Source discipline
Product data comes from official or owned APIs and approved primary data infrastructure. Competing marketplaces are benchmarks, never sources.
Trust center
Guardrails are part of the product.
API Aha’s public posture is deliberately narrower than its codebase. What we can build and what we can responsibly sell are separate questions.
Deterministic calculations
Scores and dollar outputs are calculated in deterministic code. Language models may explain a result; they do not invent the number.
No unsupported claims
We do not turn incomplete inputs into fraud, demographic, audience, or revenue certainty.
Bounded collection
Every upstream collection path must use an explicit cap. Unbounded supplier work is a product and cost-control failure.
Buyer-path evidence
Source, CI, origin health, and a marketplace editor are not launch proof. Cold and warm subscriber calls must succeed semantically with correct cache and billing receipts.
Human publication gate
Pricing, RapidAPI visibility, advertising, and public community content require a human decision.
Report a security or data concern through support. Do not include credentials, subscriber keys, private proxy secrets, or personal payment data in the message.