
Web search API and crawler built for AI agents
Algolia records 689,970 monthly visits with -11% month-over-month growth and Freemium, Contact for Pricing pricing. Ragie records 7,557 monthly visits with -26.8% growth and Freemium, Free Trial, Free pricing.

The managed context engine for agents, assistants and apps
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | algolia.com | ragie.ai |
| Pricing Model | Freemium, Contact for Pricing | Freemium, Free Trial, Free |
| Monthly Visits | 689.97K (689,970) | 7.56K (7,557) |
| MoM Traffic Delta | -85.54K (-11%) | -2.77K (-26.8%) |
| Primary Market & Share | 🇺🇸 United States (31.9%) | 🇺🇸 United States (47.5%) |
| Direct Visits / mo | 337.08K | 2.99K |
| User Rating | 4.7 | 4.4 |
| Supported Platforms | Website | Website |
AI search and retrieval platform for modern apps and commerce
Deliver keyword, semantic, and hybrid results from a single index, with natural-language query understanding built in.
Create, test, and deploy AI agents, and generate grounded conversational answers via retrieval-augmented generation over your own content.
Use behavioral signals to surface related products and tailor results to each visitor's journey.
Curate category pages, pin or boost items, and track performance in dashboards without engineering support.

The managed context engine for agents, assistants and apps
Ragie builds and combines vector, keyword and summary indexes so retrieval surfaces accurate context rather than leaning on embeddings alone.
Sync content automatically from Google Drive, Notion, Confluence, Slack and many other sources, or embed connectors so your own customers connect their data.
Text, PDFs, images, audio and video all flow through one unified pipeline, producing clean context packs regardless of the source format.
Extract structured elements including tables, forms, charts and key-value pairs from documents, with precise bounding boxes for full traceability.

Web search API and crawler built for AI agents

Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
The managed vector database and knowledge engine for production AI

Search foundation built from embeddings, rerankers, and reader APIs

Free / Open-sourceLightning-fast open-source search engine with instant search-as-you-type, but requires self-hosting or paid cloud management.
Free / Open-sourceLightning-fast open-source search engine with instant search-as-you-type, but requires self-hosting or paid cloud management.

Fully managed Vector Lakebase and vector database for enterprise AI, built by the creators of Milvus
Fully managed Vector Lakebase and vector database for enterprise AI, built by the creators of Milvus
Free / Open-sourceOpen-source, high-performance vector search at any scale

A multimodal data warehouse that turns video, audio and documents into queryable rows
SpecialistSQL-native vector database for production GenAI applications
SpecialistSQL-native vector database for production GenAI applications

Combines vector search with ranking models and behavioral learning, excelling at personalized recommendations over raw search.
Combines vector search with ranking models and behavioral learning, excelling at personalized recommendations over raw search.

AI-native product discovery and ecommerce search platform, making it a strong alternative for online store search.
AI-native product discovery and ecommerce search platform, making it a strong alternative for online store search.

Free / Open-sourceOpen-source RAG platform for reliable AI chat and search
Free / Open-sourceOpen-source RAG platform for reliable AI chat and search