ZooData
Structured web and e-commerce data API for AI agents
2 followers
Structured web and e-commerce data API for AI agents
2 followers
ZooData turns any URL into clean JSON, helping AI agents avoid raw HTML and bloated markdown while using ~75% fewer LLM tokens, no extra credits for extraction. It also provides pre-analyzed e-commerce intelligence your agent can query directly, including competitors, market, traffic, and consumer insights. Live for Amazon and TikTok, with more platforms coming. MCP-ready, with 1,000 free credits.
ZooClaw
Hi PH 👋, I'm Ning from ZooData.
Quick context on why we built this.
If you've built anything with agents, you know the data problem. You scrape a page — with browser-use, Playwright, whatever — and what comes back is raw HTML or "clean" markdown. Either way it's stuffed with nav bars, footers, ads, and boilerplate. For a human reading it, fine. For an LLM, you're burning thousands of tokens on stuff the model has to filter out before it can do anything useful. At scale that's real money, and most of it is waste.
Markdown is the usual fix. But markdown was built for humans to read, not for an agent that has to act on the data. Different reader, different format — an agent doesn't need prose, it needs structure.
ZooData does the extraction step right:
Any URL → structured JSON. No schema to define, no per-site parsers, no selector glue to maintain.
~75% fewer tokens than raw markdown on the same page — roughly 1/5 the cost of other extractors. And you only pay for the fields you actually use; the extraction itself doesn't burn credits.
API, CLI, and MCP server, so it drops into your agent stack without rewriting anything.
Pre-analyzed e-commerce platform intelligence — competitor, market, traffic, and consumer signals your agent can query directly, instead of scraping and stitching it together itself. More platforms coming.
We believe the next bottleneck for AI agents won't be how smart the models get — it will be the quality of the data they rely on.
As AI-generated content floods the web, agents need data that's clean, structured, and verifiable to make reliable decisions. That's the layer we're building, and it compounds: every page we process makes the next request cheaper, faster, and more trustworthy.
ZooData is the foundation the rest of it runs on — we launched ZooClaw (agents for individuals) here not long ago, and ZooWork (the enterprise version) is coming soon.
1,000 free credits, no card. Just tell your agent:
and you're off.
Would love your feedback. And I'm curious — what's the messiest site you've ever had to scrape? 🙏