Photo-to-price platform for estate sale managers

Running estate sales is pure pandemonium. You've got hundreds of objects scattered throughout a home. Prices get pulled from thin air. Spreadsheets crash in the middle of everything. Marketing happens through Facebook posts. Payments go through Square. Commission calculations require a separate calculator. Every single process is manual, every tool is disconnected, and a profitable Saturday sale guarantees ten hours of administrative hell on Sunday evening. The estate liquidation industry is surging toward $4.2 billion as baby boomers begin downsizing. But the technology serving this space hasn't evolved. Professionals are holding it all together with improvisation and anxiety. SaleBase consolidates the entire workflow into a single dashboard. Photograph items and the system recommends data-driven prices pulled from comparable transaction records on WorthPoint and LiveAuctioneers. Monitor inventory live as pieces sell or get relocated. Automatically produce buyer receipts, tax documentation, and commission breakdowns. Run online bidding in parallel with walk-in purchases. Everything stays synchronized. One platform eliminates the five separate tools estate sale professionals are currently wrestling with. The MVP comes together by integrating image recognition APIs with comparable sales databases to deliver instant pricing recommendations. From there, add straightforward inventory tracking with barcode creation and mobile scanning capability. Integrate Stripe for payment handling and use templated logic to auto-generate commission distributions and tax filings. Validate with 10 estate sale managers who are already bouncing between five different applications and would gladly pay to unify their workflow. The pricing engine represents both the biggest technical challenge and the killer feature that draws managers onto the platform. Full-time managers subscribe at $99 to $149 monthly. Part-time operators pay $39 per individual sale. With an average of $120 across 1,500 active managers, annual revenue reaches $2 million. Customer acquisition flows through estate sale Facebook communities boasting 22,000 active members, YouTube content focused on estate sale operations, and strategic partnerships with EstateSales.net for seamless listing integration. Retention becomes almost inevitable because nobody voluntarily returns to spreadsheets after experiencing automated commission splits and tax reporting. Each completed transaction enriches a comparable sales database that grows more precise with scale, and that proprietary dataset becomes an asset no rival can duplicate without accumulating the same depth of transaction history.