The daily test is the part people skip. A scraper can pass for weeks and then return half empty rows after a redesign, and nobody notices until a lead list goes out with blank emails. If you pull company or tech data, a cheap check is comparing against a list with evidence per row, like https://stackshortlist.dev. Do you alert on fill rate or only on failed runs?
StackShortlist
Proof Over Promises.
The daily test is the part people skip. A scraper can pass for weeks and then return half empty rows after a redesign, and nobody notices until a lead list goes out with blank emails. If you pull company or tech data, a cheap check is comparing against a list with evidence per row, like https://stackshortlist.dev. Do you alert on fill rate or only on failed runs?