bypath is a modular pipeline: scrapers → normalizer → classifier → enrichment → delivery. Each stage is interchangeable, every queue is observable, every failure has a paper trail.
Apify-backed scrapers tap 5 social networks. Rate-limited, proxied, deduplicated by canonical URL. We respect every platform’s API ToS.
Posts from any platform are reshaped into a single 14-field schema. No platform-specific logic leaks into the brain.
A primary GPT classifier triages every post into B2B intent / B2C intent / commerce / noise. A second-pass GPT re-checks edge cases. Noise is dropped.
7 enrichment passes attach email, phone, LinkedIn, website, location and intent vector. Every contact is verified by deliverability test before delivery.
Signals land in your inbox / Slack / CRM / webhook with a one-click reply template. No dashboards to babysit, no SDR floor to staff.
Most “lead intelligence” tools dump a screen at you and call it a day. bypath delivers each qualified post into the place where you already work — inbox, Slack, CRM — with the contact data already attached. The fastest path from “heard it” to “sent the message”.