What is premium scraping in insurance?
Short answer: Premium scraping is the automated collection of an insurer's rates by running huge volumes of quote requests through its public quote flow. Aggregators use it to power comparison tools; competitors use it to track your pricing strategy in near real time; fraud rings use it to map your underwriting rules.
Your rating logic is the product
Rates encode your actuarial edge. A scraper that can price ten thousand profiles a day reconstructs your rating tables in weeks. What leaves through the quote form is not data exhaust - it is the crown jewels at API speed.
Why quote forms are hard to defend
Quotes must be fast and frictionless for real shoppers, which means the same openness scrapers exploit. CAPTCHAs punish the exact customers you want. IP blocking fails against residential proxy fleets.
Behavioral throttling
The workable approach scores each quote session's humanity - pace, path, identity coherence - and silently degrades service to machines: slower responses, cached rates, honey prices. Real shoppers get instant quotes; scrapers get unreliable data.