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.

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
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
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
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
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
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
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
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
VO
Catalog evaluation

Chatbot builders

Voiceflow

Voiceflow is a collaborative platform for building, testing, deploying, and monitoring chat and voice agents. Teams can combine knowledge bases, workflows, integrations, and model providers, then launch agents on web chat, phone, mobile, or custom interfaces.

Conversational AIKnowledge basesOmnichannel deploymentAPI integrationsAgent analytics
Review
WO
Catalog evaluation

Website optimization

Webflow Optimize

Webflow Optimize, formerly Intellimize, is Webflow's website experimentation and personalization product. Teams can run A/B tests, create targeted variants, and use AI to select the best-performing experience for visitors. It works natively in Webflow and can also be deployed on other CMS platforms.

Website personalizationA/B testingAudience targetingConversion optimizationWebflow
Review
XM
Catalog evaluation

AI agents

xMagic

xMagic is a platform for designing and deploying private AI agents that can use tools and route work to specialized subagents. It supports Drive-based retrieval, custom MCP integrations, and testing before deployment, with options to run in a customer-controlled cloud or data center.

SubagentsMCPKnowledge basesVoice agentsWorkflow automation
Review
AG
Discontinued record

AI agent builders

AgentRunner

AgentRunner is a beta platform for creating, testing, versioning, and deploying automation agents through a visual node editor. Teams can connect AI providers and other applications through APIs, organize agents into projects, and use run logs to inspect workflow behavior.

Visual workflowsLLM integrationAPI deploymentVersion controlRun logs
Review
DA
Discontinued record

Prompt engineering

DoPrompt.ai

DoPrompt.ai is a prompt-engineering platform for creating, managing, and testing structured prompts. It supports prompts for language models from OpenAI, Anthropic, and Mistral, with a library of pre-built prompts and variables for adapting prompts to different scenarios.

Prompt generationPrompt libraryPrompt testingOpenAIAnthropic
Review
PL
Discontinued record

Developer tools

Plasmo

Plasmo is a platform for building browser extensions with a framework, testing environment, and deployment tools. It supports React, Svelte, and Vue components, provides live reloading, and helps teams distribute builds to testers or publish to browser stores.

Browser extensionsReactTypeScriptCross-browserDeployment automation
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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