Track your brand in AI answers

Mentions, citations, and competitors — measured daily.

Tracked daily across

  • ChatGPT
  • Gemini
  • Perplexity
  • Google AI Overviews
  • Google AI Mode

Every prompt, every day, with full answer history

Genwolf Dashboard - AI visibility tracking interface showing prompt analytics, mentions, and citation data

Why AI Visibility Matters

More people start their research in AI assistants. If your brand isn't mentioned or cited, you miss the decision moment — even if you rank in Google. What is AI visibility? · Why does AI ignore some brands?

Decisions happen before the click

AI answers increasingly influence buying decisions before users ever visit a website. The recommendation happens in the conversation.

Invisible means irrelevant

If your product doesn't appear in ChatGPT, Google AI Overviews, or Perplexity, you lose demand upstream — before the traditional click.

Traditional SEO can't see this

Search rankings don't show how AI systems describe, recommend, or ignore your brand. This is a new layer of visibility.

AI Visibility Tracking Workflow

Three steps to monitor and understand your brand presence in AI-generated answers.

Prompt Tracking

Create prompts (or generate them) and run them daily across AI models.

Visibility Analysis

Measure mentions, citations, competitors, and source domains over time.

Source Discovery

See which domains and sources AI models cite, and where your brand appears or is missing.

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Core Platform Capabilities

Daily monitoring, automatic competitor detection, and full answer history — so you can see who shows up in AI answers and why.

Daily prompt monitoring

Run your prompts every day across ChatGPT, Gemini, Perplexity, Google AI Overviews, and Google AI Mode to build a visibility baseline.

Mentions, citations & share of voice

Track how often your brand appears, whether AI cites sources, and how your share of voice shifts against competitors over time.

Competitors detected automatically

No manual competitor lists. Genwolf analyzes every answer for brand mentions and classifies them as your brand, competitors, or other roles automatically.

Sources behind every answer

See which pages and domains AI cites most — including your competitors' own content — and for which prompts.

Full answer transparency & history

Know which model responded, review the full analysis, and compare what changed between daily runs.

Open source blueprint

  • MIT licensed
  • Reference implementation
  • Build your own

Genwolf OSS is an MIT-licensed reference engine for AI visibility measurement. Use it as a blueprint to build your own stack — not as a free self-hosted copy of the Genwolf product.

  • A starting point for measuring brand presence in AI answers.
  • Use your own models, infrastructure, and integrations.
  • Hosted Genwolf is a separate, further developed product — not this repo packaged as SaaS.

Start tracking your AI visibility

Run daily prompts and see who mentions you across ChatGPT, Gemini, Perplexity, Google AI Overviews, and Google AI Mode.

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Frequently Asked Questions

Your top questions about GEO and the Genwolf platform, answered.

AI Visibility Resources

Guides and articles on brand presence in AI-generated answers.

Want to dive deeper? Read the docs · Browse the blog · See pricing

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