How GetBestify builds its reports

Every report is built from publicly accessible signals. We crawl the live storefront — product pages, collection trees, sitemaps, rendered HTML — and enrich it with detected analytics platforms, advertising pixels, and installed third-party apps.

We do not use private dashboards, leaked credentials, or any data that is not available to a normal visitor of the site.

Each report shows a "last refreshed" timestamp at the top of the page. We re-crawl tracked storefronts periodically as their catalog, pricing, and ad mix evolve, so benchmarks reflect the current state rather than stale snapshots.

Quantitative figures (SKU counts, price band distributions, in-stock rates) reflect the most recent crawl unless otherwise noted.

Marketing examples on the homepage and category pages — phrased as "a category leader" or "a leading site" — are based on real, observed storefronts but are anonymized for confidentiality.

Inside a purchased report, the analyzed brand is named explicitly. Third-party brand names that appear elsewhere on the site (e.g. integrated apps, ad platforms) are the property of their respective owners and are referenced for descriptive purposes only.

• SKU — stock-keeping unit; a distinct sellable item including its variants.
• SPU — standard product unit; a parent product that may contain multiple SKUs.
• DTC — direct-to-consumer; brands that sell to end customers without a wholesale intermediary.
• SLA — service-level agreement; the published commitment around fulfillment, response time, or similar.
• LLM — large language model; the class of AI models used in our analysis pipeline.
• SEO — search engine optimization.