Audits Airbnb listings to fix algorithmic penalties and improve search rank.
Product memo
Airbnb hosts struggling with search visibility use Guest Detective to pinpoint and resolve algorithmic penalties. The service provides detailed diagnostics and expert reviews, identifying friction points in listing descriptions, photos, amenities, and pricing. This approach helps hosts improve their search rank and secure more bookings by directly addressing issues penalized by Airbnb's algorithm.
For who
Airbnb hosts struggling with search visibility
Solves what
Identifies and fixes listing 'friction points' penalized by Airbnb's algorithm.
- Algorithmic listing audits
- Personalized expert review
- Actionable optimization plans
In their own words
The Algorithm is hiding your property.
Get more bookings by fixing the 3 specific things Airbnb's algorithm is currently penalizing you for. Every audit is personally reviewed by an expert human investigator.
Get more bookings by fixing the 3 specific things Airbnb's algorithm is currently penalizing you for.
Commercial cues
Model
one time
Free tier
Yes
Trial
No
Pricing Strategy
- • The mid-tier audit offers a broad, actionable report.
- • A premium tier adds competitive intelligence for deeper insights.
- • Free Field Diagnostic tier lowers testing friction.
Operator context
Founded
Mar 2026
HQ
United States
Platform
Web app
Audience
Creators
Payments
Stripe
Public footprint
Tech stack
Builder Strategy
- Strategy Type
- Niche Specialist
- Stage
- Pre Revenue
- Effort
- Solo Buildable
About Guest Detective Expand
Guest Detective provides a specialized service for Airbnb hosts who find their listings buried in search results. It works by performing algorithmic diagnostics and offering personalized expert reviews to uncover specific 'friction points' that Airbnb's algorithm penalizes.
This includes analyzing photo captions, identifying amenity gaps, and drafting SEO-optimized copy. The service's focus on the intricacies of the Airbnb platform helps hosts directly address the root causes of poor visibility, ultimately leading to more bookings.