The pilot questions asked to OpenAI and Google Gemini on two baseline dates and one date after release.

Human service · quoted Part of FwdLink’s done-for-you improvement work, done by a person and quoted separately. It uses the same observation method as the AI visibility check, with its own scope: OpenAI and Google Gemini, three repeats. The AI visibility check itself now asks four engines twice each.

Each question goes to the OpenAI and Google Gemini search APIs three times, on two separate baseline dates and on one agreed date after the change is live. That is at most 360 planned answers for 20 questions.

The observations are an input to choosing the work and a record afterwards. They are not the product, and a change in them is not proof that the page change caused it.

If your country or buyer role is not supported by our scanner, we agree an explicit manual observation protocol in the scope and report it separately.

What you get

  • Two search APIs
  • Three repeats per question per date
  • Two baseline dates and one after release
  • Failed answers shown, not hidden

Done-for-you improvement work: contact us for a quote. 4 weeks from readiness, priced in a written scope after a scope review. A human operator does this work.

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Done-for-you improvement work

Tell us which page and form you suspect are missing something.
We will tell you whether the work fits before anything is quoted.

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A scope review is free. The work is quoted before payment, with no online checkout.