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.
Connected PapersConnected Papers · Research assistants
- Unclaimed
- Directory-only
- Not assessed
A unique, visual tool to help researchers and applied scientists find and explore papers relevant to their field of work.
No published reviews
Deep ResearchOpenAI · Deep research
- Unclaimed
- Directory-only
- Not assessed
USOpenAI is a US AI research company that sells hosted assistants, APIs and developer tools, including ChatGPT and the OpenAI API.
No published reviews
NotebookLMGoogle · Research assistants
- Unclaimed
- Directory-only
- Not assessed
USNotebookLM is Google's source-grounded research notebook assistant for synthesising and chatting with user documents.
No published reviews
Free (supplier-claimed)
PaperguidePaperguide · Research assistants
- Unclaimed
- Directory-only
- Not assessed
AI-native platform for literature reviews and auditable systematic reviews, with reference management and research agents.
No published reviews
ResearchRabbitResearchRabbit · Research assistants
- Unclaimed
- Directory-only
- Not assessed
Save hours on your literature review.
No published reviews
Semantic ScholarSemantic Scholar · Research assistants
- Unclaimed
- Directory-only
- Not assessed
Semantic Scholar uses groundbreaking AI and engineering to understand the semantics of scientific literature to help Scholars discover relevant research.
No published reviews




