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Maha Source-Bound Research Microbrief
x402
Maha Source-Bound Research Microbrief is a paid API for AI agents from www.mahastrategies.com, paid per call via x402, $0.24/call, status unknown (last checked 2026-10-26).
Retrieves and extracts exact short quotes from up to three approved, rights-reviewed public text sources to answer one narrow question, returning a bounded extractive brief with source links, locators, retrieval hashes, and explicit unknowns.
Price / call$0.24
Success—
StatusUnknown
How this service works
Retrieve up to three approved, rights-reviewed public text sources for one narrow question. Return a bounded extractive brief with exact short quotes, source links, locators, retrieval hashes and explicit unknowns. No model calls, invented answer, semantic contradiction detection, open-ended research or factual certification.
Output
A bounded extractive microbrief containing: exact short verbatim quotes from up to three sources, source links with content locators, a retrieval hash per source, a result hash, an input hash, a receipt digest, and a structured limitations list noting what the sources do not cover or what could not be confirmed. No synthesized or invented content is included.
Example use cases
Fact-checking with cited passages
“I need you to pull exact quotes from these three URLs — [URL1], [URL2], [URL3] — that address the question 'Did the WHO recommend masking for outdoor settings in 2021?' Use public data class and flag anything the sources don't clearly state.”
Competitive research with bounded sources
“Look at these two approved public pages — [URL1] and [URL2] — and extract verbatim quotes that answer: 'What pricing tiers does this SaaS product offer?' I want source links, exact locators, and a list of what's not answered.”
Legal reference extraction from public documents
“From these two public government URLs — [URL1] and [URL2] — pull short exact quotes that address the question 'What penalties apply to GDPR violations above €10 million?' Mark any gaps explicitly and give me retrieval hashes for audit.”
Technical details
Endpoint
POSThttps://www.mahastrategies.com/api/v1/demand/source-bound-research-microbrief?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a verifiable, citation-grounded answer to a narrow question drawn strictly from sources you specify — with no risk of model hallucination or invented content. It is ideal when auditability, exact quotes, and retrieval hashes matter (e.g. compliance, legal, fact-checking contexts). Prefer it over open-ended research tools when you already have approved source URLs and need bounded, rights-reviewed extraction rather than broad web search or generative summarization.
Side effects
- Source URL not accessible or not rights-approved — returns error or empty result for that source
- Question exceeds 300 character limit — schema validation error
- Fewer than 1 or more than 3 sources provided — schema validation error
- Source contains no relevant extractive content for the question — limitation noted in output
- Network timeout retrieving source — failure flagged per source
- Invalid dataClass enum value — schema validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Tags
x402
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