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AGENT-NATIVE
Turn any site into a agent-native version
AI agents like ChatGPT, Claude and Perplexity now read the web - but your site is built for humans. Agent Native serves them a clean, structured version of your content (semantic HTML + JSON-LD or Markdown) while visitors keep your normal design. Available as a hosted tool for any site or a one-click WordPress plugin, it adds an auto-generated llms.txt, agent rate-limiting, and a privacy-friendly log of which AIs read you. Make your content citable, not just crawlable.
Hey Product Hunt! 👋
Over the past year, ChatGPT, Claude and Perplexity have quietly become a real discovery channel - more and more people ask an AI instead of clicking through ten blue links. But there's a catch: those agents crawl sites that were built for humans. They wade through heavy themes, scripts and layout just to reach the actual content, and you usually have no idea they were even there.
Agent Native fixes both sides of that:
When a known AI agent hits your page, it gets a clean, structured version of your content - semantic HTML + JSON-LD, or Markdown. Humans keep seeing your normal design.
A canonical link always points back to the human URL, so it's clarity, not cloaking.
It auto-generates an llms.txt / llms-full.txt index, adds agent rate-limiting, and keeps a privacy-friendly access log - so you can finally see which AIs read you, and how often.
You can run it two ways: as a hosted tool for any site, or as a one-click WordPress plugin.
The idea is simple: as AI answers become the front door to the web, you want your content to be citable, not just crawlable.
I'd love your feedback - which agents or formats would you want supported, and what would make this genuinely useful for your site? I'll be around all day in the comments. 🙌
About AGENT-NATIVE on Product Hunt
“Turn any site into a agent-native version”
AGENT-NATIVE was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #157 on the daily leaderboard. AI agents like ChatGPT, Claude and Perplexity now read the web - but your site is built for humans. Agent Native serves them a clean, structured version of your content (semantic HTML + JSON-LD or Markdown) while visitors keep your normal design. Available as a hosted tool for any site or a one-click WordPress plugin, it adds an auto-generated llms.txt, agent rate-limiting, and a privacy-friendly log of which AIs read you. Make your content citable, not just crawlable.
On the analytics side, AGENT-NATIVE competes within Developer Tools, Artificial Intelligence, GitHub and Tech — topics that collectively have 1.7M followers on Product Hunt. The dashboard above tracks how AGENT-NATIVE performed against the three products that launched closest to it on the same day.
Who hunted AGENT-NATIVE?
AGENT-NATIVE was hunted by Christoph. 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.
For a complete overview of AGENT-NATIVE including community comment highlights and product details, visit the product overview.
Christoph