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.

14 of 2970 products

Categories filter this directory. They are not a ranked wall, and Bronze/Silver/Gold never sort the list.

General-purpose AI
- General-purpose assistants
- Enterprise copilots
- Enterprise AI chatbots
- Personal assistants
- Multimodal assistants
Search, Research & Knowledge
- AI search engines
- Deep research
- Enterprise search
- Knowledge management
- RAG systems
- Semantic search
- Knowledge graphs
- Research assistants
Agents & Automation
- AI agents
- Agent builders
- Multi-agent systems
- Agent orchestration
- Agent integration / MCP
- Browser agents
- Computer-use agents
- Workflow automation
- RPA
- Business-process agents
Developer & Engineering
- Coding assistants
- Code generation
- Code review
- AI app builders
- Low / no-code AI builders
- AI SDKs
- Software testing
- QA automation
- DevOps assistants
- AI SRE
- AppSec assistants
- Documentation generation
Models & Foundation AI
- LLMs
- SLMs
- Vision models
- Speech models
- Multimodal models
- Embedding models
- Specialist / domain models
- Open-source models
AI Infrastructure
- Model hosting / inference
- AI gateways
- Model routing
- GPU / compute platforms
- Generative-AI infrastructure
- Fine-tuning platforms
- Model training
- Vector databases
- Retrieval infrastructure
LLMOps / MLOps
- LLMOps
- MLOps
- AI observability
- Agent observability
- Evaluation platforms
- Prompt management
- Model monitoring
- Cost / token optimisation
- Experiment management
Data & Machine Learning
- Data science platforms
- AutoML
- Data preparation
- Data labelling
- Active learning
- Synthetic data
- Feature stores
- Data modelling
- Predictive ML
- Deep-learning platforms
AI Governance & Assurance
- AI governance
- Model governance
- AI risk management
- Regulatory compliance
- AI audit
- AI inventory
- Model cards / documentation
- Policy management
- Responsible-AI platforms
AI Safety & Security
- Cybersecurity
- AI security
- AI security posture management
- LLM security
- Prompt-injection protection
- Guardrails
- Red teaming
- AI penetration testing
- Content moderation
- Hallucination detection
- Model / data poisoning detection
Privacy, Identity & Trust
- Privacy-enhancing AI
- DLP
- PII detection / redaction
- Identity verification
- Biometrics
- Fraud detection
- Deepfake detection
- AI-content detection
- Provenance / watermarking
Documents & Office Productivity
- Document AI
- OCR
- Data extraction
- Summarisation
- Writing / editing
- Email assistants
- Office copilots
- Spreadsheet AI
- Presentation generation
- PDF / document processing
- Forms processing
Meetings & Collaboration
- Transcription
- Meeting assistants
- Note-taking
- Meeting intelligence
- Collaboration copilots
- Scheduling assistants
- Workplace communications
Language & Translation
- Translation
- Localisation
- Grammar / editing
- Writing assistants
- Speech translation
- Language learning
- Terminology management
Image & Design
- Image generation
- Image editing
- Graphic design
- Product imagery
- Photo enhancement
- AI illustration
- UI / UX design
- 3D generation
Video, Avatars & Synthetic Media
- AI video generation
- Video editing
- AI avatars
- Lip-sync / dubbing
- Storyboarding
- Animation
- Virtual presenters
- Synthetic-media platforms
Voice, Audio & Music
- Speech recognition
- Text-to-speech
- Voice cloning
- Voice generation
- Audio enhancement
- Podcast production
- Music generation
- Sound generation
Marketing & Advertising
- Marketing copilots
- Marketing agents
- Content marketing
- Advertising optimisation
- Campaign generation
- SEO
- AEO / GEO / search visibility
- Email marketing
- Brand intelligence
- Market research
Social Media
- Social content creation
- Social scheduling
- Social listening
- Trend intelligence
- Influencer tools
- Community management
- Social-media agents
Sales & Revenue
- Sales copilots
- AI SDRs
- Lead generation
- Prospecting
- CRM intelligence
- Revenue intelligence
- Sales forecasting
- Sales coaching / roleplay
- Proposal generation
- Tender / RFP response
Customer Service & CX
- Customer-support agents
- Customer-service chatbots
- Voicebots
- Contact-centre AI
- Agent assist
- Ticket automation
- Sentiment analysis
- Voice of customer
- Customer success
HR & Workforce
- Recruitment
- Candidate screening
- Talent intelligence
- HR agents
- Workforce planning
- Employee copilots
- Learning & development
- Performance management
- Skills intelligence
Finance & Accounting
- Accounting automation
- Bookkeeping
- Financial analysis
- FP&A
- Tax
- Audit
- Expense processing
- Invoice / AP / AR automation
- Credit / risk
Legal & Compliance
- Legal assistants
- Legal research
- Contract analysis
- Contract generation
- eDiscovery
- Regulatory monitoring
- Compliance automation
- Case management
Procurement & Supply Chain
- Procurement copilots
- Supplier intelligence
- Tender analysis
- Spend analysis
- Supply-chain optimisation
- Inventory forecasting
- Logistics optimisation
Analytics & Decision Intelligence
- AI analytics
- BI copilots
- Predictive analytics
- Forecasting
- Decision intelligence
- Optimisation
- Anomaly detection
- Scenario modelling
- Simulation
Personalisation & Recommendations
- Recommendation engines
- Personalisation platforms
- Next-best action
- Dynamic pricing
- Merchandising
- Customer segmentation
Accessibility & Assistive AI
- Accessibility tools
- Captioning
- Screen / vision assistance
- Speech assistance
- Cognitive accessibility
- Assistive communication
Computer Vision
- Image recognition
- Video analytics
- Object detection
- Visual inspection
- Facial recognition
- Remote sensing
- Medical imaging
- Spatial intelligence
Robotics & Autonomous Systems
- Industrial robotics
- Service robotics
- Autonomous vehicles
- Drones
- Warehouse robotics
- Physical AI
- Autonomous control systems
Edge AI & Smart Devices
- Edge inference
- Embedded AI
- IoT AI
- Wearable AI
- Smart-device AI
- On-device assistants
Digital Twins & Simulation
- Digital twins
- Infrastructure modelling
- Industrial simulation
- Synthetic environments
- AI simulation

