Built for modern search behavior.
LLMLens tracks prompts, compares competitors, monitors platforms, and shows how AI recommends businesses in your industry.
Track the prompts your customers actually ask.
Track the prompts customers ask AI tools like ChatGPT, Claude, Gemini, and Perplexity — the questions that decide whether your business is in the answer.

See how responses differ across AI platforms.
Run the same prompt across every major AI platform and see how each one answers. The differences matter: visibility on one isn’t visibility on another.

Understand which companies AI recommends most often in your market.
Every response is parsed for competitor mentions. You get a side-by-side count of who shows up — and who shows up when you don’t.

Monitor whether your visibility is improving or declining over time.
A weekly trendline of your AI visibility, plotted against the top competitor. The score is stable enough to manage to — and granular enough to act on.

Understand why competitors appear and what to change.
Every recommendation is grounded in what the competitors AI cites are actually doing — strong content, frequent mentions, trusted sources — and translated into specific changes you can make.

Track visibility across every major AI platform.
Your customers don’t rely on just one. We track them all so a single platform’s shift doesn’t catch you blind.
See your AI visibility.
See how your business shows up in AI answers, and what to do next.
