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.

CC
Catalog evaluation

Developer tools

Claude Code

Claude Code is Anthropic's coding agent for reading codebases, editing files, running commands, debugging, refactoring, and automating development workflows from a terminal or supported IDE. Team and enterprise controls add centralized settings, permissions, and usage visibility.

Agentic codingCLIIDECode reviewMCP
Review
LO
Catalog evaluation

App builders

Lovable

Lovable turns natural-language instructions into editable full-stack web applications with frontend, backend, database, authentication, integrations, and deployment. It supports rapid prototyping as well as ongoing product development with real code and managed cloud services.

Vibe codingFull-stack appsNatural languageCloud hostingCode export
Review
AD
Catalog evaluation

AI consulting

Adaptiv

Adaptiv is an independent AI product studio that designs experiences, engineers applications, and develops open-source and small language models. It works with teams launching context-aware products in education, culture, and finance, including AI video systems and lifecycle operations.

AI product developmentSmall language modelsAI videoEdTechFinTech
Review
AA
Catalog evaluation

Learning platforms

Ahura AI

Ahura AI provides Credential Studio for converting videos into structured learning, assessments, and portable credentials. It also offers Ahura Workforce in early access for organizations that need adaptive learning pathways and visibility into employee skill development.

Digital credentialsVideo learningSkills assessmentOpen BadgesWorkforce development
Review
AI
Catalog evaluation

Marketing

AIContentfy

AIContentfy now operates as a full-service digital marketing agency. It diagnoses revenue-growth problems and delivers SEO, media buying, AI automation, PR, content, design, and development services. Its free Delta tool analyzes a business's funnel, traffic, positioning, and monetization to identify revenue leaks.

SEOContent writingMedia buyingAI automationDigital marketing
Review
AI
Catalog evaluation

Data labeling

AIMMO

AIMMO provides enterprise services and software for collecting, curating, labeling, synthesizing, and evaluating AI training data. Its AIMMO Enterprise platform supports collaborative management of unstructured image, LiDAR, video, and text data, while AIMMO Core provides tailored data and Vision AI solutions.

Data CurationSynthetic DataAutonomous DrivingLiDAR AnnotationMLOps
Review
AI
Catalog evaluation

Writing assistants

AIScreenwriter

AIScreenwriter helps writers brainstorm, structure, and write screenplays, story outlines, scripts, and character sheets. It generates content in real time, lets users edit generated work, and supports writing in several languages including Spanish, French, German, Portuguese, Hindi, Chinese, and Russian.

ScreenplaysStory outliningCharacter developmentReal-time generationMultilingual writing
Review
AA
Catalog evaluation

Image generators

Appicons.ai

Appicons.ai generates app icons for iOS, Android, and desktop applications from a description of the app and desired style. Users can enhance prompts with GPT, customize generated options in Photopea, and export finished icon designs as PNG files.

App iconsiOSAndroidPrompt enhancementPhotopea
Review
AR
Catalog evaluation

Architecture and design

Architechtures

Architechtures is a cloud platform for generative AI-assisted residential building design. Architects and real estate developers enter project criteria, iterate designs in real time, assess feasibility data, and download standardized reports, CAD drawings, and BIM models for further development.

Generative designResidential designBIMFeasibility studiesIFC exports
Review
AS
Catalog evaluation

Coding assistants

AskCodi

AskCodi provides a desktop AI engineering workflow, multi-model chat, code generation and refactoring tools, plus an OpenAI-compatible API. Its Codi orchestration system can discover projects, assign specialist tasks, run parallel local Git worktrees, and route tasks to supported models.

Code generationCode refactoringMulti-model chatOpenAI-compatible APIGit worktrees
Review
B1
Catalog evaluation

Website builders

B12

B12 is an AI website builder for creating custom websites, stores, and web apps from a description. It provides conversational and visual editing, with paid plans adding custom domains, backends, commerce, integrations, analytics, and client-engagement tools for managing contacts and payments.

AI website builderNo-code developmentWeb appsEcommerceClient management
Review
BI
Catalog evaluation

Career development

Bange.io

Bange.io is a career workspace for job seekers that combines resume building, ATS score checking, application-document writing, job search, outreach tools, and mock interviews. It offers a free plan with daily usage caps and a Pro plan for expanded access to its AI-powered career tools.

