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A narrow retrieval engine scoped to knowledge capture alone — no platform, no migration, no six-month rollout. Aimed at real estate brokers, taking the phone queue off a human entirely.
In short: Automated Knowledge Base for Real estate is a retrieval engine aimed at real estate brokers, covering knowledge capture. It scores 72/100 on AltF Ideas, carried by demand (93) and held back by open field (24). Typical pricing is $1.4k–$28k per customer per year, with a first version reachable in about a month for $7.0k–$22k.
Real estate teams lose twenty years of know-how walking out at retirement. The work sits between two systems that were never designed to talk. The cost is invisible on any P&L line, which is why it never gets fixed.
A retrieval engine that sits beside the existing system, reads what it already produces, and closes knowledge capture. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $758M |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $1.4k – $28k |
| Pricing model | Seat SaaS |
| Time to first revenue | 36 days |
| Startup cost to MVP | $7.0k – $22k |
| Build effort | ~1 month |
Retrieval over private documents became cheap enough to run per query. Real estate is growing at roughly 13% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| An internal hire | Works until volume doubles, then breaks again |
Every customer wants their own edge cases encoded, so onboarding cost is the real constraint.
An idea you cannot act on is entertainment. Four concrete steps, wired to tools already running on AltFTool.
Score problem urgency, willingness to pay, and reachable audience size before writing any code.
→ AltF IdeaLabAsk how they handle this today and what it costs them. If nobody can quantify the pain, the demand score is optimistic.
→ Survey BuilderCheck availability, DNS, and email authentication in one pass so your first outreach lands in an inbox.
→ AltF DomainOpsStand up intake, the review queue, and billing before you build the clever part.
→ AltF Flow