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Vertical AI · Startup idea
Real estate agents lose deals to slow follow-up. The AI that texts every Zillow lead within 60 seconds, qualifies them, and books a showing wins the broker market.
Why now
The lead-conversion gap in residential real estate is 6x. Brokers know it. The tools that exist (Lofty, Top Producer) are CRMs, not agents. The greenfield is the agent that runs the front-of-funnel.
The idea you could build today
Twilio number per agent, text/voice routing. New lead comes in, agent texts immediately, asks 5 qualifying questions, books the showing on the agent's Google Calendar. Fall back to a human at any escalation. Bill per-booking, not per-seat.
Build stack
The three repos already trying
AI-Powered Photos App for the Decentralized Web. We are on a mission to protect your freedom and privacy.
Framework migration
+109%
14-day velocity Δ
100 contributors
Engineering hiring burst
+55%
14-day velocity Δ
97 contributors
Framework migration
+35%
14-day velocity Δ
60 contributors
Matched against the current-period startup signal panel (proptech, enterprise-saas, ai-ml). Rankings shift weekly as the underlying GitHub activity moves. Read the methodology.
The seed-round pattern hiding in the trendline
Real-estate-CRM OSS repos that ship an SMS / voice-agent layer in a 90-day window are the seed-round tells. The velocity in the voice-routing module is the lead indicator.
Both are CRMs with an AI sidebar. The product here is agent-first — the lead conversion is the wedge, and the CRM is a side effect.
Use the signal, not just the idea
The repos above re-rank automatically as commit velocity, contributor growth, and new-repo creation move. Want the data feed for this idea wired into your own stack? The MCP server exposes every signal as a tool any agent host can query.
Updated 2026-05-18. The framing is editorial; the “three repos already trying” slot is generated from the live signal panel. Anonymity rule: we name public GitHub orgs, never individual founders or stealth teams.