Ansvisor is the open-source AEO platform that helps brands track and grow visibility across ChatGPT, Claude, Perplexity, Copilot, Google AI Mode, and more. Monitor mentions, citations, sentiment, prompt volumes, and competitor share-of-voice in real time — then turn those insights into briefs and content workflows your team can ship. MIT licensed, self-hostable from GitHub, and built with the community. Own your brand's presence in the AI era — not just rankings, but the answers themselves.
Hey Product Hunt 👋
I'm thrilled to launch Ansvisor today — the open-source platform for Answer Engine Optimization (AEO).
Search is changing fast. People aren't just Googling anymore — they're asking ChatGPT, Claude, Perplexity, Gemini, and Google AI Overview. The brands that show up inside AI-generated answers will own the next decade of discovery. But every tool in this space today is a closed black box: you can't see how it works, you can't extend it, and you can't trust the numbers.
We thought AEO deserved better. So we built Ansvisor in the open, under the MIT license.
What you can do with Ansvisor;
🔍 Track how AI answer engines mention, cite, and rank your brand
📊 Monitor prompt volumes and discover real buyer intent across LLMs
⚔️ Benchmark competitor share-of-voice in AI answers
✍️ Turn insights into AI-ready content briefs and workflows
🛠️ Self-host the whole thing from GitHub, or use our cloud
Who it's for
AEO/SEO teams, content marketers, PR & brand teams, agencies running multiple clients, and developers who want to build on top of an open AEO stack.
What's next
We're shipping fast and the roadmap is public. Stars, issues, PRs, and brutal feedback are all welcome on GitHub → github.com/aeohub/ansvisor
Huge thanks to everyone who tested early builds with us 🙏 I'll be here all day — ask me anything about AEO, the open-source approach, our architecture, or anything else!
AEO (Generative Engine Optimization) is the new SEO. How does Ansvisor measure 'visibility' inside an LLM's non-deterministic response? Is there a proprietary score you use?
About Ansvisor on Product Hunt
“Scale your brand visibility across AI answer engines”
Ansvisor launched on Product Hunt on May 14th, 2026 and earned 69 upvotes and 3 comments, placing #42 on the daily leaderboard. Ansvisor is the open-source AEO platform that helps brands track and grow visibility across ChatGPT, Claude, Perplexity, Copilot, Google AI Mode, and more. Monitor mentions, citations, sentiment, prompt volumes, and competitor share-of-voice in real time — then turn those insights into briefs and content workflows your team can ship. MIT licensed, self-hostable from GitHub, and built with the community. Own your brand's presence in the AI era — not just rankings, but the answers themselves.
Ansvisor was featured in Open Source (68.4k followers), SEO (37.6k followers), Artificial Intelligence (468.5k followers) and GitHub (41.2k followers) on Product Hunt. Together, these topics include over 133.7k products, making this a competitive space to launch in.
Who hunted Ansvisor?
Ansvisor was hunted by Gökhan Geyik. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Ansvisor stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Gökhan Geyik