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AIForest catalog research FAQ

These answers describe AIForest's own public catalog.

How many distinct products are included in this analysis?

999 distinct product websites in AIForest's public catalog pass the eligibility and duplicate checks. This is a count of AIForest listings, not a census of the AI industry.

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How many analyzed products are labelled Free?

484 of 999 analyzed listings are labelled Free. Freemium and Free trial are counted separately. Labels are supplied catalog information and should be checked on the vendor's website.

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How is the catalog analysis calculated?

Only published public listings with a valid HTTP or HTTPS product website are eligible. Adult and NSFW entries are excluded by the directory's existing eligibility filter. Websites are deduplicated by hostname and path, ignoring www, query parameters and trailing slashes; the newest record is retained. Primary categories are normalized using AIForest's category IDs. All percentages use the complete cleaned sample, including unspecified pricing, and are rounded to one decimal place.

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When do these statistics change?

The report is regenerated from the public catalog with an hourly data cache. The displayed source modification date is the latest available timestamp on an included record, not an independent vendor verification date. Cache refreshes alone do not create a new modification date.

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