Clean up rows
Raw rows usually need a second pass. CrowdPull can normalize fields, remove duplicates, add light labels, and push the records worth checking to the top. Choose it when the scrape already happened but the next system needs cleaner rows, fewer duplicates, or a shortlist instead of another dump.
Examples
1 live SKU
Dynamic routes show a starting price first. After the caller sends the intended input, CrowdPull returns the exact x402 amount, so tiny tests stay cheap and larger runs still pay for the backend work.
Enrichment ยท Enrichment
Clean supplied rows after the scrape: normalize fields, remove duplicates, score likely leads, and add light labels without rerunning the source.
/api/enrich/rows
Open endpointMachine route
Post the rough goal to /api/quote. The response gives you the SKU, alternatives, price shape, and endpoint to call next.
{
"goal": "lead scoring",
"department": "enrichment",
"budgetUsd": 0.25
}