AI tool intelligence

Find the right AI products for the work.

Our live catalog contains 2,444 researched AI products. Each record keeps current product positioning, fit, limitations, pricing signals, and official destinations together for a clearer decision.

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2,444AI products in the catalog
DatedAvailability and evidence checks
IndependentFit, limitations, and alternatives

Public AI tool catalog

Search this public selection by the work you need to improve.

Search the complete catalog by product, capability, workflow, category, or tag. Every result opens a profile built from the same live record.

CO
Catalog evaluation

AI infrastructure

Cohere

Cohere provides enterprise AI products including generative models, retrieval models, speech-to-text, and the North AI workplace. Organizations can deploy models in a virtual private cloud, on premises, or through Cohere's managed Model Vault, with options for customization using proprietary data.

LLM APIPrivate deploymentAI agentsSemantic searchSpeech-to-text
Review
DA
Catalog evaluation

Image generation

DoImage.ai

DoImage.ai lets users train a personal image model from their photos, then generate portraits and other custom visuals in different styles and settings. It also provides GPT-powered prompt help, a semantic-searchable image library, social sharing, and high-resolution downloads.

Personal AI modelsHeadshotsStyle promptsImage libraryHigh-resolution downloads
Review
GE
Catalog evaluation

Research assistants

genei

genei is an AI-powered research and note-taking tool for analyzing PDFs and webpages. It summarizes reading, extracts keywords, supports semantic search and question answering, and provides projects, annotations, notes, citations, references, and exports for research and writing workflows.

Document summarizationPDF analysisSemantic searchCitation managementResearch notes
Review
IN
Catalog evaluation

Chatbot builders

IngestAI

IngestAI is a no-code platform for building AI applications, contextual chatbots, and semantic search from uploaded knowledge bases. Users can work with prompt templates and vector storage, then deploy web chat or connect their apps to messaging platforms and APIs.

Knowledge base chatbotsVector searchPrompt engineeringMessaging integrationsAPI
Review
ME
Catalog evaluation

Knowledge management

Mem

Mem is an AI workspace that captures notes, meetings, ideas, and links, then keeps related context connected. Its Workspace and Agent help users search by meaning, create drafts from saved information, and receive follow-up prompts based on decisions and deadlines.

AI notesMeeting transcriptionSemantic searchKnowledge baseWeb Clipper
Review
SE
Catalog evaluation

AI consulting

Semafind

Semafind is an independent research and development consultancy that helps organizations apply AI, machine learning, and data science to business problems. Its work spans ideation, functional prototyping, and integration, with specialist offerings in semantic search, vector search, RAG, and knowledge management.

Natural language processingSemantic searchVector searchRAGCustom development
Review
TA
Catalog evaluation

Digital asset management

Tagbox

Tagbox is a digital asset management platform for teams that organize photos and videos. It uses semantic search, facial recognition, video analysis, and custom AI tagging to make media libraries searchable, with specialized workflows for events, retail brands, and creative agencies.

Semantic searchFacial recognitionMedia librariesVideo analysisEvent photo sharing
Review
TA
Catalog evaluation

Research assistants

Tapesearch

Tapesearch is a podcast-transcript search platform for locating discussions, mentions, and audio timestamps across podcasts. It supports full-text, semantic, and hybrid search, episode chat, keyword alerts, trend analysis, transcript downloads, and API access for research and monitoring workflows.

Podcast transcriptsSemantic searchBrand monitoringAI chatAPI
Review
WE
Catalog evaluation

Knowledge management

WebCopilot

WebCopilot is a Chrome extension for uploading documents, PDFs, text, links, and Notion content into searchable knowledge bases. It indexes content semantically, then lets users ask questions from any webpage and trace answers back to the source document and page.

Chrome extensionDocument chatSemantic searchKnowledge basesREST API
Review
WO
Catalog evaluation

SEO tools

Wordmetrics

Wordmetrics is a cloud-based SEO writing and content-optimization platform. It analyzes pages competing for a target search phrase, surfaces related semantic terms, and guides writers with real-time relevance and readability feedback while they create or update content.

Semantic SEOContent optimizationReadability analysisKeyword researchCompetitive analysis
Review

How the index works

A catalog built for decisions, not rankings.

Commercial relationships can fund the research. They never change product status, fit, limitations, evidence, or the alternatives we show.

Verify what exists

We check availability, product direction, pricing signals, and when the supporting evidence was last reviewed.

Evaluate operational fit

We assess the work it supports, integration requirements, ownership, risk, and where human judgment remains necessary.

Keep the comparison honest

Commercial relationships are disclosed, while credible limitations and alternatives stay visible.

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