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.

AP
Catalog evaluation

Product management

Artificial Product Manager

Artificial Product Manager is a focused web tool for turning a plain-English feature description into a user story. It presents a single input workflow for product requirements, making it a lightweight option for drafting user-story language during feature planning.

User storiesRequirements writingAgile
Review
FR
Catalog evaluation

Developer tools

FriendliAI

FriendliAI provides API and infrastructure options for running open-weight and custom models in production. Developers can use pay-as-you-go Model APIs, deploy dedicated GPU endpoints for predictable capacity, or run its containerized offering in their own environment for greater deployment control.

Model inferenceOpen-weight modelsDedicated GPUsOpenAI compatibilityModel serving
Review
JS
Catalog evaluation

Resume builders

Jobs-Scout

Jobs-Scout helps job seekers build ATS-friendly resumes, compare them with job descriptions, and generate role-specific application materials. Its Jobs-Scout: Insights product gives recruiters tools to write job descriptions, analyze resumes, rank candidates, and connect workflows through Zapier.

Resume optimizationATS resumesJob description analysisCover lettersCandidate ranking
Review
ME
Catalog evaluation

Video generators

Metaphysic

Metaphysic is an AI-powered digital production and visual effects studio for film, television, advertising, music, and live entertainment. Its Neural Performance Toolset supports photorealistic performance transfer, neural animation, visual effects, and voice likeness translation for client productions.

Visual EffectsGenerative VideoPerformance CaptureVoice TranslationEntertainment
Review
SA
Catalog evaluation

Cloud computing

Salad

Salad provides a distributed cloud platform for deploying production AI and machine learning workloads on consumer and data-center GPUs. Customers can run containerized inference, transcription, computer vision, rendering, and batch processing workloads without managing individual virtual machines.

Distributed GPU cloudAI inferenceContainer deploymentTranscription APIComputer vision
Review
SA
Catalog evaluation

Voice generators

SoundHound AI

SoundHound AI provides a conversational AI platform for businesses building voice-enabled products, customer-service agents, and commerce experiences. Its products span enterprise AI agents, IT service automation, automotive assistants, restaurant ordering, and custom voice AI implementations for connected devices and applications.

Conversational AIVoice AISpeech recognitionNatural language understandingVoice commerce
Review
SA
Catalog evaluation

Startup tools

Stratup.ai

Stratup.ai helps entrepreneurs generate startup ideas, explore solutions, and create reports with market research, branding, product requirements, and strategic analysis. It also offers a searchable idea database and a Startup Hub for posting ideas to find potential co-founders and team members.

Startup ideasBusiness planningMarket researchSWOT analysisCo-founder matching
Review
TE
Catalog evaluation

Developer tools

Tempo

Tempo is a code-first collaborative workspace for product teams. It lets teams edit real React code visually, create code-aware product requirements, track work on kanban boards, and run coding agents in parallel worktrees while keeping product, design, and code context connected.

React developmentVisual editingProduct requirementsKanban boardsCoding agents
Review
US
Catalog evaluation

Product management

Userdoc

Userdoc helps software teams define, manage, and document requirements for new projects, existing platforms, and legacy systems. Its AI supports structured requirements work and code-to-documentation workflows, helping teams create a shared source of truth for product and engineering decisions.

User storiesRequirements documentationCode documentationUser personasJira
Review
WI
Catalog evaluation

Creative marketplaces

Wirestock

Wirestock connects creative professionals with paid projects that produce human-created multimodal data for AI training. Creators can be matched to photography, video, illustration, and design work, while AI teams can explore curated datasets or commission content aligned to specific training requirements.

Freelance ProjectsAI Training DataPhotographyVideo ProductionIllustration
Review
WM
Catalog evaluation

Product management

Write My PRD

Write My PRD helps product teams turn basic feature information into an initial product requirements document. Users supply a product and feature description, requirements, and user feedback, then generate a PRD draft they can copy to Slack or download for further work.

Product requirements documentsProduct planningFeature specificationChatGPTSlack
Review
CL
Discontinued record

Product management

Clariteia

Clariteia is a product-planning platform that turns a business idea into software planning artifacts. Its website describes automated creation of user personas, user stories, pains, roadmaps, epics, features, and functional or non-functional requirements for a proposed product.

RoadmapsUser personasUser storiesRequirementsSoftware architecture
Review
CO
Discontinued record

Code assistants

CodeComplete

CodeComplete is an enterprise AI coding assistant delivered through a Visual Studio Code extension. It suggests code completions as developers type and provides a code-aware chat experience. The product is positioned for organizations that need code assistance informed by their own codebase and security requirements.

Visual Studio CodeCode completionCode chatEnterpriseSelf-hosted
Review
UM
Discontinued record

Product management software

Umbrellabird

Umbrellabird was presented as a tool for turning recorded user interviews and notes into product-document drafts. Its official LinkedIn profile describes transcript analysis, summaries, action items, jobs-to-be-done, and document generation, but the official domain was unavailable during verification.

User interviewsInterview analysisProduct requirements documentsMeeting recordings
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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