Practical AI visibility guide

How to get ChatGPT to recommend your business

You cannot force a recommendation. You can make your business easier to retrieve, identify, verify, and compare—then measure whether it appears more often for the questions buyers ask.

By Kyle, product maintainer and editorPublished Official OpenAI guidance reviewed

The direct answer

Build eligibility and evidence, not a magic ranking signal

OpenAI says any public website can appear in ChatGPT Search, but there is no way to guarantee top placement. Search can rewrite a user's prompt into targeted queries, use third-party search providers, and return an answer with links to relevant web sources.

That makes two facts important. Your public pages must be reachable, and the claims ChatGPT finds should be clear enough to compare with other sources. The five inputs below are a practical framework for that job. OpenAI has not confirmed them as a recommendation-ranking formula.

What happens before a mention

How ChatGPT can reach a business recommendation

01

Interpret the request

The wording, category, constraints, and location shape which answer would be useful.

02

Search for evidence

When Search is used, ChatGPT may translate the prompt into one or more targeted searches.

03

Compare candidates

Public pages and third-party sources supply claims that can be reconciled or contradicted.

04

Compose the answer

The model selects and explains options; a search-grounded answer can cite the sources it used.

Steps 1, 2, and 4 are consistent with OpenAI's public description of ChatGPT Search. Step 3 is the practical publishing inference behind this guide, not a disclosed ranking stage.

The five controllable inputs

Give retrieval systems clearer, corroborated facts

01

Relevant third-party citations

Earn accurate mentions on sources buyers already trust: trade publications, specialist directories, associations, partners, and credible comparison pages.

02

Useful structured data

Mark up the organization, product, service, location, and page purpose so machine-readable facts match the visible page.

03

Real review presence

Maintain current profiles and authentic reviews on platforms relevant to the category or location. Never manufacture consensus.

04

Consistent entity information

Keep the same name, domain, category, location, pricing facts, and short description wherever the business appears.

05

Search crawlability

Let OAI-SearchBot reach public pages, and check that robots rules, the CDN, bot protection, and server rendering do not block retrieval.

1. Citations

Earn the right references, not the most links

Start with places that help a buyer validate the choice: trade publications, local or specialist directories, professional associations, implementation partners, and editorial comparisons. The mention should state the same category, audience, and offering your own site states.

A citation is useful when it adds independent, relevant evidence. A pile of thin directory pages or reciprocal links does not establish the same thing. Track which sources ChatGPT actually cites instead of treating backlink count as the outcome.

2. Structured data

Make visible facts machine-readable

Use the most specific valid Schema.org types for the business and page: Organization or LocalBusiness for the entity, Product or Service for the offer, and Article or BreadcrumbList where the visible content supports them. Add review, rating, or FAQ markup only when the content and platform eligibility requirements are genuinely met.

Keep names, URLs, prices, availability, and descriptions consistent with the human-readable page. Structured data is a clarity layer, not a hidden place to make claims and not a guarantee that ChatGPT will mention the company. Review the official Organization vocabulary before publishing.

3. Reviews

Build authentic review coverage where the category lives

Claim and maintain the review profiles buyers use for your industry or location. Ask real customers for honest feedback, respond to factual errors, and keep the profile's company facts current.

Reviews are public corroboration, not a disclosed ChatGPT ranking factor. Do not buy, fabricate, or selectively gate them. A smaller set of attributable, current reviews is more defensible than a suspicious burst of generic praise.

4. Entity consistency

Resolve who you are before asking to be compared

Write one canonical fact sheet: company name, aliases, domain, category, one-sentence description, market, service area, price model, founding details, and official profiles. Use it to reconcile your homepage, about page, profiles, directories, and press boilerplate.

Prioritize contradictions that could change a recommendation: the wrong audience, stale pricing, an old product name, an incorrect location, or confusion with a similarly named company. Consistency makes verification easier; it does not require repeating identical marketing copy everywhere.

5. Crawlability

Let OAI-SearchBot reach the pages that prove the claim

OpenAI's publisher guidance says site content must not block OAI-SearchBot if it is to be included in ChatGPT summaries and snippets. Check robots.txt, but also test the real response: a CDN, firewall, bot challenge, login wall, or client-only render can block retrieval even when robots.txt allows it.

User-agent: OAI-SearchBot
Allow: /

You do not need this separate block if a broader rule already allows the crawler. OAI-SearchBot controls search discovery; GPTBot is a separate control for potential model training. Confirm the current distinction in OpenAI's publisher FAQ.

Measure the result

Separate technical readiness from actual recommendations

1. Run the free preflight

Use the AI visibility checker to catch access, metadata, schema, canonical, and sitemap problems. A pass means the page is technically ready—not that ChatGPT recommends it.

Open the AI visibility checker

2. Freeze buyer questions

Write neutral questions that do not name the brand. Keep the exact wording, location, date, session conditions, answers, competitors, and citations so a rerun is comparable.

Use the free ChatGPT test

3. Benchmark the evidence

For a broader baseline, ask the same question set across multiple providers and inspect stored answers and sources before choosing which citations, pages, or facts to improve.

See the audit method

Common questions

ChatGPT business recommendation FAQ

Can I guarantee that ChatGPT will recommend my business?

No. OpenAI says there is no way to guarantee top placement in ChatGPT Search. You can remove crawl barriers, publish clear evidence, keep entity facts consistent, earn relevant third-party corroboration, and measure whether mentions improve, but the final answer depends on the question, available sources, location, model behavior, and timing.

How does ChatGPT find businesses to recommend?

When ChatGPT Search is used, OpenAI says it may rewrite the user's prompt into targeted searches and send them to third-party search providers. It then produces an answer with links to relevant web sources. OpenAI does not publish a business-recommendation formula, so citations, reviews, schema, and consistent facts should be treated as useful inputs rather than confirmed ranking factors.

Does schema markup make ChatGPT recommend a company?

No. Valid structured data can make public facts easier to parse and reconcile, but it does not create authority and does not guarantee a mention. The markup should describe content that is visible on the page and agree with the company's other public profiles.

What is the difference between the free checker and the $9 audit?

The free AI visibility checker tests technical readiness such as indexability, crawler access, metadata, schema, and sitemap discovery. The $9 audit asks one frozen 25-question set across four AI providers, stores eligible answers and citations, and turns the evidence into a prioritized action list.

Related paths

Continue the AI visibility workflow

When you are ready to compare actual answers across four AI providers, review the frozen 100-answer benchmark.

Establish the baseline

See what four AI providers say before deciding what to fix.