How to Track Whether ChatGPT, Perplexity, and Gemini Cite Your Website

A year ago, "SEO" meant ranking in Google's blue links. Today, a growing share of your potential customers ask ChatGPT or Perplexity instead — and never see a traditional search result at all.

If AI assistants cite your competitors but skip your site, you're invisible to an audience that doesn't even know Google exists as an alternative.

Here's how to find out where you stand — and what to do about it.

What "AI citation" means

When someone asks ChatGPT "what's the best project management tool for startups," the answer often includes specific product names and sometimes links. If your product gets mentioned — that's a citation. If a competitor does and you don't — that's a missed opportunity.

This isn't the same as Google rankings. AI models synthesize answers from training data and live web search. Being cited requires:

• Clear, authoritative content on topics people ask about
• Structured data that helps AI parse your pages
• Brand mentions across the web that reinforce your expertise
• llms.txt and similar signals that tell AI crawlers what your site contains

Manual tracking (free, tedious)

Pick 10–15 prompts your customers actually ask. Examples:

• "Best [your category] for [your audience]"
• "How to [problem your product solves]"
• "[Your product] vs [competitor]"

Run each prompt in ChatGPT, Perplexity, and Gemini weekly. Note:

• Is your site mentioned by name?
• Is a URL cited?
• Which competitors appear instead?

Track in a spreadsheet. Look for trends over 4–8 weeks.

This works but takes 30–45 minutes weekly and doesn't scale.

What to do when you're not cited

When AI skips your site, it's usually one of these:

1. You don't have content that directly answers the prompt

AI favors pages with clear, direct answers. If someone asks "how to track SEO rankings" and your page is a product landing page, you won't get cited. You need educational content that answers the question — then mentions your product naturally.

2. Your content isn't structured for AI retrieval

Use clear H2/H3 headings that match questions people ask. Include FAQ sections with schema markup. Write direct answers in the first 100 words of each section.

3. Competitors have more authoritative coverage

Check what pages AI cites instead of yours. What do they cover that you don't? Often it's depth — a 2,000-word guide beats a 400-word overview.

4. AI crawlers can't understand your site

Deploy an [llms.txt file](/features/llms-txt-generator) at your domain root. It tells AI systems what your site contains and how to cite it. Emerging best practice, low effort, potentially high impact.

Automated tracking with Insight Engine

Manual tracking works for 5 prompts. It breaks at 50.

[Insight Engine's AI visibility feature](/features/ai-search-visibility) runs your configured prompts against ChatGPT, Perplexity, and Gemini on a daily schedule. You see:

• Which pages get cited (and which don't)
• Citation trends over time
• Content briefs for topics where competitors appear but you don't

Combined with your Search Console data, you get the full picture: traditional search performance AND AI search visibility in one dashboard.

Getting started this week

1. Write down 10 questions your customers ask before buying
2. Run them in ChatGPT and Perplexity — note who gets cited
3. For gaps: identify what content you'd need to create or improve
4. Deploy llms.txt if you haven't already
5. Set up automated tracking if you're monitoring more than a handful of prompts

AI search visibility isn't replacing SEO — it's adding a new channel. The founders who track both now will have a head start when AI search becomes the default.