Across ChatGPT, Gemini, Perplexity, Google AI Overviews and Microsoft Copilot, see which questions surface your brand, where competitors get chosen, and which URLs get cited — so you can recover the consideration moments you are losing in AI search.
Search rankings alone are no longer enough. Before users ever open your site, AI now summarizes and recommends the shortlist.
Supported AI
Brand mentions
31%
Competitor A −27pt
AIO appearance
64%
Own citation 18%
Visibility score
42
Competitor A 68
Competitor brand exposure (avg. across AIs)
Win / lose by prompt
In AI search, the assistant summarizes and recommends candidates before users ever see the results or your site. If only competitors are recommended there, you may already be losing at the consideration stage — before paid or organic ever kicks in.
When asked "what's the best ___?", competitors — not you — make the shortlist.
The AI Overview shows up, yet your pages aren't used as the basis for the answer.
GA4 and Search Console can't show exposure, recommendation, or citation inside AI answers.
You have plenty of articles, but can't see which get cited by AI and which don't.
You feel the need, but can't show the current state, the gap vs. competitors, or the upside in numbers.
| Traditional SEO | AI search / LLMO |
|---|---|
| Track search rankings | Track mentions & recommendation order inside AI answers |
| Track clicks | Track pre-zero-click exposure & citations |
| Manage by keyword | Manage by prompt & question context |
| Improve page rankings | Build structures AI cites & recommends |
| Audit competitor pages | See how AI describes competitors |
| Review traffic in monthly reports | Review answer snapshots & cited-URL changes |
Register key keywords and prompts, and capture answers across AI Overviews, ChatGPT, Gemini, Perplexity and Microsoft Copilot on a recurring basis.
Compare your brand against competitors on mention rate, recommendation order, cited URLs, answer text, and model-by-model differences.
Pinpoint what to fix — from cited pages and competitor-strong topics to the questions where you don't appear at all.
What LLM Insight reveals
See whether you're shown and cited in Google AI Overviews, and which URLs back the answer.
Track brand mentions across ChatGPT, Gemini, Perplexity and Microsoft Copilot, prompt by prompt.
See which pages AI cites so you know what content to improve next.
See exactly which questions you're losing to competitors.
Turn analysis into concrete actions for getting cited and recommended.
Produce AI-search reports leadership and clients can act on.
In a quick demo, we walk through how your brand and your competitors appear and are cited across ChatGPT, Gemini, Perplexity, Google AI Overviews and Microsoft Copilot — on real screens.
Plans scale with the number of brands, prompts, competitors and reporting you need. We'll guide pricing based on your usage.
First, understand your AI exposure
Run it continuously with your team
Agencies & production firms
Large / multi-brand
Whether competitors are taking your consideration slots is something you can only know by checking. Book a demo to see your exposure across ChatGPT, Gemini, Perplexity, Google AI Overviews and Microsoft Copilot on real screens.
