Ansvisor is an open-source AI Search Intelligence Platform that helps brands understand, measure, and improve how they appear across AI answer engines.
Track AI visibility, prompts, citations, competitors, and AI-driven traffic across ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, Google AI Mode, Microsoft Copilot, Grok, and more.
- ⭐ Explore our main open-source project
- ☁️ Try Ansvisor Cloud
- 📖 Visit our documentation
- 🛠️ Self-host Ansvisor
- 🤝 Contribute to Ansvisor
AI Search is changing how people discover, evaluate, and choose brands.
Ansvisor brings the signals you need to understand that journey into one open platform.
Track your brand's visibility across leading AI answer engines.
Discover how AI systems answer your audience's questions, which sources they trust, how your competitors appear, and where your brand is missing.
Find new prompt opportunities, citation gaps, content opportunities, competitor gaps, and pages that can be improved for AI Search.
Turn AI Search intelligence into clear actions for content, SEO, AEO, GEO, citations, brand visibility, and growth.
🔎 Answer Engine Insights
Understand how AI systems research, retrieve, cite, and answer questions related to your market.
💬 Prompt Monitoring
Track the prompts your audience uses and measure your visibility across AI answer engines.
🔀 Query Fan-Out
Discover the subqueries and supporting searches AI systems may use before generating an answer.
🔗 Citation Monitoring
See which URLs, domains, competitors, and third-party sources AI systems cite.
📊 AI Traffic Analytics
Connect visibility with the traffic reaching your website from AI platforms.
🏆 Competitor Intelligence
Compare mentions, citations, visibility, sources, and opportunities against your competitors.
📝 Content Intelligence
Discover content gaps and optimization opportunities based on real AI Search behavior.
🛍️ AI Shopping Analytics
Understand how products and brands appear across AI-powered shopping and discovery experiences.
🔍 AI Visibility Site Audit
Audit the technical and content signals that can influence AI discoverability and visibility.
🤖 AI Agents & Actions
Turn signals and opportunities into actionable workflows for improving AI Search performance.
Ansvisor helps you monitor and understand brand visibility across:
- ChatGPT
- Google AI Overviews
- Google AI Mode
- Gemini
- Claude
- Perplexity
- Microsoft Copilot
- Grok
- ChatGPT Shopping
We believe companies shouldn't need another black box to understand a black box.
That's why we're building Ansvisor as openly as possible.
You can:
- Inspect the code
- Understand how the platform works
- Self-host Ansvisor
- Contribute to the project
- Build on top of it
- Or use Ansvisor Cloud without managing infrastructure
Our goal is to make AI Search intelligence more transparent, measurable, actionable, and accessible.
The fastest way to get started without managing infrastructure.
Run Ansvisor on your own infrastructure and maintain control over your deployment.
👉 View the repository and self-hosting instructions
Explore setup guides, product documentation, integrations, and technical resources.
Ansvisor is developed together with our open-source community.
Whether you're a developer, marketer, SEO/AEO/GEO practitioner, researcher, founder, or simply interested in the future of AI Search, you're welcome to contribute.
You can help by:
- ⭐ Starring the repository
- 🐛 Reporting issues
- 💡 Suggesting features
- 🔧 Opening pull requests
- 🧪 Testing new releases
- 📚 Improving documentation
- 💬 Sharing feedback
AI Search shouldn't be another ecosystem where companies have to rely entirely on opaque tools, unexplained scores, and assumptions.
We believe in:
Evidence over dogma.
Measurement over assumptions.
Transparency over black boxes.
Outcomes over vanity metrics.
Collaboration over closed innovation.
We're building Ansvisor to help companies understand how they appear inside an AI-generated answer — and turn that intelligence into action.
⭐ Star Ansvisor if you want to follow the project.
🌐 Website · 📖 Documentation · 💻 GitHub