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 14 of 14 matching products. Payment is not a sort field.

Algolia AI Recommendations
Algolia · Recommendation engines
- Unclaimed
- Directory-only
- Not assessed
Algolia AI Recommendations is a machine-learning recommendation engine for ecommerce storefronts and content sites.
No published reviews
AP
Amazon Personalize
Amazon Web Services · Recommendation engines
- Unclaimed
- Directory-only
- Not assessed
USAmazon Personalize is an AWS machine learning service for building recommendation systems.
No published reviews
Bloomreach Discovery Product Recommendations
Bloomreach · Recommendation engines
- Unclaimed
- Directory-only
- Not assessed
USBloomreach Discovery product recommendations help ecommerce teams show personalised product suggestions using search history, browse and customer data, product…
No published reviews
CL
Clerk.io
Clerk.io · Recommendation engines
- Unclaimed
- Directory-only
- Not assessed
DKClerk.
No published reviews
Constructor AI Commerce Search and Discovery
Constructor · Merchandising
- Unclaimed
- Directory-only
- Not assessed
USThe only site search and product discovery built for ecommerce KPIs.
No published reviews
Constructor Recommendations
Constructor · Recommendation engines
- Unclaimed
- Directory-only
- Not assessed
USThe only site search and product discovery built for ecommerce KPIs.
No published reviews
Coveo ML Product Recommendations
Coveo · Recommendation engines
- Unclaimed
- Directory-only
- Not assessed
CAGenerative search & relevant recommendations.
No published reviews
Dynamic Yield Experience OS
Dynamic Yield · Personalisation platforms
- Unclaimed
- Directory-only
- Not assessed
ILDynamic Yield Experience OS is Dynamic Yield's software product, from Dynamic Yield Ltd.
No published reviews
Klevu Smart Recommendations
Klevu · Recommendation engines
- Unclaimed
- Directory-only
- Not assessed
FIKlevu has united with Searchspring and Intelligent Reach under Athos Commerce to transform ecommerce search, merchandising, and personalization.
No published reviews
MO
Monetate
Monetate · Personalisation platforms
- Unclaimed
- Directory-only
- Not assessed
Monetate is the #1 experience optimization platform designed to help enterprise brands and digital businesses scale KPIs and wow customers.
No published reviews
Nosto Product Recommendations
Nosto · Recommendation engines
- Unclaimed
- Directory-only
- Not assessed
FIBoost sales and loyalty with Nosto’s AI-powered ecommerce personalization, merchandising, and search tools.
No published reviews
NVIDIA Merlin
NVIDIA · Recommendation engines
- Unclaimed
- Directory-only
- Not assessed
USNVIDIA sells GPUs, CUDA software and AI enterprise stacks used for training and inference.
No published reviews
Recombee Recommendation API
Recombee · Recommendation engines
- Unclaimed
- Directory-only
- Not assessed
CZRecommender as a Service with an intuitive RESTful API & SDKs tailored by data scientists.
No published reviews
VA
Vertex AI Search for commerce
Google · Recommendation engines
- 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