LLMLens
How it works

See how your business shows up in real AI answers.

We run the same questions your customers ask across ChatGPT, Claude, Gemini, Perplexity, and Google AI — then show you who gets recommended and how to improve your visibility.

The process

Four steps. One reliable signal.

Add the prompts your buyers actually use. We run them across every major AI platform multiple times a week. You see who gets recommended — and exactly what to change.

  1. 01

    Add your prompts

    Track the AI searches that matter to your business.

    Use real questions like:

    • “Best marketing agencies in Philadelphia”
    • “Top HVAC companies near me”
    • “Who is the best PPC agency for ecommerce brands?”

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  2. 02

    We analyze AI answers

    We run your prompts across every major AI platform.

    We run your prompts across:

    • OpenAI ChatGPT
    • Anthropic Claude
    • Google Gemini
    • Perplexity
    • Google AI Overviews

    Multiple times each week to get a reliable signal.

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  3. 03

    See who gets recommended

    Side-by-side answers. Same prompt, every platform.

    We show:

    • Which companies AI mentions
    • How often they appear
    • Where you rank — or if you’re missing

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  4. 04

    Get clear next steps

    We don’t give vague advice.

    You’ll see:

    • What competitors are doing differently
    • What’s missing from your site
    • What to change to improve visibility

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What we measure

A single, defensible view of your AI visibility.

Mention rate. Rank. Competitor presence. Trend. All four roll up to one number you can put on a slide — and drill into when something moves.

A 30-day AI visibility score line chart with KPI tiles for score, mentions, average position, and improvement

Your AI visibility

How often your business is mentioned across AI platforms.

  • The % of prompts where you appear
  • Where you rank in responses
  • Which platforms you show up on (or don’t)

Who AI recommends instead

See which companies show up when you don’t.

  • Top competitors by visibility
  • Frequency of mentions
  • Side-by-side comparison

Why you’re not showing up

We identify what competitors are doing differently.

  • Missing content or pages
  • Weak signals vs. competitors
  • Gaps in coverage

What’s changing over time

Track whether your visibility is improving or declining.

  • Weekly trends
  • Platform-level changes
  • Competitor movement
The difference

Your marketing tools aren’t built for AI answers.

Recommendations, not rankings

Most SEO tools track rankings. We track recommendations.

Search tools show where you rank.

AI doesn’t show rankings — it gives answers. We show whether your business is actually recommended.

Every platform, not just one

Most marketing tools track one platform. Buyers use many.

Your customers aren’t using just ChatGPT. They move between AI platforms.

We track your visibility across the AI platforms they actually use.

Specific, not generic

Most tools give generic advice. We show exactly what to change.

You don’t need another checklist.

We analyze the companies AI recommends and show what they’re doing differently.

Practical, not aspirational

Most tools tell you what’s possible. We tell you what’s practical.

PR campaigns, Wikipedia pages, agencies — these can work, but most teams can’t execute them effectively.

We focus on changes you can actually make, and that improve your visibility.

What we don’t do

Some tactics work, but they aren’t realistic for most teams.

Not every visibility tactic belongs in your plan. We focus on what you can actually implement, and what AI is already rewarding.

We don’t recommend
  • PR campaigns that require media relationships
  • Press releases with unclear ROI
  • Wikipedia pages that are hard to create and easy to remove
  • Expensive agencies or long-term “thought leadership” strategies

These can work, but they’re not practical for most small and mid-sized businesses. We focus on changes you can actually make — and that move your visibility.

Get Started

See your AI visibility.

See how your business shows up in AI answers, and what to do next.