SiteList review score
Offers a marketplace of 25 million video clips for training. Rendered invisible to search engines by a malformed robots.txt and missing metadata.
Reviewed on Aug 4, 2026
RecipeBook by Shofo — Buy video training data by the hour featuring 25M+ clips
shofo.ai
Unclaimed listingWhat it does
Video data marketplace by Shofo. Search and order video clips.
Two ratings
Verified user rating
—
No verified reviews yet — the evidence locker is empty.
Screenshots
Captured during our latest review on Aug 24, 2026
Key features
Video clip search and filtering
marketplace UI
Interface allows users to search, apply filters, and order video clips for training data.
Who it’s for
AI model training data procurement
Acquiring large-scale video clip datasets for machine learning and computer vision training.
Buyer questions
Questions buyers actually ask
Is RecipeBook by Shofo a reliable source for ML training data?
The site offers a massive repository of 25M+ video clips, but currently lacks the trust signals, such as case studies or enterprise logos, typically expected by professional ML researchers.
Why is RecipeBook not appearing in search results?
Our crawl identified critical technical issues, including a malformed robots.txt file and a lack of unique metadata, which prevent search engines from indexing the marketplace's content.
Does the site support self-service licensing?
No. At the time of review, there is no public-facing documentation or self-serve help center explaining licensing terms or technical specifications for the datasets.
How does RecipeBook compare to competitors like Scale AI?
While the core data asset is significant, RecipeBook lacks the content infrastructure and keyword strategy that established competitors use to dominate the computer vision market.
Answers are based on SiteList's latest evidence review. Read the full review.
The expert review
RecipeBook by Shofo scores 60/100, offering a high-utility marketplace of 25M+ video clips for ML training. While the backlink profile is strong, critical technical blockers like a malformed robots.txt and a lack of metadata render the site nearly invisible to search engines.
60/100: High-value training data trapped behind critical technical blockers.
Verified user reviews
0 verifiedNo reviews yet. The evidence locker is empty.
Reviews from verified users appear here once approved.
Reviews are from the SiteList community. Some reviewers received incentives — disclosed in the review, always. The verdict is never for sale.
Scores across 13 dimensions
Brand & experience
Performance
Content & editorial
Trust & decision surfaces
Search & discoverability
Docs & measurement
- Domain
- shofo.ai
- Category
- Training data & model ops
- Platforms
- web
- Last checked
- Aug 4, 2026
- Public dimensions
- 13
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