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.

Search products, capabilities, and workflowsBrowse the index ↓
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.

AV
Catalog evaluation

Audio tools

A.V. Mapping

A.V. Mapping analyzes uploaded videos, photos, or YouTube links to recommend matching music and sound effects. The platform supports music discovery, licensing, project workflows, and musician distribution, with plans for creators and an API for integrating its audio-visual matching capabilities.

Music matchingVideo analysisMusic licensingSound effectsAPI
Review
AI
Catalog evaluation

AI tool directories

AItoGrow

AItoGrow is a directory of AI tools for startup teams. It groups external products into categories including marketing, outreach, copywriting, SEO, productivity, image generation, video, and recruiting, with listed pricing labels and outbound links to each tool.

AI tool discoveryStartup growthMarketing toolsProductivity toolsContent tools
Review
BA
Catalog evaluation

Educational resources

BookFindy.AI

BookFindy.AI is the current site at the former Find Your Next Book domain. It publishes articles about AI-powered digital libraries, book-search technologies, personalized recommendations, and smart reading tools, with reviews, news, and practical guidance for readers.

AI librariesBook searchReading recommendations
Review
CR
Catalog evaluation

Research tools

Cradle

Cradle is an AI-assisted protein engineering platform for biopharma and industrial biotechnology teams. It uses experimental data to generate protein candidates, optimize multiple properties, and support iterative lab-design workflows while keeping customer sequence data and trained models isolated.

Protein engineeringGenerative biologyExperimental dataDrug discoveryIndustrial biotechnology
Review
DA
Catalog evaluation

AI tool directories

DoMore.ai

DoMore.ai is a portal for finding AI tools through category, audience, task, and pricing filters. Visitors can browse tool profiles and links, while registered users can save filters, star favorites, vote on tools, and use chat to find tools or get AI advice.

AI ToolsTool DiscoveryPersonalized FiltersAI Chat
Review
DA
Catalog evaluation

E-commerce

Dropy.AI

Dropy.AI is a dropshipping platform for discovering products, importing them to Shopify, and using AI tools for e-commerce work. Subscribers can access curated products, supplier sourcing through Zendrop and AliExpress, Shopify themes, and an AI assistant for tasks such as product descriptions and customer replies.

Product discoveryShopifyProduct sourcingAI assistantsShopify themes
Review
FA
Catalog evaluation

AI agents

Fetch.ai

Fetch.ai provides a personal AI experience for planning and everyday tasks, alongside tools for building, connecting, and discovering agents. Its platform includes Agentverse for agent discovery and hosting, plus developer resources for creating compatible multi-agent systems.

Personal AIAgent marketplaceMulti-agent systemsAgent developmentBrand agents
Review
GO
Catalog evaluation

Development agencies

Goodspeed

Goodspeed is an AI development agency that plans, designs, builds, and deploys custom AI products, web apps, SaaS tools, internal automations, and marketing sites. Its team uses a discovery sprint to scope work, then provides development, deployment, and post-launch support.

AI productsSaaS developmentNo-code developmentDiscovery sprintsPost-launch support
Review
GS
Catalog evaluation

AI assistants

Gpt4o.so

Gpt4o.so is a web platform offering GPT-4o and GPT-4o mini queries alongside a directory of GPTs and AI tools. It provides a limited Free plan and paid tiers with larger query allowances, faster response speeds, and access on additional devices.

GPT-4oAI chatMultimodal AIGPT directory
Review
JA
Catalog evaluation

Machine learning

JADBio

JADBio is an automated machine learning platform for analyzing multi-omics and biomedical data. It helps life-science professionals build and interpret classification, regression, and survival-analysis models, with feature selection and sharing tools designed for users without data science expertise.

AutoMLBiomarker discoveryMulti-omicsPredictive modelingSurvival analysis
Review
JL
Catalog evaluation

Education

Just Learn

Just Learn is a hand-reviewed directory of AI tutors and learning tools. Learners can browse tools by subject, level, and learner type, while tool owners can submit listings for editorial review, category placement, and optional featured visibility.

AI tutorsLearning toolsTool discoveryEducation
Review
MA
Catalog evaluation

Travel planning

MapsGPT

MapsGPT turns requests for places, pasted text, historical topics, or a desired vibe into a custom digital map. It also includes a day-trip planning form and sends an editable copy of the resulting map by email.

