Productivity AutomationVerified
Reviewed and published by trentmaziarz, May 11, 2026. Discovered and drafted by our automated research pipeline.
Unsplash uses a third-party AI tagging service (Imagga's Auto-Tagging API) to automatically generate descriptive keywords and category labels for every photo submitted to the platform. This applies to all uploaded content globally.
Details
When a photographer submits a photo to Unsplash, the image is parsed through Imagga's Auto-Tagging API, which applies computer vision to suggest keywords and assign a category. These tags power Unsplash's keyword-based search. Photographers can add or remove tags manually, but the initial tag set is generated automatically. Unsplash's own blog confirms that automatic tagging occurs on every photo submission, and the Imagga case study confirms Unsplash integrated this API to enhance image metadata and search capabilities.
Products affected
Unsplash (web platform)Unsplash API
Sources & Evidence
Company Disclosure
Cite this record
Trace Foundation. (2026). Unsplash: Unsplash uses a third-party AI tagging service (Imagga's Auto-Tagging API) to automatically generate descriptive keywords and category labels for every photo submitted to the platform. This applies to all uploaded content globally (data as of 2026-05-11) [Data set record]. AI Trace. https://www.aitrace.org/r/practice/4db7dbc6-3695-4270-979e-95856e0a74cb. Accessed October 5, 2026.
- Stable link
- https://www.aitrace.org/r/practice/4db7dbc6-3695-4270-979e-95856e0a74cb
- Data as of
- May 11, 2026
- Last verified
- Not recorded
Other practices by Unsplash
ModerationUnsplash uses a content filtering system built into its API that automatically screens search results to prevent images violating submission guidelines—such as nudity or violence—from being returned to API consumers. This is active by default for all API applications.RecommendationUnsplash uses advanced image recognition technology to power keyword-based search across its library, with the Unsplash API officially described as being powered by 'tens of millions of community generated tags and advanced image recognition.' This is available to all users and API consumers globally.Data AnalysisUnsplash deployed a machine learning-based visual matching system that scans the public web to identify where contributor photos have been used, then surfaces that information to photographers in a 'Uses' dashboard. This feature launched in May 2021.
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