Contents 18
Which recommendation route are you checking
ChatGPT SEO describes work on search visibility in ChatGPT responses, not access to a hidden ranking formula. An ordinary answer, search with sources and a product selection may use different information. Query, context and mode affect what the user sees.
OpenAI describes metadata and shopper context for product results, but gives an agency no way to order an organic recommendation. First decide which route you are checking. A paid ad, a link to your URL and a brand mention are different outcomes.
| Route | Check | Conclusion limit |
|---|---|---|
| Chat answer | Whether web search, sources and relevant context are present | Not every answer uses current search |
| Web search with sources | Page access, URL and the actual citation | Access does not guarantee selection |
| Product selection | Offer data and channel/market eligibility | A prepared feed is not channel acceptance |
| Advertisement | Separate sponsored/ad labeling | Payment does not buy an organic answer |
Align brand identity
Check the name, domain, contacts and legal information on the site and genuine profiles. Wikidata has inclusion criteria: not every store needs an entry, and it is not a button for appearing in ChatGPT. Do not create duplicates or promotional entities solely for GEO.
Describe real company facts
Organization and sameAs should point to the same company and genuine profiles. Compare markup with visible contacts. Do not add someone else’s awards, an invented founding year or a random Wikidata ID. Valid schema describes a fact; it does not guarantee a recommendation.
Separate search from training
OAI-SearchBot controls automatic ChatGPT search access; GPTBot concerns training use. Those permissions are independent. ChatGPT-User performs user-triggered actions, not search inclusion control. Check robots.txt, server responses and bot protection; agree training choices separately. A robots.txt permission cannot override a CDN/WAF block: ask your developer to compare OAI-SearchBot requests in logs and protection rules with OpenAI’s published IP ranges, not just the user-agent name.
Add verifiable experience
Show your own tests, measurements, photos or explanations of product choices where they help shoppers. State methods and limitations, and obtain publication rights. Preserve approved case figures; do not replace them with a model’s assessment or invent a new sample.
Check the offer and channel
Align name, variant, price, currency, stock, URL and returns. Product/Offer must match the page. For Shopping, check eligibility and catalog source. Shopify has its own US-selling and product conditions; a direct OpenAI feed has a separate format and access process. Google XML does not connect it automatically.
Check external evidence
A useful publication or mention should let readers verify the company. Work with relevant sources without artificial endorsements or hidden advertising. There is no verified universal minimum of three-to-five mentions; a paid PR article does not prove that ChatGPT will select a brand.
Update facts, not just dates
Correct prices, stock, policies and outdated explanations. dateModified should reflect a substantive page change, not daily date reassignment. Keep an editorial log. Eighteen months is not a known universal citation-age threshold.
Check accessible HTML
Open the page without signing in, check status, canonical and access to the main text. For complex JavaScript, compare initial and rendered content. SSR/SSG may simplify access, but a technology name does not prove visibility. Do not disable site protection without diagnosis.
Answer shopper questions
Use questions from support, search and sales about choices, compatibility, warranty or limitations. Usefulness determines FAQ count, not a five-plus rule. If adding FAQPage, visible questions and answers must match; this is not a guaranteed ChatGPT recommendation lever.
Keep reviews honest
Explain how a review or comparison was produced, and disclose commercial relationships. Do not create fake ratings, reviews or supposedly independent best-store lists. Add useful product and testing facts rather than claims of special AI preference for a format.
Serve real markets
Show supported languages, delivery, currencies and market-specific terms. Localization should help the shopper. Do not create identical pages for hundreds of cities without distinct services and data; do not confuse Ukrainian sales with US-channel eligibility.
Participate without spam
Answer real questions in professional communities and disclose your brand relationship. Follow the platform’s rules. Do not post mass artificial recommendations, hidden instructions for models or repetitive comments solely to generate mentions.
Name real authors
An author profile should show their actual role, experience and available evidence. Person represents a human; Organization represents a team or company. Do not invent hasCredential, certificates or experience. Person schema does not prove more frequent citations.
Keep repeated observations
Fix the queries, language, country, mode, date and context. Count mentions and specific URLs separately; keep answers and failures. API and user-interface observations are not interchangeable. Check referrals and verified orders alongside them; do not call one answer a stable recommendation.
ChatGPT recommendation questions
How can my store get recommended by ChatGPT?
Start with accessible pages, accurate data and checks for the relevant mode or channel. You control those tasks, but cannot guarantee an answer or brand placement.
Must I allow GPTBot for search?
No. GPTBot concerns training; OAI-SearchBot concerns automatic search access. Their settings are independent, so training permission should not be sold as a citation requirement.
When will my store start appearing?
There is no universal timetable. Agree checkpoints and repeat comparable observations. Weeks or three-to-six months are not a guaranteed recommendation timeline.
Can I buy a ChatGPT recommendation?
Ads exist separately and are labeled. OpenAI says advertisers do not alter model answers; a paid placement is not an organic recommendation or product endorsement.
How do I check whether ChatGPT recommends my store?
Run fixed queries with consistent language and mode, and save dates, answers and URLs. Separate mentions, citations, ads and sales; record unsuccessful observations too.
Is uploading a Google feed enough?
No. A direct OpenAI product feed has its own specification and access process, while Shopify Catalog has its own conditions. File validation is not confirmed channel integration.
What to check next
Sources and verification
- OpenAI: search and training crawlers ↗
- OpenAI: shopping selection ↗
- OpenAI: merchant feeds and access ↗
- OpenAI: product feed overview ↗
- OpenAI: ads versus answers ↗
- Shopify: ChatGPT channel eligibility ↗
- Wikidata: inclusion criteria ↗
Discuss your store’s visibility
Send your site URL, priority market and task. We work with stores, services, B2B and SaaS; agree checks and scope without a citation promise.