Custom mapsLocal discoveryTrip planningText to map
Review
ME
Catalog evaluation

Email marketing

Mentioned

Mentioned scans published blog content for people and companies, finds their contact details, and runs pre-composed email campaigns to notify them. It is positioned for relationship-building, brand awareness, and backlink outreach, but the site currently accepts customers through a waitlist.

Email outreachLink buildingContact discoveryBlogging
Review
NE
Catalog evaluation

Writing assistants

NeuralText

NeuralText combines AI writing with SEO research tools for planning, creating, and optimizing content. It provides SERP analysis, content briefs, keyword discovery and clustering, plus Google Search Console insights to help users build search-focused articles.

SEO contentContent briefsSERP analysisKeyword clusteringGoogle Search Console
Review
OR
Catalog evaluation

Developer tools

ora

ora is an agent-readiness scanner and product-ranking service. It runs a four-layer audit that scores whether AI agents can discover, understand, use, and pay for a product, and offers an MCP server plus read-only REST API for product discovery and scoring.

AI agentsWebsite auditsMCPREST APIProduct discovery
Review
PL
Catalog evaluation

Music tools

PlaylistAI

PlaylistAI generates music playlists from descriptions and other inputs. Its web dashboard connects with Spotify, while its iOS app also supports Apple Music, Amazon Music, and Deezer. Features include festival-poster playlists, listening-history mixes, genre blends, artist discovery, and TikTok song identification.

SpotifyApple MusicMusic discoveryFestival playlistsTikTok
Review
PA
Catalog evaluation

3D design

Promethean AI

Promethean AI is a desktop tool for creative teams that builds an AI-assisted metadata library around their existing assets and inspiration. It supports asset discovery, world building, and customizable enterprise workflows without requiring teams to upload assets or replace their 3D editor.

World building3D assetsUnreal EngineCreative teamsAsset libraries
Review
SA
Catalog evaluation

AI tool directories

SaaS AI Tools

SaaS AI Tools is a directory for discovering generative AI and SaaS products across categories such as writing, design, development, chatbots, and research. It also publishes product reviews, founder interviews, and tool roundups for people evaluating software options.

AI tool discoverySaaS toolsProduct reviewsFounder resources
Review
SO
Catalog evaluation

Other

Songtell

Songtell is a song-analysis website that generates critical readings of songs, including themes, highlighted lyrics, and emotional arcs. Visitors can search its catalog without an account, take interpretation quizzes, and contribute insights that can be incorporated into each song's analysis.

Song analysisLyrics interpretationMusic discoveryQuizzesCommunity insights
Review
SA
Catalog evaluation

AI directories

Stork.AI

Stork.AI is a directory for discovering and comparing AI tools, agents, and Model Context Protocol servers. It combines curated listings with tool comparisons, AI news and tutorials, a daily newsletter, tool submissions, and resources for developers and teams evaluating AI products.

AI tool discoveryMCP serversTool comparisonAI newsTool submissions
Review
SY
Catalog evaluation

Video generators

Syllaby

Syllaby is a video-content platform for creating faceless videos and AI avatar videos. It supports idea discovery, script generation, voice cloning, editing, and scheduling, so creators can turn topics or prompts into social-media-ready video content.

Faceless videosAI avatarsVideo scriptsVoice cloningContent scheduling
Review
SY
Catalog evaluation

Ecommerce tools

Syte

Syte is a product discovery platform for ecommerce retailers, particularly apparel brands. It uses visual AI for visual and text search, personalized recommendations, and automated product tagging to help shoppers discover relevant products across online retail experiences.

Visual searchEcommerce searchProduct recommendationsProduct taggingPersonalization
Review
TA
Catalog evaluation

AI tool directories

Textify Analytics

Textify Analytics is an AI tool directory and resource hub for finding software across categories such as video, image and art, code, copywriting, audio and voice, SEO and data, design, and productivity. It also publishes editorial guides and operates TravelTalk24.

AI toolsTool discoveryVideoCodeDesign
Review
TA
Catalog evaluation

AI tool directories

Theee.ai

Theee.ai is an AI tool discovery platform that lists more than 50,000 AI tools and GPTs in one place. Visitors can search its catalog, open individual tool pages, and try supported tools without creating accounts across multiple provider sites.

AI tool discoveryGPTsAI chatEmbedded tools
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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