Fast Web Scraper for AI Agents
The fastest web scraper for AI agents. 67% fewer tokens. Sub-millisecond extraction. Zero browser overhead.
In plain English
AI helpers that need facts from the web can use Webclaw to read a page and pull out the useful parts very quickly. It skips the heavy work of opening a full browser, and it trims extra text so the helper has less to dig through. People who build those helpers pay by use, or by a plan level, because copying pages by hand is too slow for this job. The AI does most of the reading, the sorting, and the payments. The person running Webclaw still checks quality, writes plain guides, and watches the rules around reading other people's sites.
~$362 MRR; $362 verified revenue last 30 days (TrustMRR/Stripe, Oct 28, 2026)
Operator: Webclaw
Revenue independently checked: documents reviewed by a publication, or a public dashboard.
Not disclosed.
The tool stack
Payments
Anthropic API ↗LLM / agents
Next.js ↗Web app framework
Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.
Step-by-step setup
- Ship an API or tool developers and agents call directly.
- Great docs, SDKs and MCP/CLI access.
- Usage-based or tiered pricing.
- Grow via developer communities and integrations.
What's automated vs. the human 15%
The machine does
- Core AI generation/analysis
- Billing and onboarding
You still do
- Product quality and support
- Distribution and marketing
- Compliance and edge cases
Overview
The fastest web scraper for AI agents. 67% fewer tokens. Sub-millisecond extraction. Zero browser overhead.
Operator: Webclaw. Category on TrustMRR: Developer Tools. Founded: 2026-03-13. Website: https://webclaw.io/
Estimated split: about 85% of the work automated, 15% human.
Realistic income
TrustMRR (checked Oct 28, 2026) shows about $362 MRR and $362 in Stripe-verified revenue over the last 30 days, $6,440 verified over its tracked history. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live listing — numbers change.
Risks
- Platform dependency on upstream models/tools.
- Support burden from technical users.
- Startup cost and time to first dollar are not disclosed.
*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.
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