5 states, 2 working filters: scraping US childcare license registries
Five states, one query language, and an "active licenses only" checkbox that only actually filters two of them. That's the trap in scraping US child…
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Same API standard, four incompatible schemas: scraping state cosmetology license registries
"Just query the Socrata API" is true and also useless advice. Socrata SODA is a real open standard — New York, Connecticut, Colorado, and Texas all…
Find people asking for what you sell, using LinkedIn post search
The best lead you will ever get is someone publicly asking for the thing you sell. Not a scraped list. Not a cold list bought from a broker. An actu…
Build a fresh trucking-insurance lead feed: every new US carrier with phone + email, updated weekly
When a trucking company registers with the FMCSA and gets its authority, the clock starts on a bunch of things it now legally has to buy: primary li…
How to Build a LinkedIn Profile Scraper: The Honest Technical Guide
If you have ever tried to build a LinkedIn profile scraper , you have probably discovered that the obvious path — "just call the API" — is a dead en…