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.

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

Game development

Cohezion

Cohezion helps game studios and publishers turn community conversations into structured bug reports, actionable feedback, and community insights. It connects Discord with project-management workflows so teams can collect details, review summaries, prioritize issues, and keep players updated.

Bug reportingPlayer feedbackCommunity analyticsDiscordJira
Review
CR
Catalog evaluation

Video generators

CreatorKit

CreatorKit is an AI video platform for creating marketing, sales, and product videos with AI clones, avatars, and synthetic actors. Its AI Video Agent can turn a link shared in Slack into a video, then accept timestamped feedback for new versions.

AI avatarsAI clonesMarketing videoVideo adsSlack integration
Review
EM
Catalog evaluation

Meeting assistants

Embra

Embra records and transcribes meetings, creates customizable notes, and organizes call, document, and customer information into a shared memory system. Its AI agents can support sales and product workflows such as follow-up drafting, CRM updates, meeting scheduling, customer-feedback analysis, and reporting.

Meeting transcriptionMeeting notesCRM updatesFollow-up emailsGraph memory
Review
HA
Catalog evaluation

Voice AI

Hume AI

Hume AI provides data, speech models, evaluations, and feedback systems for teams building voice AI. Its platform supports real-time speech interaction, expressive text-to-speech, voice creation, human feedback, and tools for measuring how voice systems perform in real-world conversations.

Text-to-SpeechSpeech-to-SpeechVoice evaluationVoice cloningHuman feedback
Review
IA
Catalog evaluation

Employee engagement

inFeedo AI

inFeedo AI is a conversational people-experience platform for HR teams. Its Amber and Lens products collect employee feedback, analyze sentiment and engagement data, automate HR support and workflows, and run employee communication campaigns from onboarding through exit.

Employee surveysPeople analyticsHR automationEmployee supportWorkplace communication
Review
KI
Catalog evaluation

Developer tools

KinesteX

KinesteX provides a white-label SDK for adding camera-based workout tracking to fitness, wellness, rehabilitation, and health products. It analyzes movement on-device, counts repetitions, gives real-time form feedback, and supports ready-made or custom workout, challenge, assessment, and personal-trainer experiences.

Motion trackingComputer visionFitness SDKWhite-labelWorkout personalization
Review
KR
Catalog evaluation

Product management

Kraftful

Kraftful was a voice-of-customer platform for product teams that analyzed unstructured feedback and turned it into product insights. Amplitude acquired Kraftful in July 2025 and stated that the standalone Kraftful platform would shut down as its technology was integrated into Amplitude.

Voice of customerFeedback analysisProduct researchUser surveysJira
Review
LO
Catalog evaluation

Shopping assistants

Looria

Looria is a product-research site that collects reviews from curated sources, assigns quality scores, and summarizes opinions for purchase decisions. It also analyzes Reddit discussions and community feedback to show product longevity, common failures, quality changes, and repairability.

Product reviewsProduct comparisonsReddit analysisRepairabilityBuying research
Review
MA
Catalog evaluation

Product management

Monterey AI

Monterey AI is a product-insights platform for gathering customer feedback, analyzing feedback data, and turning it into product decisions. Its current website states that Monterey AI has been acquired by Reforge, while continuing to present product feedback workflows and an application sign-up option.

Product FeedbackFeature RequestsUser ResearchLinearJira
Review
MY
Catalog evaluation

Writing assistants

myEssai

myEssai is an AI-powered essay tutor that provides instant, detailed feedback intended to help users improve their writing. Its public site presents the product as an alternative to basic grammar checking, focused on actionable feedback for essays.

Essay feedbackWriting improvementEssay tutoring
Review
SH
Catalog evaluation

Vector databases

Shaped

Shaped is a vector database for personalized search and recommendations. It connects to product and behavioral data, manages embeddings and freshness, then retrieves results through a feedback loop that uses user interactions to improve ranking and relevance.

Personalized searchProduct recommendationsHybrid searchAgent retrievalData connectors
Review
VI
Catalog evaluation

UI/UX design

Visily

Visily is a collaborative UI design platform for creating diagrams, wireframes, and interactive prototypes. Teams can start from text prompts, screenshots, diagrams, or templates, then edit the resulting canvas, gather feedback, share work, and export designs to Figma or code on paid plans.

Product designWireframingPrototypingTeam collaborationFigma integration
Review
VA
Catalog evaluation

E-commerce tools

VOC.AI

VOC.AI helps e-commerce sellers, operators, and engineering teams analyze Amazon review data, customer pain points, keywords, and sales signals. It provides research reports, an AI agent, and API and MCP access for incorporating Amazon data into internal workflows.

Amazon reviewsReview analysisCustomer insightsProduct researchMCP
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
WR
Catalog evaluation

Academic writing tools

Writefull

Writefull provides AI language feedback, writing widgets, and document revision tools for academic and technical writing. Its products work in Microsoft Word and Overleaf or through web-based tools, with features for paraphrasing, academic style, abstracts, titles, and LaTeX code.

Academic writingParaphrasingLaTeXMicrosoft WordOverleaf
Review
FC
Discontinued record

Customer Experience

Form Cue

Form Cue is the current product announced on the former Hire Hoc website. It is presented as a customer-feedback tool for creating CSAT, NPS, and CES surveys.

CSAT SurveysNPS SurveysCES SurveysCustomer Feedback
Review
GA
Discontinued record

Market research

GapScout

GapScout was a market-research product that analyzed customer reviews for a business and its competitors to identify market gaps, feedback themes, and opportunities. Its founder states that the commercial endeavor has ended and that the site remains online primarily for its articles.

Review analysisCompetitor analysisMarket gapsCustomer sentimentOpportunity monitoring
Review
RH
Discontinued record

User research

RhetorAI

Open the full product record for current fit, capabilities, pricing signals, and limitations.

User interviewsConversational surveysProduct feedback
Review
VA
Discontinued record

User research

Validly

Open the full product record for current fit, capabilities, pricing signals, and limitations.

User interviewsCustomer feedbackProduct discovery
Review
WA
Discontinued record

Music production

WavTool

WavTool has taken its product offline. The team says its mission is AI-accelerated music production and that it plans future announcements, while inviting feedback and ideas by email.

AI music productionMusic creation
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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