Get Found in ChatGPT: How Your Company Gets Cited by AI Search Engines

→ Comprehensive overview: This article covers the concrete actions. For the full, canonical guide on the topic, see AI Search Visibility: How B2B Websites Get Cited in ChatGPT, Perplexity, and More.

Why AI search visibility is the next SEO

More and more B2B decision-makers use ChatGPT, Perplexity, or Claude instead of Google. The question “Which outbound agency is good for SaaS?” is no longer googled — it’s asked to an LLM.

The problem: if your company doesn’t show up in these answers, you don’t exist for this growing group of users.

How LLMs find your company

AI search engines have three sources of information:

1. Training data

Everything that was on the internet before the training cutoff. You no longer have any direct influence on this — but everything you publish now flows into future training runs.

2. Web search (Browse/Search)

ChatGPT Browse, Perplexity, and Claude search the web in real time. They use Google and Bing results to do so. That means: good Google rankings = good LLM visibility.

3. Direct files

• llms.txt — machine-readable company description
• Schema.org markup — structured data on your website
• OpenAPI spec — API documentation for AI agents
• MCP server — direct agent integration

The 7 actions for AI search visibility

1. Set up llms.txt

A text file at YourWebsite.com/llms.txt that describes your company:

# Company Name
> One-sentence summary.

## Services
- [Service 1](URL): Description
- [Service 2](URL): Description

## Results
- [Reference 1](URL): Metrics
- [Reference 2](URL): Metrics

## Contact
- Website: URL
- Email: email
- Booking: Booking URL

Additionally, an llms-full.txt with the complete knowledge base — FAQ, pricing, comparisons, everything an LLM should know about you.

2. Schema.org markup on every page

Structured data helps LLMs understand your content:

• Organization — company data, location, services
• Service — individual services with description
• Article — blog and knowledge articles
• FAQPage — frequently asked questions with answers
• Review/AggregateRating — customer reviews

3. Strengthen Google rankings

Sounds like classic SEO — and it is. But the reason is different: Perplexity and ChatGPT Browse use search results as sources. Position 1-5 on Google = the highest probability of being cited by LLMs.

Focus keywords for B2B:

• Informational: “What does… cost”, “How does… work”, “X vs. Y”
• Navigational: company name + service
• Commercial: “Best agency for…”, “X provider comparison”

4. Facts instead of buzzwords

LLMs cite content that makes concrete, verifiable statements:

Bad (won’t get cited):

We are a leading provider of innovative solutions for mid-market companies.

Good (gets cited):

CegTec generated 41 SQLs for ProSeller AG in 3 months, with a reply rate of 28.7% across 3 DACH segments.

Numbers, company names, specific results — these are the building blocks LLMs weave into their answers.

5. Create FAQ content

LLMs answer questions. If your website provides the answers, you become the source.

Create FAQ pages and knowledge articles for the questions your target audience asks:

• “What does B2B outbound cost?”
• “Is cold email legal?”
• “Clay vs. Apollo — which tool is better?“

6. Open robots.txt for AI crawlers

Many websites accidentally block AI crawlers. Make sure your robots.txt allows these user agents:

• GPTBot (OpenAI/ChatGPT)
• ClaudeBot (Anthropic/Claude)
• PerplexityBot (Perplexity)
• Google-Extended (Google AI)

7. Agent integration (MCP, API)

The next level: AI agents can not only read about you, they can interact directly with your company — booking appointments, querying services, qualifying leads.

For that you need:

• OpenAPI spec — REST API documentation
• MCP server — Model Context Protocol endpoint
• ai-plugin.json — plugin manifest

What does AI search visibility get you?

Channel	Today	In 2 years
Google Search	85% of searches	60-70%
AI Search (ChatGPT, Perplexity, etc.)	10-15%	25-35%
AI Agents (autonomous actions)	<1%	5-10%

The shift is already underway. Companies that invest in AI search visibility now are securing a head start — just like early SEO adopters did 15 years ago.

Conclusion

Getting found in ChatGPT isn’t an accident. It’s the result of: strong content with concrete facts, good Google rankings, structured data, llms.txt, and agent integration. The good news: most B2B companies aren’t doing any of this yet — the barrier to entry is low and the head start is large.