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.

AA
Catalog evaluation

Advertising

AdCreative.ai

AdCreative.ai is an Appier Group advertising platform for creating static ads, product imagery, video ads, and ad copy. Teams can set up brands, generate creative variations for campaigns, connect ad accounts, and use creative and competitor insights to guide testing.

Ad creativesProduct photographyVideo adsAd copyCreative analytics
Review
AS
Catalog evaluation

Developer tools

Akinciborg Security

sourceai.dev now redirects to Akinciborg Security, a penetration-testing service based in Metz, France. The current business assesses web applications, APIs, frontend and backend systems, and source code, then provides technical reports and remediation guidance for identified vulnerabilities.

Penetration testingAPI securitySecurity auditsCode reviewOWASP Top 10
Review
AN
Catalog evaluation

APIs

AnyAPI

AnyAPI is a beta service for developers adding GPT-3 features to products. It supports A/B testing prompts and creating a live API endpoint, with an email workflow that turns messages into tasks and suggests replies.

GPT-3Prompt testingAPI endpointsEmail automation
Review
AI
Catalog evaluation

Design tools

Attention Insight

Attention Insight predicts where people look on designs, websites, ads, products, and video before launch. It generates attention heatmaps and metrics to help teams test concepts, compare visual variations, improve hierarchy, and support design decisions with shareable analysis.

Attention heatmapsPredictive eye trackingFigmaDesign comparisonVideo testing
Review
BO
Catalog evaluation

Developer tools

Bottest

Bottest is an open-source, self-hosted platform for testing AI chatbots. Teams record conversations, set response baselines, run test suites, and use evaluations and analytics to check chatbot functionality, performance, consistency, and security.

Chatbot testingQA automationSelf-hostedRegression testingPerformance testing
Review
CH
Catalog evaluation

Video tools

ChapterMe

ChapterMe uses ChapterGPT to generate timecoded chapters for video and audio content. Customers can add chapters to existing platforms, embed a branded player on their website, and use analytics or A/B testing to understand how audiences engage with their content.

Video chaptersYouTubePodcastingWhite-label embedsVideo analytics
Review
CO
Catalog evaluation

Developer tools

CoTester

CoTester is TestGrid's AI software testing agent for generating, refining, debugging, and running test cases. Teams can turn stories or specifications into test logic, execute tests on real browsers and devices, and retain control through approval checkpoints, editable steps, and downloadable test code.

AI test generationSelf-healing testsCross-browser testingMobile testingJira integration
Review
DA
Catalog evaluation

Market research

Datapoint

Datapoint is a consumer research platform for launching studies in plain English and collecting verified human preferences. It supports comparisons, ratings, rankings, and multiple-choice questions across media, then returns AI-synthesized reports. It also provides an API and SDKs for programmatic preference collection.

Consumer researchA/B testingHuman feedbackPreference dataAPI
Review
DE
Catalog evaluation

AI development platforms

deepset

deepset provides the Haystack Enterprise Platform and the open-source Haystack framework for building AI agents and retrieval-augmented generation applications. It supports configurable models, data pipelines, deployment choices, testing, monitoring, and governance for production environments.

HaystackAgent orchestrationRAGSelf-hosted deploymentAI governance
Review
DI
Catalog evaluation

Crypto trading

DipSway

DipSway is a crypto trading software platform that connects to supported exchanges and automates spot trading. Its Autopilot selects cryptocurrencies to trade based on market conditions, while users can review historical performance, run simulations, and start with a 30-day trial.

Automated tradingCrypto exchangesPaper tradingMarket signalsBacktesting
Review
EA
Catalog evaluation

Developer tools

Evidently AI

Evidently AI is an open-source framework for evaluating, testing, and monitoring LLM applications, RAG systems, AI agents, and predictive machine-learning models. Teams can use built-in or custom metrics, generate test cases, run evaluations locally or in the cloud, and track quality over time.

LLM evaluationML monitoringData driftRAG evaluationOpen source
Review
EY
Catalog evaluation

UX research

EyeQuant

EyeQuant analyzes visual designs, landing pages, ads, emails, packaging, and motion content to predict where viewers will focus. It delivers attention maps, design scores, summaries, and recommendations so design, marketing, and research teams can improve creative work before launch.

