Purple Dog Listings
AI-Assisted FSBO for Sellers Who Don't Need an Agent
Full Concept
Use AI to help homeowners declutter, stage, and photograph their listings without a traditional agent. The roadmap extended into full FSBO support: offer management, disclosure automation, seller-finance structuring. The idea that occupied 9 months of mental energy while nominally being a real estate agent.
The Origin
After getting licensed with Keller Williams, I spent nine months not selling real estate. I was supposed to be an agent. Instead, I kept thinking about how to fix the process for sellers, specifically sellers who didn't need or want a traditional agent but had no good alternative. Purple Dog Listings was the result.
The Wedge: AI Staging and Image Decluttering
The first and simplest version was a single tool: upload photos of your home and get AI-enhanced listing images back. Virtual decluttering, virtual staging, improved presentation, without paying a stager or a professional photographer. This was the painkiller entry point. Every seller needs better photos. Most can't justify the cost of professional staging for a home they're selling themselves.
The Expansion: Full FSBO Platform
From the image wedge, the roadmap extended into the full seller workflow:
Listing creation: AI-generated listing descriptions based on property details, comparable sales analysis for pricing guidance, syndication to major portals. Transaction support: offer management and comparison tools, disclosure document automation, contract review assistance (not legal advice, just document organization). Seller-finance structuring: for sellers willing to offer creative financing, an AI layer that helps structure terms, generate amortization schedules, and prepare documentation.
The B2B Layer
The tooling underneath the consumer product could also be white-labeled for agents and brokerages who want to accelerate their own listing workflows. This is a recurring pattern in my thinking: build the consumer wedge, then offer the infrastructure version to operators. The consumer product validates the technology. The B2B product monetizes it at scale.
Why It Didn't Get Built
The real estate deep-dive consumed nine months of thinking and produced a clear product roadmap. But every time I got close to starting, I realized I was trying to build a real estate technology company while also being a real estate agent. The two roles weren't compatible. Eventually the thinking evolved through several iterations into VYNS, which is a broader application of the same underlying idea: AI as co-pilot for ordinary people navigating complex, opaque markets.
Purple Dog Listings was the proof that the idea was real before I had a name for it.
*Published as an open concept. Free to build on.*
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If this resonated, follow the build. I write when something ships, breaks, or changes my thinking.