Patrice Gorin / AI search readings

AI search reports

What do AI answers tell a guest your place is for? I read the answers and the sources behind them, then set out what to change and when to read again.

For wine estates, hotels, retreat venues and spas.

Ask for a reading

A reading, not a score.

The report keeps the question beside what an engine actually said. Answers stay verbatim. Sources are named. My interpretation and proposed changes are kept separate from the engine’s words.

  1. Questions

    We agree the questions a buyer or guest might ask, with and without your name.

  2. AI engines

    Coverage follows the engines offered by Promptwatch: ChatGPT, Perplexity, Google AI Overview, Google AI Mode, Gemini, Copilot and Alexa, alongside its offered model and agent options, including Claude, DeepSeek, Mistral, Grok, Codex, Claude Code and OpenCode. The report names the engines actually used for the reading.

  3. Verbatim answers

    The report preserves the answers with their engine and date, rather than replacing them with a score.

  4. Named sources

    I read the sources the answers cite, including your own pages and other people’s accounts of your place.

  5. Changes

    I separate what the answers say from what you want guests to understand, and set out changes to consider.

  6. A dated re-reading

    We agree a date to run the questions again. A change is not a promise that an engine’s answer will move.

Inside the report

One sample preview of the method and the report. No client content, answers or findings have been added yet.

See the sample preview

Client reports are shared by unlisted link. They are not linked here.

Ask for a reading

Send me your place’s website, who you want to reach, and what you want to understand about the way AI answers describe it. We’ll start with the questions.

patrice.gorin@gmail.com