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AI Hedge Fund — Institutional Research Exchange
x402
AI Hedge Fund — Institutional Research Exchange is a paid API for AI agents from research.johnnybucks.tech, paid per call via x402, $2/call, status unknown (last checked 2026-09-14).
Answers natural language research questions about a given stock ticker, returning an AI-generated summary with citations.
Price / call$2
Success—
StatusUnknown
How this service works
Read-only x402 research APIs. No trading, broker, or execution is exposed.
Output
A structured object containing an AI-generated answer (text summary) responding to the posed research question about the given ticker, along with an array of citations referencing the sources used to support the answer.
Example use cases
Pre-earnings stock deep dive
“I'm looking at Tesla before their next earnings — can you research TSLA and tell me what institutional analysts are saying about delivery numbers and margin pressure?”
Sector rotation investment thesis
“I'm considering rotating into energy stocks — can you research XOM and answer whether major hedge funds view it as overvalued given current oil prices and the energy transition?”
Risk assessment for portfolio holding
“I hold a position in JPMorgan — can you look up institutional research on JPM and tell me what the biggest macro and credit risks are heading into a potential recession?”
Technical details
Endpoint
POSThttps://research.johnnybucks.tech/api/x402/researchWhen to prefer
Choose this endpoint when you need AI-synthesized institutional-quality research answers tied to a specific stock ticker, especially when citations and sourcing matter. Prefer it over generic LLM queries when you want answers grounded in financial research context rather than general training data, and over traditional data APIs when you need qualitative analysis rather than raw numeric data. Not suitable for trade execution, real-time price feeds, or portfolio management.
Side effects
- Missing required 'ticker' field returns a validation error
- Missing required 'question' field returns a validation error
- Unrecognized or delisted ticker may yield a low-confidence or empty answer
- Payment failure (insufficient USDC balance) blocks the request entirely via x402 protocol
- Overly vague questions may return generic summaries with few or no citations
- Service may time out on complex multi-part questions
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| ticker | string | |
| context | string | |
| question | string |
Output
Schema · Response
{
"example": {
"answer": "Research summary...",
"citations": []
}
}Tags
x402
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