Building a Multi-Vertical Lead Generation System with LLM Visual Analysis
· 6 min read
Encountered this architecture challenge while designing a building renovation lead identification system for a client. The same LLM visual pipeline proved reusable across multiple industries with zero additional development cost.
TL;DR
Feed Google Street View + Satellite images to an LLM, extract structured building attributes (glass type, orientation, facade material, condition), and generate a renovation potential score. The same pipeline — without modification — can produce targeted leads for window film installers and window covering retailers. POC cost for 150 buildings: ~$125.