How to be cited by ChatGPT: 7 actionable strategies

Why ChatGPT cites some companies and not others

ChatGPT generates its responses from two sources: its training data (a massive corpus of web text) and, in its web-browsing version, real-time search results. To get cited, you must be present and relevant in at least one of these two sources.

The decisive factor is not your size or revenue. It is the semantic quality of your digital footprint: are your contents structured so the AI can extract, understand and reproduce them? That is what we measure in our guide on AI visibility for businesses.

The 7 strategies to be cited by ChatGPT

1. Create clear definitions of your activity

ChatGPT excels at extracting definitions. If your site contains a sentence like "MCVA Consulting is a Swiss strategy consultancy specialising in Generative Engine Optimization", the AI will reuse it almost verbatim.

Concrete action: on your homepage and your "About" page, write a definitive 1- to 2-line sentence that precisely describes what your company does, for whom, and how you stand out.

Implementation example: a Geneva fiduciary firm had only "Your trusted partner" as a description. After rewording to "Geneva fiduciary firm specialising in accounting and taxation for international SMEs, founded in 2008, certified Diplomierte Expert-Comptable", ChatGPT began citing it in responses to "fiduciary for international SMEs in Geneva". The difference: verifiable facts rather than a slogan.

2. Structure your data with JSON-LD

Schema.org structured data in JSON-LD lets LLMs unambiguously understand who you are. Essential schemas:

• Organization: name, description, address, founder, areas of expertise
• Service: each offer with its type, geographic area and description
• Article: each blog content with author, date, topic

Without structured data, AI has to guess at context. With it, AI has reliable, structured information to work from. To go further, see our guide on structured data for GEO.

Implementation example: a Lausanne architecture firm added a ProfessionalService schema with its specialisations (energy renovation, timber construction, Minergie), its coverage area (Vaud, Valais, Fribourg) and its certifications. Within three months, Perplexity and ChatGPT Browse mentioned it systematically for the query "Minergie architect Lausanne".

3. Publish factual, self-sufficient content

ChatGPT favours content it can extract without needing additional context. Each paragraph must be understandable in isolation.

Bad example: "As we saw earlier, this approach is more effective."

Good example: "GEO (Generative Engine Optimization) is 3x more effective than traditional SEO for B2B recommendation queries, according to a Princeton study published in 2024."

Implementation example: instead of a 40-page white paper behind a form, split your expertise into 10 standalone articles. Each article starts with a clear definition, cites sourced figures and ends with an actionable conclusion. A Zurich-based HR software vendor applied this method: its articles are now cited by ChatGPT in 4 out of 10 queries related to talent management in Switzerland.

4. Answer your audience's questions directly

ChatGPT is built to answer questions. If your content clearly answers your customers' questions, the AI will cite it naturally.

Concrete action: identify the 20 most frequent questions from your customers. Create a dedicated content piece for each, with the answer in the first 2 sentences.

Implementation example: an insurance broker in Bern created a dedicated page for each typical question: "Which health insurance for a cross-border worker?", "How to cancel your car insurance in Switzerland?", "What is the LAMal waiting period?". Each page begins with a factual 2-sentence answer, followed by detail. Result: ChatGPT now cites its answers for 6 of these 20 questions.

5. Multiply mentions on third-party sources

ChatGPT does not rely solely on your own site. It analyses the entire web. The more your company is mentioned positively on external sources (press articles, professional directories, interviews, partnerships), the more the AI considers it reliable. This mechanism sits at the heart of Generative Reputation.

Concrete action: aim for 2-3 external mentions per month. Interviews in specialised media, contributions to sectoral publications and visible partnerships are the most effective levers.

Implementation example: a Lausanne IT recruitment agency published a guest article in ICTjournal, took part in a podcast on the tech-talent shortage in French-speaking Switzerland, and earned a mention in the Bilan ranking of "best service SMEs". These three third-party mentions in one quarter were enough for ChatGPT to recommend it in its responses on IT recruitment in French-speaking Switzerland.

6. Keep your content up to date

LLMs with web access (ChatGPT Browse, Perplexity) favour recent content. An article dated 2022 will systematically be downgraded in favour of 2026 content, even if the older content is of better quality.

Concrete action: review and update your key content every quarter. Add a visible "last updated" date and use dateModified in your JSON-LD schemas.

Implementation example: a Lugano tax consultancy had a VAT guide dating from 2023. After updating it with 2025 rates, adding "Last updated: January 2026" and refreshing the dateModified in JSON-LD, the guide went from zero citations to a regular presence in Perplexity and ChatGPT Browse responses on Swiss taxation.

7. Optimise for recommendation queries

The queries that trigger company citations follow predictable patterns:

• "What is the best [service] in [location]?"
• "Which companies do you recommend for [need]?"
• "Compare options for [service] in [country]"

Concrete action: make sure your content naturally contains the words and phrases used in these queries. Do not keyword-stuff: write complete, useful answers.

Implementation example: a Fribourg dental clinic created a "Best dentist in Fribourg: how to choose" page detailing its quality criteria (SSO certifications, technologies used, verified patient reviews). The page directly answers the typical query and includes factual comparisons. ChatGPT Browse now cites it in its dentist recommendations in French-speaking Switzerland.

