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

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.
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.
Free trial · cancel anytime
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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