Strongest fit
Who it is built for
- Online marketplaces
- Social media platforms
- Ecommerce businesses
Shaped
Vector database with a feedback loop for personalization
Shaped is a vector database for personalized search and recommendations. It connects to product and behavioral data, manages embeddings and freshness, then retrieves results through a feedback loop that uses user interactions to improve ranking and relevance.
SHShapedProduct screenshot pending
- Best for
- Online marketplaces
- Pricing signal
- Not publicly listed
- Primary category
- Vector databases
- Last verified
- Jul 30, 2026
The decision
Should Shaped make your shortlist?
Start with the job, the team, and the constraints. Product fit becomes much clearer when those three line up.
Practical use cases
Jobs it can take on
- Build personalized hybrid search
- Serve product recommendations
- Retrieve context for agents
Before you choose
Know the tradeoffs
- Shaped has been acquired by Whatnot
- The website advertises USD 100 in free credits
Inside the product
What you can actually do with it.
The core product capabilities, grouped around the work they enable.
Feedback Loop
Shaped uses interaction data to improve personalized retrieval results over time.
Hybrid Search
The query layer combines semantic and keyword search across multiple indexes.
Data Connectors
Shaped provides connectors for data sources and event platforms used to power search and recommendation systems.
Typical workflow
Teams connect their data, and Shaped handles embeddings, models, and data freshness. Applications query by text, user ID, or item ID to retrieve personalized results for search, recommendations, or agent context.
Plans and official links
Plans and accessNot publicly listed.
See the entry price, free access options, company details, and direct vendor destinations in one place.
Starting pointNot publicly listed
- Provider
- Whatnot
Official destinations
Choosing for a real workflow?
Make the tool work with the rest of your operation.
We map the workflow, connect existing systems, choose what to buy, and build what is missing.