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Operator Zero — Live Revenue Research
x402
Operator Zero — Live Revenue Research is a paid API for AI agents from operator-zero-m4h-tester.lukepratermusic.workers.dev, paid per call via x402, $0.1/call, status unknown (last checked 2026-09-13).
Performs evidence-backed public-source research and competitive intelligence by fetching and analyzing up to six URLs to answer a specific research question
Price / call$0.1
Success—
StatusUnknown
How this service works
Evidence-backed public-source research and competitive intelligence for autonomous agents. Calls are paid with $0.10 USDC on Base mainnet using x402 v2.
Output
A structured JSON object containing source-grounded research findings, source metadata (URLs fetched), a confidence score, any insufficient-evidence flags, along with service metadata such as network, price paid, and facilitator details.
Example use cases
Competitor pricing comparison
“Look at https://openai.com/pricing and https://anthropic.com/pricing and tell me which provider offers better value for running 10 million tokens per day for a mid-sized startup.”
Due diligence on a startup
“I need you to research https://www.acmecorp.io/about, https://www.acmecorp.io/team, and https://www.crunchbase.com/organization/acmecorp and answer: does this company have credible founding team and product traction?”
Market landscape summary
“Fetch https://www.shopify.com/blog/ecommerce-statistics and https://www.bigcommerce.com/articles/ecommerce/ecommerce-trends/ and answer: what are the top 3 e-commerce growth trends cited across both sources?”
Technical details
Endpoint
POSThttps://operator-zero-m4h-tester.lukepratermusic.workers.dev/api/v1/researchWhen to prefer
Choose this endpoint when you need evidence-grounded answers tied to specific public URLs rather than a general web search. It is ideal for competitive intelligence, due diligence, or any scenario where you must cite exact sources and need a confidence-scored, structured result. Prefer it over generic search APIs when the URLs are already known and source traceability matters.
Side effects
- URL is not publicly accessible or returns a non-200 status
- Research question too broad for the supplied URLs to answer with confidence
- Insufficient evidence flag raised when sources don't contain enough information
- More than six URLs provided, exceeding the input limit
- Payment failure if USDC balance on Base mainnet is insufficient
- Source content is behind a login or paywall, preventing retrieval
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| urlsrequired | array | One to six public HTTP/HTTPS sources to research. |
| questionrequired | string | The research question or comparison to answer. |
| output_schema | object | Optional desired JSON output shape or field guidance. |
Output
Schema · Response
| Field | Type | Description |
|---|---|---|
| result | object | Source-grounded research result containing source metadata, findings, confidence and insufficient-evidence flags. |
| status | string | |
| network | string | |
| service | string | |
| price_usd | number | |
| facilitator | string | |
| commercial_version | string |
Tags
x402
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