PUBLIC BETA · UPDATED OCTOBER 2026
Privacy &
methodology.
What FITONE does
FITONE helps you shortlist AI products for a task. The public beta uses a transparent rules-based matching system: it reads task words and combines matching skills and editorial candidate descriptions. It does not compare measured product quality, guarantee current prices, or independently validate each product's performance.
What data stays in your browser
Recent task text, preferences, saved products, comparison picks, and basic button feedback are stored locally through browser storage. Product Studio test catalogs use browser IndexedDB. These are not synced across your devices or shared with other visitors. Removing your site's browser data clears this information. Do not input passwords, personal records, client files or confidential data.
Server-based AI
The optional server AI explanation is disabled by default. If enabled by the operator, a goal and candidate summaries may be sent to a model provider. In this mode, the app labels model-generated explanations; they can contain mistakes. The beta currently does not offer an account-based privacy control or guaranteed enterprise-grade data processing.
External links & accuracy
FITONE links to original product pages for confirmation. The example catalog is not an exhaustive or verified market inventory; prices, licensing, policies and features can change. FITONE does not sell sponsored ranking positions. Product names and trademarks belong to their respective owners. Links may take you to independent third-party sites with their own policies.
Feedback and updates
Feedback buttons in the app currently store responses in your browser for local testing, not a shared support inbox. We aim to validate quality with real user trials before promising any measured time savings or recommendation accuracy.