Do AI agents pick Mongoose?
How often agents choose Mongoose when a developer needs database & orm — measured across Claude, GPT, Gemini.
95% CI 5%–12%
When developers ask an AI agent for database, Mongoose is picked 8% of the time — ranking #3 of 6 measured across Claude, GPT, Gemini.
0 docs in FineWeb · 56 URLs in Common Crawl
23.1M installs / month ▲ 5% MoM
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The per-model and per-surface breakdown for Mongoose — where it wins, where it loses, and to whom — plus an alert when the Pick Rate moves.
About Mongoose
An Object Document Mapper (ODM) for MongoDB and Node.js.
Mongoose provides a schema-based solution for modeling MongoDB data in Node.js applications. It handles validation, casting, query building, and business logic hooks on top of MongoDB's native driver, making it easier to work with structured data in an otherwise schema-free database. It is aimed at Node.js developers who want more structure and conventions when interacting with MongoDB.
Where to start
Install the package, define a Schema to describe your document shape, then compile it into a Model to start reading and writing documents. The official Mongoose documentation at mongoosejs.com covers the full API and common patterns.
The rest of the Database & ORM ranking
| 1 | Prisma | 21% |
| 2 | TypeORM | 10% |
| 4 | Drizzle ORM | 6% |
| 5 | Kysely | 2% |
| 6 | Sequelize | 1% |