Data extraction tools for people who feed pipelines, not dashboards.

Clean JSON, honest failure reporting, and you only pay for results actually delivered.

Honest failure reporting. Most scrapers fail silently — you get an empty result and no idea whether the record doesn't exist, the site blocked you, or the tool broke. Every Cleanfeed tool returns a specific reason per item, so you can tell a genuinely missing record from a failure worth retrying.

Failures cost nothing. Items that couldn't be retrieved aren't charged. Feed in a large list of older or dead records without paying for the gaps.

Built for bulk. No result caps, no pagination limits, concurrency you control. Made to run over thousands of inputs, not to fetch one by hand.

LLM-ready output. Clean text and structured metadata, shaped to drop straight into a vector store, warehouse, or training set — no cleanup pass.

Bulk transcripts and subtitles with timestamps. Any language, falling back from human-written to auto-generated captions. No API key, no cap.

Built after the proof-of-origin token change broke most transcript tools — many now return empty results for the majority of videos. This one uses a fallback ladder of client identities and reports which one served each result.

More tools in progress, each verified the same way before publishing.

Every tool is verified against a large sample of real, freshly collected inputs before it ships — not a handful of convenient test cases. Extraction logic is covered by automated tests, and each run records which fetch strategy succeeded, so breakage surfaces early instead of after a wave of bad results.

Found a bug, or need a field that isn't returned? Open an issue on the actor page. Issues get read, and fixes ship.