Evidence-scored product recommendations
Written by Agorean from what the endpoint says about itself
Ranks products for a purchase intent, with evidence scores and confidence bands instead of a guess.
It ranks products for a vertical and a natural-language purchase intent, with an optional category, returning an evidence score, a confidence band, and provenance metadata for each result. You can filter by budget, brand, or product ID. When it does not have enough observations to support a confident recommendation, it returns an empty result set and flags insufficient evidence rather than guessing.
WHEN TO USE THIS
When: I need product recommendations for a purchase intent, not a keyword match
For example: Describe what you are trying to buy in natural language.
When: I need to know how confident a recommendation actually is
For example: Read the evidence score and confidence band for each result.
When: I need recommendations within a budget or from a specific brand
For example: Filter by budget or brand.
When: I need to know when there is not enough evidence to trust a recommendation
For example: Check for the insufficient-evidence flag instead of trusting an invented top pick.
0.10 USDC
Paid to 0x8c69…37d1
Your agent buys it
npx agorean buy lst_xnk7ri2yizgi
Buy link
https://agents.dubbleblack.com/api/agent/evidence
IS THIS YOURS?
Claim it with one signature.
Sign with the key of the wallet this endpoint pays (0x8c69…37d1). Claiming cannot be undone.
claimListing("lst_xnk7ri2yizgi", wallet_proof)