A serious reference for the people who use AI at work.

Most AI prompt sites publish whatever sounds plausible. They sort by likes, hide their methodology, ship the same prompt to a lawyer drafting a deposition and a marketer drafting a tweet. For regulated work, this fails on contact — a single fabricated case citation, a single imagined contract clause, a single HIPAA-improper email and the prompt is worse than no prompt at all.

The professionals Loddle serves know this. They are time-poor, skeptical, and personally liable for the output of their tools. They will not adopt a prompt they cannot evaluate. So Loddle was built around evaluation, not around marketing.

Every prompt in the library is generated and verified on a production model (claude-sonnet-4-6), structured to a published schema, carefully engineered with profession-specific constraints, and given disclaimer language calibrated to the professional stakes involved. If a prompt does not pass all four, it is not in the library. The library is small because we ship nothing that hasn't cleared every gate.

The shape of the company is downstream of that bar. Loddle is editorial — like a respected industry reference — not algorithmic. We do not have ratings. We do not have submissions. We do not have a community-content tier. We have a curated library and a documented methodology. If you would not trust the work of a researcher who cites their sources, you should not trust ours either — but we publish the sources.

Subscriptions are the intended revenue model — not advertising, not affiliate commissions, and not a sponsored tier that can buy a prompt a better position. Because nothing is being sold against the content, the content has nothing to sell you but its own quality.

We also do not accept user submissions and we do not run a community-content tier. Every prompt is curated in-house, generated and verified on claude-sonnet-4-6, and held to the same four quality gates before it ships. The library stays small on purpose.

What we publish instead of marketing is a record. Each prompt carries a transparency badge — the model used, the generation date, the confidence tier — so what you read reflects exactly how the sample was generated, not a marketing description of it.