Visual attentionPredictive eye trackingHeatmapsFigmaA/B testing
Review
FR
Catalog evaluation

Website builders

Framer

Framer is a collaborative website builder for designing, publishing, and hosting professional websites. It combines a visual canvas with CMS, localization, SEO, analytics, collaboration, and AI agents that can help design, write, analyze, and organize sites.

CMSHostingSEOLocalizationA/B testing
Review
FA
Catalog evaluation

Advertising tools

FusionAds.ai

FusionAds.ai is a generative advertising platform for creating campaign content, ad images, copy, and channel-specific formats. It supports paid ads and organic content for social, search, email, and SMS, then automatically tests creative variations to help businesses and agencies refine campaign performance.

Ad creative generationCampaign creationA/B testingSocial media adsMarketing integrations
Review
GA
Catalog evaluation

AI development platforms

Gooey.AI

Gooey.AI is a low-code orchestration platform for creating, testing, and deploying collaborative AI workflows. Teams can combine prompts, knowledge files, code, and evaluations, run models from multiple providers, and deploy agents to web, WhatsApp, voice, SMS, Slack, and Facebook.

Low-code workflowsAI agentsMultilingual supportWhatsAppAPI
Review
MA
Catalog evaluation

AI agents

Magick

Magick is an open-source visual IDE for creating, testing, deploying, and managing AI agents. Its node-based AIDE lets users connect logic, data, events, language models, and integrations into agent workflows that can be deployed through the Magick Engine.

Visual programmingNode-based workflowsLLMsDiscordSlack
Review
NA
Catalog evaluation

Image generators

NanoBanana API

NanoBanana API provides developer APIs and a browser playground for generating and editing images. It offers standard, Pro, and Nano Banana 2 model options for fast generation, advanced edits, character consistency, and higher-resolution output, with credit-based usage.

Image generation APIImage editing4K outputCharacter consistencyAPI callbacks
Review
NE
Catalog evaluation

Marketing analytics

Neurons

Neurons is a neuromarketing platform that helps teams evaluate advertising creatives before launch. Its AI predicts attention, engagement, and memorability, providing visual analysis, heatmaps, and recommendations to improve creative decisions and campaign impact.

Creative testingAttention heatmapsAd optimizationNeuromarketingVisual recommendations
Review
OU
Catalog evaluation

User research

Outset

Outset is an AI-moderated research platform for running qualitative and quantitative studies at scale. Teams can set up interview guides, recruit or invite participants, conduct video, voice, text, or voice-to-voice interviews, then synthesize findings into reports and shareable outputs.

AI-moderated interviewsResearch analysisParticipant recruitmentUsability testingMultilingual research
Review
OW
Catalog evaluation

Software testing

OwlityAI

OwlityAI is an autonomous QA platform that scans an application, generates test scenarios and automation scripts, runs tests in parallel, and reports bugs. It is designed for teams that want automated end-to-end, functional, integration, and regression testing without maintaining test scripts.

End-to-end testingRegression testingJiraCI/CDComputer vision
Review
PU
Catalog evaluation

Accounting

Punchcard

Punchcard, formerly Agentive, is an AI audit workspace for audit firms, risk consultants, and their clients. It organizes evidence requests, automates substantive testing, prepares cited workpapers, and supports review workflows while keeping professional judgment with the auditor.

Audit automationAudit evidenceSubstantive testingWorkpapersFinancial statement review
Review
RE
Catalog evaluation

Code assistants

Refraction

Refraction is an AI code-generation tool for developers. It can create unit tests and documentation, refactor or improve code, explain code, detect bugs, and generate utilities such as regexes, SQL queries, and CI/CD pipelines through its web app and editor integrations.

Code generationUnit testingCode refactoringDocumentationIDE extensions
Review
RO
Catalog evaluation

Software testing

RoostGPT

RoostGPT is an AI-native quality engineering platform for enterprise software teams. It connects requirements, source code, APIs, UI flows, and existing test assets to generate and maintain test coverage, provide governance evidence, and report release-readiness information across the software delivery lifecycle.

Test generationAPI testingUI testingUnit testingTest maintenance
Review
TH
Catalog evaluation

Developer tools

Theneo

Theneo is an API documentation and developer-portal platform. Teams can upload API specifications to generate reference documentation, collaborate on content, offer interactive endpoint testing, publish changelogs, and customize branded developer experiences with workflow tools for code repositories and development environments.

OpenAPIDeveloper portalsAPI testingGitHub ActionsVisual Studio Code
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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