This guide distinguishes documented platform guidance from practical observations. AI and search platforms can change, and no placement or recommendation is guaranteed.

There is no submission button for recommendations

You cannot pay OpenAI to make ChatGPT recommend your business, and no optimization can guarantee a mention. What you can do is improve the public evidence available when an answer engine tries to identify credible options.

OpenAI distinguishes OAI-SearchBot, which supports search discovery, from GPTBot, which relates to model training. For current search visibility, make sure OAI-SearchBot is not blocked and that important information is available in server-rendered or otherwise accessible page content.

Answer the questions that decide the purchase

Generic definitions rarely differentiate a business. Better pages answer questions about fit, tradeoffs, cost drivers, process, timing, requirements, risks, and alternatives. A clear answer near the relevant heading helps people; it also makes the page easier to quote accurately.

Measure progress with a stable set of buyer prompts and supported citations. Track competitors that appear, the sources used, and the pages you need to strengthen. Treat movement over time as evidence, not as a promise of future placement.

Primary sources and further reading