Directory
Find AI products backed by evidence
Cards show the product first, then claim status, review evidence or an honest empty state, and assurance depth or “not assessed”. Ranked products appear first by Bayesian review stars only. Bronze/Silver/Gold never sort this list. Open the product catalogue.

12 of 2970 products
Categories filter this directory. They are not a ranked wall, and Bronze/Silver/Gold never sort the list.
General-purpose AI
Search, Research & Knowledge
Agents & Automation
Developer & Engineering
Models & Foundation AI
AI Infrastructure
LLMOps / MLOps
Data & Machine Learning
AI Governance & Assurance
AI Safety & Security
Privacy, Identity & Trust
Documents & Office Productivity
Meetings & Collaboration
Language & Translation
Image & Design
Video, Avatars & Synthetic Media
Voice, Audio & Music
Marketing & Advertising
Social Media
Sales & Revenue
Customer Service & CX
HR & Workforce
Finance & Accounting
Legal & Compliance
Procurement & Supply Chain
Analytics & Decision Intelligence
Personalisation & Recommendations
Accessibility & Assistive AI
Computer Vision
Robotics & Autonomous Systems
Edge AI & Smart Devices
Digital Twins & Simulation
Search and combine independent product attributes. Impact only matches products with an actual Impact classification; unassessed products are excluded.
These directory listings are live and browseable. Search-engine promotion remains paused until launch approval and real verified evidence exist for ranking-eligible suppliers.
Products
Showing 12 of 12 matching products. Payment is not a sort field.
- Algolia NeuralSearch
Algolia · Semantic search
- Unclaimed
- Directory-only
- Not assessed
Algolia NeuralSearch is a hybrid search capability that combines keyword matching with vector-based semantic search on an Algolia index.
No published reviews
Chroma CloudChroma · Semantic search
- Unclaimed
- Directory-only
- Not assessed
USChroma Cloud is Chroma's platform, from Chroma Inc.
No published reviews
Cohere RerankCohere · RAG systems
- Unclaimed
- Directory-only
- Not assessed
CACohere is a Toronto-headquartered model company selling text, embed and RAG-oriented APIs for enterprises.
No published reviews
ElasticsearchElastic · Semantic search
- Unclaimed
- Directory-only
- Not assessed
Power insights and outcomes with The Elasticsearch Platform.
No published reviews
Glean Enterprise SearchGlean · Enterprise search
- Unclaimed
- Directory-only
- Not assessed
USGlean sells enterprise AI search over workplace applications.
No published reviews
Marqo CloudMarqo · Semantic search
- Unclaimed
- Directory-only
- Not assessed
AI-native search, recommendations, and merchandising trained on your catalog.
No published reviews
- Pinecone Semantic Search
Pinecone · Semantic search
- Unclaimed
- Directory-only
- Not assessed
USPinecone is the trusted AI knowledge company.
No published reviews
Qdrant CloudQdrant · Semantic search
- Unclaimed
- Directory-only
- Not assessed
Qdrant is an Open-Source Vector Search Engine written in Rust.
No published reviews
Typesense CloudTypesense · Semantic search
- Unclaimed
- Directory-only
- Not assessed
Typesense is an open-source search engine for fast, typo-tolerant site and app search, with simple APIs, vector search, and self-hosting.
No published reviews
Vertex AI SearchGoogle · Semantic search
- Unclaimed
- Directory-only
- Not assessed
USGoogle is a US technology company that sells consumer and cloud AI products, including Gemini, Search, and related developer APIs on Google Cloud.
No published reviews
- Vespa Cloud
Vespa.ai · Semantic search
- Unclaimed
- Directory-only
- Not assessed
Vespa is the AI Search Platform for fast, accurate AI search, AI agents, personalization, recommendations, and retrieval.
No published reviews
- Zilliz Cloud
Zilliz · Semantic search
- Unclaimed
- Directory-only
- Not assessed
Zilliz offers a fully managed Vector Lakebase powered by Milvus, unifying real-time vector search, lake-scale discovery, and AI data operations.
No published reviews