Methodology

How the audit is built.

Last updated: 2026-06-22

Every score on Listing Audit Tools comes from a documented rubric — no black-box weights, no incentives to recommend specific paid products. This page explains how we built the rubrics and how we keep them honest.

How rubrics are derived

Scoring criteria are derived from the published Airbnb and Vrbo algorithm documentation, guest-conversion research, and the editorial team's direct hosting experience. Each dimension (Title, Description, Photos, Amenities, Reviews) has a documented weight justification. The rubric is public: see the About / How the scoring works page.

Primary-source rule

Claims about platform behavior (search filters, listing requirements, algorithm signals) trace to official platform documentation or published research from credible hospitality data sources (AirDNA, STR report providers). Secondary commentary does not substitute for primary-source documentation.

Rubric freshness

Airbnb and Vrbo change their algorithms and listing requirements. We review rubrics whenever platforms announce changes. Each rubric version is tracked in the audit changelog. Blog posts carry a visible datePublished date.

What the audit does not do

The free audit is a diagnostic tool, not a guarantee of ranking improvement. Scores reflect the listing's profile data against the rubric — actual booking performance depends on pricing, market conditions, and factors outside the audit's scope.

Affiliate and sponsorship policy

Affiliate relationships are disclosed on the Disclosures page. Affiliate status does not influence which improvements we recommend or how we weight rubric criteria. When a paid tool is the right fix, we say so and label the link as affiliate.