Automated cross-marketplace vehicle search and alerting for buyers

Automated cross-marketplace vehicle search and alerting for buyers targets a $1.2B = 10M active vehicle flippers and serious hobbyists worldwide x $120 ACV. Buyer count rationale - global hobbyist and small dealer population who regularly search for vehicles and parts across marketplaces. total addressable market with medium saturation and a year-over-year growth rate of classifieds and marketplace search tools growing 6-12 percent annually as online vehicle discovery shifts away from newspapers and toward social platforms.

Key trends driving demand: Marketplace fragmentation - more buyers and sellers using varied platforms increases need for cross-platform aggregation and alerts.; Shift to social classifieds - Facebook Marketplace and private groups have increased unstructured listings which users must monitor manually.; Real-time expectation - users expect immediate notifications for high-value limited inventory items, raising demand for low-latency monitors.; Automation tooling - serverless compute and headless browsers reduce the cost and complexity of continuous scraping across many sites..