FloorPlanMind: Catch Floor Plan Problems Before You Sign
FloorPlanMind turns a floor plan image into a fast, buyer-friendly review of layout issues that photos never reveal. Floges built the SaaS to flag circulation, furniture fit, privacy, storage, and light problems in about 60 seconds.
When evaluating a property, buyers see polished listing photos and marketing brochures. What they do not see is whether the kitchen island blocks the dishwasher door, whether the main bedroom has no natural light, or whether the corridor eats up 12% of the floor area for no real purpose. These are not cosmetic issues. They are livability problems that show up on day one.
For off-plan buyers, overseas purchasers, and first-time buyers without experienced advisors, floor plan evaluation was guesswork. The product idea was simple: let buyers upload a plan and get the kind of review an experienced architect or buyer's agent would give in a live walkthrough.
Mapped every real-world floor plan problem that experienced buyers and agents look for: traffic flow bottlenecks, furniture clearance failures, sightline privacy issues, rooms with no natural light, and wasted corridor space. These became the AI's core evaluation criteria.
Scoped the MVP around a single upload-to-report flow: accept a PDF, JPG, PNG, or listing screenshot, analyze layout dimensions and spatial relationships, and return a structured report with a livability score, red flags, yellow flags, green lights, and agent questions. Credit-based billing, rather than a subscription, removed commitment friction for one-time buyers.
Built the image ingestion and AI analysis pipeline, the structured report generation system with a livability score, flagged issues by category, and a furniture fit matrix, plus credit-based billing with Stripe. Multi-language report output in English, Spanish, Portuguese, Chinese, German, and French shipped in the first build. Shareable links and downloadable PDFs were included at launch.
Launched with a free one-report preview tier that required no credit card, allowing buyers to validate the product before making any payment commitment. Paid tiers ranged from $4.99 for a single report to $34.99 for 15 reports, with non-expiring credits and a seven-day refund window.
After launch, analysis accuracy was refined through real report feedback. Lifestyle-specific analysis was added for work-from-home suitability, child safety, and accessibility, expanding the product beyond standard buyer use cases. Volume grew to 50,000+ floor plans analyzed.
Building an AI SaaS where the core value is in the analysis, not the interface?
Let's scope the AI logic, the output format buyers actually need, and the billing model that removes friction at the point of conversion.