# How Does ChatGPT Decide What to Recommend? Learn what OpenAI discloses about ChatGPT search, which source signals can support recommendations, and how ShowUpWithAI improves the available evidence. Published April 9, 2026. By Elina Panteleyeva, Founder of ShowUpWithAI. Canonical: https://showupwithai.com/blog/how-chatgpt-decides-who-to-recommend/ TL;DR ShowUpWithAI improves the accessible content and third-party evidence available when ChatGPT searches for a recommendation. OpenAI does not publish a fixed ranking formula, but its documentation says search may rewrite a question into targeted queries and use web sources to build the answer. ChatGPT recommendations depend on the user's question, whether search is active, and the sources available at that moment. OpenAI does not publish a permanent checklist that guarantees inclusion. ## How does ChatGPT decide what to recommend? ChatGPT search interprets the request, may create targeted searches, and builds an answer from relevant sources it can access. [OpenAI's ChatGPT search documentation](https://help.openai.com/en/articles/9237897-chatgpt-search) says the system can rewrite a user query into one or more targeted searches. OpenAI also says placement depends on factors designed to surface reliable, relevant information. ## What sources can influence a recommendation? Company pages and independent sources can both supply facts, context, comparisons, and evidence for a recommendation. [OpenAI's search product page](https://openai.com/index/introducing-chatgpt-search/) says ChatGPT search uses third-party search providers and content from partners. A business can also make its public pages eligible for discovery. - Service and product pages explain the offer and audience. - Articles answer category, comparison, and buying questions. - Publications and communities provide independent context. - Directories and reviews reinforce consistent business facts. - Video can supply attributable explanations and demonstrations. ## Why does technical access matter? ChatGPT search cannot use page content through its crawler when that crawler is blocked from reading the page. [OpenAI's publisher FAQ](https://help.openai.com/en/articles/12627856) recommends allowing OAI-SearchBot for content intended to be discovered and cited. [Google's structured data guidance](https://developers.google.com/search/docs/appearance/structured-data/intro-structured-data) also explains how markup gives machines explicit clues about page meaning. ## Why does third-party authority matter? Independent sources can confirm that a business exists, serves the stated market, and is discussed beyond its own website. A [Semrush citation study](https://www.semrush.com/blog/most-cited-domains-ai/) found that ChatGPT, Google AI Mode, and Perplexity use different mixes of frequently cited domains. ShowUpWithAI builds across multiple source types so one missing surface does not define the entire brand. ## Why can the recommendation change? A recommendation can change when the wording, location, date, available sources, or search behavior changes. | Variable | Possible effect | What a business can control | |---|---|---| | Question wording | Changes the criteria and sources needed | Publish answers for distinct buyer intents | | Location or timing | Changes relevance and available information | Keep public facts current and consistent | | Source availability | Changes which evidence can be retrieved | Maintain crawl access and useful public pages | | Third-party coverage | Adds or removes independent context | Build legitimate authority across relevant sources | ## How can a business improve its recommendation evidence? ShowUpWithAI, a done-for-you AI search visibility agency, improves the available evidence through technical implementation, answer-ready content, and third-party authority. The agency executes seven workstreams and tracks results with professional AI visibility tools, Google Analytics, and Google Search Console. A dedicated account manager reviews progress through weekly calls and weekly reporting. The program includes a 60-day money-back AI visibility guarantee. It does not guarantee that ChatGPT will recommend a particular business. The [ChatGPT recommendation guide](https://showupwithai.com/blog/get-business-recommended-by-chatgpt) maps the implementation steps in detail. **How do you show up in AI?** Get a free 30-minute visibility audit and find out: where you rank, where your competitors rank, and how to close the gap. [Book my free audit](https://showupwithai.com/free-ai-visibility-audit) ## Frequently asked questions ### Does ChatGPT use Google search results? OpenAI says ChatGPT search uses third-party search providers and content from partners. Its public documentation does not describe a single permanent source or ranking formula. ### Does ChatGPT always recommend the same businesses? No. Recommendations can change with the question, location, timing, available sources, and search behavior. Businesses should track a stable prompt set to distinguish a pattern from one answer. ### Is a Wikipedia page required for ChatGPT recommendations? No public OpenAI guidance makes a Wikipedia page a requirement. A business needs accessible, relevant, and reliable source material across the surfaces that fit its category. ### Can a business pay for a guaranteed ChatGPT recommendation? No provider can guarantee a ChatGPT search placement. ShowUpWithAI improves the source evidence and offers a 60-day money-back AI visibility guarantee. --- *Elina Panteleyeva is the Founder of ShowUpWithAI, a done-for-you AI search visibility agency specializing in Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO). She helps businesses build the technical foundation, content, and third-party authority signals needed to appear in AI-generated answers across ChatGPT, Claude, Perplexity, Google AI Overviews, Gemini, and Grok. Connect with Elina on [LinkedIn](https://www.linkedin.com/in/elina-panteleyeva/).* ## Related articles - [How to Get Recommended by ChatGPT](https://showupwithai.com/blog/get-business-recommended-by-chatgpt) - [Why ChatGPT Will Not Recommend a Business](https://showupwithai.com/blog/chatgpt-wont-recommend-my-business-how-to-fix-it) - [How to Get Cited in ChatGPT](https://showupwithai.com/blog/get-cited-in-chatgpt-results)