The role of the Google Business Profile in LLM citability

The Google Business Profile (GBP) is the most underestimated lever for visibility in LLM responses, especially for local queries. Here is why: when ChatGPT Browse or Perplexity carry out a web search to answer a question of the type "best [service] in [city]", they access Google results. And GBP listings dominate these local results.

An optimised GBP acts as a verified business identity card for LLMs. The most important elements:

• Complete, factual description: do not leave this field empty. Describe your activity in 750 characters or fewer, with your specialisations, coverage area and certifications.
• Precise categories: select the primary category and secondary categories that exactly match your services. A "digital strategy consultant" is not a "webmaster".
• Numerous, recent customer reviews: LLMs extract average rating and number of reviews as a reliability signal. Aim for a minimum of 20 reviews with a rating above 4.5.
• Regular posts: Google Posts are indexed and timestamped. Publish at least 2 posts per month to signal recent activity.
• Attributes and services: fill in all available attributes (languages spoken, accessibility, payment methods). This structured metadata is directly usable by LLMs.

In Switzerland, where the majority of local B2B searches go through Google, a complete and active GBP is often the factor that makes the difference between being cited and being ignored. It is the first project to tackle, even before optimising your website.

The mistakes that make you invisible

Too much marketing jargon. AI is hunting for facts, not slogans. "Innovative leader of digital transformation" means nothing to an LLM. Prefer: "AI consultancy founded in 2024, specialising in optimising B2B company visibility in ChatGPT and Perplexity responses."

Content locked behind a form. If your best content requires registration to be read, LLMs cannot access it. Make your strategic content freely accessible.

Technically poor site. A slow, badly structured site without structured data is harder for the RAG (Retrieval-Augmented Generation) systems that feed LLMs to crawl and interpret.

Monitoring: how to check whether you are cited

Publishing optimised content is not enough. You must regularly check whether LLMs cite you, and for which queries. Here is a simple, systematic method.

Test manually on 4 LLMs. Each engine has its own sources and behaviour. Query them all:

1. ChatGPT (without web browsing): test recommendation queries linked to your sector and location. Example: "What digital strategy consultancy do you recommend in French-speaking Switzerland?"
2. ChatGPT Browse (with web browsing enabled): same query. Compare results with the no-browse version. The browse version reflects your current web visibility.
3. Perplexity: particularly useful as it cites its sources with links. You will know immediately which page on your site (or which third-party article) was used.
4. Google Gemini: test the same queries. Gemini relies heavily on Google data, including the Google Business Profile.

Recommended frequency: run this test every 2 weeks, varying query phrasings. Note results in a spreadsheet with date, LLM, exact query and result (cited / not cited / indirectly cited).

Track your GEO Score. The GEO Score is a composite metric that assesses the likelihood of your company being cited by AI answer engines. It takes into account the quality of your structured data, the freshness of your content, the density of your third-party mentions and the completeness of your Google Business Profile. A GEO Score above 70/100 indicates strong citability. Below 40, your company is probably invisible to LLMs. To know your current score, request a GEO audit.

How long does it take to see results?

Timelines vary by LLM (see our Perplexity vs Google comparison for more):

• Perplexity: near-immediate results (real-time web access)
• ChatGPT Browse: a few days to a few weeks
• ChatGPT (without browse): depends on training cycles (3-6 months)
• Claude: depends on model updates (variable)

That is why a complete GEO strategy combines fast-impact actions (Perplexity, ChatGPT Browse) and long-term actions (training data).

Summary

• ChatGPT cites companies whose content is factual, structured and self-sufficient.
• JSON-LD structured data (Organization, Service, Article) is necessary to be understood by AI.
• Answer your audience's questions directly in the first 2 sentences of each content piece.
• Multiply mentions on third-party sources to strengthen your credibility with LLMs.
• The Google Business Profile is the No. 1 lever for local queries: optimise it as a priority.
• Measure your progress with the GEO Score and regularly test on ChatGPT, Perplexity, Gemini and Claude.
• Results vary from a few days (Perplexity) to several months (training data).

FAQ

Does ChatGPT cite small businesses?

Yes. ChatGPT does not filter by company size. What counts is the quality of your digital footprint. A Swiss SME with a well-structured site, complete JSON-LD data and mentions in specialised media has as much chance of being cited as a multinational whose site is full of empty marketing jargon. In practice, small companies specialising in a precise niche are often even at an advantage: LLMs look for the most relevant answer to a given question, not the most well-known brand.

How long does it take to be cited?

The timeline depends on the targeted LLM. On Perplexity (real-time web search), a well-optimised page can be cited as soon as it is published. On ChatGPT Browse, count a few days to a few weeks. On the other hand, to appear in ChatGPT's responses without web browsing (i.e. in the model's training data), allow a minimum of 3 to 6 months. The most effective strategy is to work on both fronts simultaneously: web-optimised content (fast impact) and a lasting digital footprint (long-term impact).

Do you have to pay to be cited by ChatGPT?

No. There is no paid advertising system in ChatGPT's responses. You cannot buy a slot in its recommendations. Citation is entirely organic and based on the quality, relevance and structure of your content. What costs is the optimisation work: writing factual content, setting up structured data, earning third-party mentions, regular maintenance. You can do it in-house or with the support of a GEO specialist.

Want to know whether your company is visible in ChatGPT, Perplexity and Gemini responses? Request a GEO audit to obtain your GEO Score and a concrete action plan.