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.

2971 of 2971 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 24 of 2971 matching products. Payment is not a sort field.
Lyro AI AgentTidio · Customer-service chatbots
- Unclaimed
- Directory-only
- Not assessed
USSee what your customer conversations earn.
No published reviews
Lyzr Agent StudioLyzr · Agent builders
- Unclaimed
- Directory-only
- Not assessed
Lyzr Agent Studio is Lyzr's platform, from Lyzr, Inc.
No published reviews
- mabl Generative AI Test Automation
mabl · QA automation
- Unclaimed
- Directory-only
- Not assessed
USThe #1 agentic testing platform empowering software teams to accelerate releases, ensure software quality, and deliver exceptional user experiences.
No published reviews
Maestra AI Subtitle GeneratorMaestra · Captioning
- Unclaimed
- Directory-only
- Not assessed
Unlock your global audience with Maestra AI: Lightning-fast AI-powered transcripts, subtitles, and multilingual voiceovers in 125+ languages, on demand or in r…
No published reviews
maestro MusicBeatoven.ai · Music generation
- Unclaimed
- Directory-only
- Not assessed
Create royalty-free, background music with the power of AI.
No published reviews
- maestro Sound Effects
Beatoven.ai · Sound generation
- Unclaimed
- Directory-only
- Not assessed
Create royalty-free, background music with the power of AI.
No published reviews
Magic PatternsMagic Patterns · UI / UX design
- Unclaimed
- Directory-only
- Not assessed
AI design tool to turn prompts into production-ready UI.
No published reviews
MailMaestroMailMaestro · Email assistants
- Unclaimed
- Directory-only
- Not assessed
SGAI tools built for Microsoft 365.
No published reviews
Maisa Digital WorkersMaisa · Business-process agents
- Unclaimed
- Directory-only
- Not assessed
Maisa Digital Workers is Maisa's software product, from Maisa AI, Inc.
No published reviews
MarbleWorld Labs · 3D generation
- Unclaimed
- Directory-only
- Not assessed
World Labs is a spatial intelligence company, building frontier models that can perceive, generate, and interact with the 3D world.
No published reviews
Market InsightsHeuritech · Trend intelligence
- Unclaimed
- Directory-only
- Not assessed
Heuritech offers AI-powered insights that leverage market & consumer data to quantify and predict what people wear for fashion companies.
No published reviews
Marketing Cloud PersonalizationSalesforce · Personalisation platforms
- Unclaimed
- Directory-only
- Not assessed
USSalesforce sells CRM cloud software with Einstein and Agentforce AI features.
No published reviews
MarketMuseMarketMuse · Content marketing
- Unclaimed
- Directory-only
- Not assessed
MarketMuse provides AI content planning and SEO research to build topical authority.
No published reviews
Subscription (supplier-claimed)
Marqo CloudMarqo · Semantic search
- Unclaimed
- Directory-only
- Not assessed
AI-native search, recommendations, and merchandising trained on your catalog.
No published reviews
- Martian Gateway
Martian · Model routing
- Unclaimed
- Directory-only
- Not assessed
Measurement.
No published reviews