Resume optimizationATS scoringCover lettersMock interviewsJob search
Review
BL
Catalog evaluation

AI Infrastructure

Blaize

Blaize provides an edge-AI platform combining programmable processors, AI edge hardware, and deployment software. Its products support inference workloads across edge devices, data centers, and cloud environments, with AI services, an SDK, and a code-free AI Studio.

Edge AIAI inferenceAI hardwareLow-code developmentComputer vision
Review
BA
Catalog evaluation

No-code development

Brancher.ai

Brancher.ai is a no-code platform for connecting generative AI models into custom apps. Users can begin with ready-made templates or build their own app workflows without programming, then use the platform's model connections to create and test AI-powered experiences.

AI AppsNo-codeModel IntegrationApp Templates
Review
BA
Catalog evaluation

Educational apps

Buddy.ai

Buddy.ai is a voice-based learning app for children that combines interactive games and lessons with speech recognition. Its curriculum covers early learning skills, including language, literacy, math, listening comprehension, creativity, and social development, with personalized learning plans for each child.

Voice LearningEarly LearningEducational GamesSpeech RecognitionEnglish Learning
Review
CA
Catalog evaluation

Enterprise AI platforms

C3 AI

C3 AI provides enterprise software for developing, deploying, and operating AI at scale. Its product portfolio includes an agentic AI platform, application development tools, generative AI grounded in proprietary data, and production-ready applications for operational use cases across major industries.

Data IntegrationAgentic AIGenerative AIPredictive MaintenanceProduction Optimization
Review
CA
Catalog evaluation

Career development

Careered.ai

Careered.ai provides free AI tools for job applications, including a cover letter generator and an interview thank-you letter generator. It also publishes cover letter examples and articles that help job seekers tailor their written applications.

Cover lettersJob applicationsInterview follow-upCareer advice
Review
CH
Catalog evaluation

Web3 tools

ChainGPT

ChainGPT provides a Web3-focused AI Hub with a crypto chatbot, smart contract generation and auditing, NFT creation, trading assistance, news tools, and developer APIs. It is designed for crypto users, developers, and businesses that need blockchain-specific AI capabilities.

Web3Crypto researchSmart contractsSmart contract auditingNFT generation
Review
CA
Catalog evaluation

Conversational AI

Charisma.ai

Charisma.ai is a platform for building immersive conversational experiences for online training, brand campaigns, games, and other interactive products. It combines conversational scenarios, character-driven stories, speech features, analytics, and SDKs for web, mobile, game engines, VR, and other clients.

Conversation simulationsUnityUnreal EngineSpeech recognitionText to speech
Review
CO
Catalog evaluation

App builders

CodePal

CodePal is an AI app builder that turns a natural-language product brief into a full-stack web application. It plans, generates, previews, and deploys frontend, backend, and database work in one workspace, with visual and code editing, GitHub sync, exports, and custom-domain publishing.

Full-stack developmentNatural languageGitHubCustom domainsCode export
Review
CO
Catalog evaluation

Developer tools

CodeRabbit

CodeRabbit is an AI code-review platform for pull requests, IDEs, and the command line. It analyzes code changes with repository context, provides summaries and review comments, supports configurable review instructions, and offers pre-merge checks, autofixes, test generation, and integrations with development workflows.

Pull request reviewsIDECLIGitHubGitLab
Review
CO
Catalog evaluation

Developer tools

Coderbuds

Coderbuds measures engineering performance from connected development tools and uses AI agents to act on detected bottlenecks. It tracks DORA, SPACE, pull-request, and team-health metrics, then can automate actions such as review follow-ups, PR-size guidance, and deployment-failure analysis.

Engineering metricsDORA metricsSPACE FrameworkGitHubSlack
Review
CO
Catalog evaluation

Developer tools

CodeSquire

CodeSquire is an AI code-writing assistant for data scientists, engineers, and analysts. It provides code completions and suggestions, turns comments into code, generates SQL queries, explains existing functions, and helps users build more complex logic in supported notebook and development environments.

Code completionSQL generationGoogle ColabJupyterLabBigQuery
Review
CO
Catalog evaluation

App builders

Codev

Codev is an AI app builder that turns a natural-language idea into a full-stack Next.js web application. Users can select from supported AI models, customize generated code, connect a custom domain, download source code, and use GitHub integration on eligible plans.

Text to appNext.jsSupabaseCustom domainsGitHub
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.

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