Listing Lab AI

AI-powered real estate listing analysis for agents, investors, and STR operators.

Listing Lab AI turns any real estate listing into a complete investment and performance analysis — in seconds, without leaving the page. Browse a listing on Airbnb, VRBO, Zillow, Redfin, or Realtor.com, click the extension, and get an instant AI report built for serious operators and investors. ── STR MODE (Short-Term Rental) ── Running or evaluating a short-term rental? Listing Lab analyzes: - Estimated ADR, occupancy, and annual gross revenue - Photo quality score with specific improvement recommendations - Guest positioning — who books this property and why - Listing headline suggestions and emotional positioning gaps - STR performance forecast across conservative, base, and optimized scenarios ── INVESTOR MODE ── Evaluating a property as a buy-and-hold or STR investment? - 3-scenario financial model (conservative / base / optimized) - Cap rate, cash-on-cash return, DSCR, and monthly cashflow - Acquisition recommendation: Strong Buy / Buy / Hold / Pass - Regulatory risk flags and STR permit considerations - CapEx plan: quick wins, optimization moves, and strategic upgrades - Guest positioning and market differentiation analysis ── WORKS WHERE YOU ALREADY BROWSE ── Listing Lab reads the page you're already on — no copy-pasting, no form-filling. Supports: ✓ Airbnb ✓ VRBO ✓ Zillow ✓ Redfin ✓ Realtor.com ── WHO IT'S FOR ── - STR operators and Airbnb hosts evaluating new properties - Real estate investors running acquisition analysis - Agents advising investor clients on rental potential - Anyone who wants to move faster without sacrificing rigor ── FREE & PRO ── Free plan includes 3 analyses per month. Pro plan unlocks unlimited analyses and full report access. Built by operators, for operators.