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.

AI
Catalog evaluation

Virtual try-on

AIhairstyles

AIhairstyles lets consumers preview haircuts, colours, and styles on a selfie, with face-shape analysis and reference-photo try-ons. It also provides an API for salons, barbers, clinics, and software platforms that want to add hairstyle-generation workflows.

Hairstyle Try-OnHair Colour ChangerFace Shape AnalysisSalon API
Review
AR
Catalog evaluation

Data analysis

Arcwise

Arcwise is a data intelligence platform that identifies meaningful metric shifts and produces decision-ready explanations grounded in connected data and business context. Teams can use it to investigate changes, preserve decisions as shared knowledge, and deliver reports in existing documents and slides.

Metric monitoringData warehousesDecision supportAuditable insightsReporting
Review
CE
Catalog evaluation

MLOps

Censius

Censius is an AI observability platform for machine learning teams monitoring production models. It brings together model details, input data, logs, and monitoring insights to identify performance, drift, data quality, and bias issues, then guide root cause analysis and remediation.

Model MonitoringModel ExplainabilityModel DriftRoot Cause AnalysisPython SDK
Review
CH
Catalog evaluation

Document analysis

ChatDOC

ChatDOC lets users upload documents and ask questions in natural language. It can summarize, extract information, analyze text and tables, and trace answers back to source material. It supports PDF, Word, scanned documents, Markdown, ePub, and text files.

PDF chatDocument Q&ASource citationsMulti-document analysisOCR
Review
DE
Catalog evaluation

Data analysis

Defog

Defog lets teams ask questions about structured data in plain language and receive data-backed results and visualizations. It connects to databases and CSVs, uses Defog's SQLCoder model for text-to-SQL, and supports cloud-hosted or self-hosted enterprise deployments.

Natural language queriesSQLDatabase connectorsSelf-hosted deploymentData visualization
Review
DO
Catalog evaluation

Document processing

Doclime

Doclime lets users upload PDFs, ask contextual questions, and receive answers backed by references from their documents. It combines PDF viewing, document search, note-taking, OCR for scanned files, and multi-document chat in a single workspace.

PDF chatDocument analysisOCRCitation answersNote-taking
Review
FA
Catalog evaluation

Image analysis

FaceRate.ai

FaceRate.ai analyzes a supplied face photo or description to score facial features and assess face shape, symmetry, and alignment with the golden ratio. It also offers an artistic face-image generation option, alongside a written breakdown of the overall facial impression.

Face analysisGolden ratioFacial symmetryImage generation
Review
FA
Catalog evaluation

Meeting assistants

Fireflies.ai

Fireflies.ai records, transcribes, summarizes, searches, and analyzes team conversations. It can join or record meetings across major conferencing tools, identify speakers, generate notes and action items, surface conversation insights, and send meeting data to connected CRM, project-management, ATS, and Slack tools.

Meeting transcriptionAI meeting notesConversation intelligenceCRM integrationsAction items
Review
LC
Catalog evaluation

Podcast analytics

Listener.com

Listener.com unifies podcast audience data across audio, video, and social platforms for creators, networks, studios, and agencies. Its dashboards, AI insights, episode cluster reports, and sponsor-ready reporting help teams understand performance, identify growth signals, and present verified audience reach.

Podcast analyticsAudience insightsSponsorship reportingCross-platform analyticsPodcast networks
Review
LO
Catalog evaluation

Project management

LotseAI

LotseAI is an AI program manager that connects project information across workplace tools and makes it queryable from Slack. It helps teams retrieve source-cited answers, draft project reports and stakeholder summaries, and surface risks and decision-support insights.

Program ManagementSlackProject ReportingKnowledge SearchRisk Analysis
Review
MB
Catalog evaluation

Education

Math.bot

Math.bot is an online math solver that accepts typed questions and images of handwritten or printed problems. It provides step-by-step explanations for equations and word problems, with a free plan for occasional use and a Pro tier for higher usage and advanced features.

Math problem solvingStep-by-step solutionsImage recognitionGPT-4o
Review
PA
Catalog evaluation

Photo editors

Photor AI

Photor AI is a beta web toolkit for analyzing, restoring, retouching, and transforming photos. It offers tools for photo scoring, face restoration, image upscaling, background removal, expression editing, image generation, and text recognition, with free daily credits and paid credit plans.

Photo analysisFace restorationImage upscalingBackground removalPhoto retouching
Review
PA
Catalog evaluation

Business intelligence

Placer.ai

Placer.ai provides location analytics for understanding properties, brands, markets, and consumer visitation patterns. Its platform helps organizations analyze store performance, trade areas, audiences, demographics, and market trends through reports, data products, and an API.

Foot traffic dataTrade area analysisRetail analyticsCommercial real estateLocation intelligence
Review
SP
Catalog evaluation

Speech to text

Speechllect

Speechllect is a beta platform for real-time speech-to-text and text-to-speech workflows. It analyzes spoken words alongside emotion and tone, generates expressive synthetic speech, and combines both capabilities for automated business scenarios such as contact-center interactions.

Speech recognitionSpeech synthesisSentiment analysisCall centersAPI
Review
TE
Catalog evaluation

SEO tools

Texta

Texta is a generative engine optimization platform for monitoring brand mentions, prompt coverage, citation patterns, and competitor visibility across AI answer engines. It gives marketing teams dashboards, diagnostics, ownership workflows, and reporting to prioritize content, citation, and competitive-response work.

AI search visibilityGenerative engine optimizationCitation analysisCompetitor trackingPrompt monitoring
Review
VE
Catalog evaluation

Investment research

VectorShift

VectorShift is an AI platform for private-market investment teams. It organizes firm files, deals, and knowledge to support document-heavy workflows including VDR analysis, investment-committee memos, portfolio monitoring, and LP reporting, with answers traced to the source document and page.

Private marketsDue diligencePortfolio monitoringData room analysisLP reporting
Review
WO
Catalog evaluation

SEO tools

Wordmetrics

Wordmetrics is a cloud-based SEO writing and content-optimization platform. It analyzes pages competing for a target search phrase, surfaces related semantic terms, and guides writers with real-time relevance and readability feedback while they create or update content.

Semantic SEOContent optimizationReadability analysisKeyword researchCompetitive analysis
Review
FA
Discontinued record

Community engagement

Frankly AI

Frankly AI is now part of Beca's consulting team and digital-transformation offering. Its conversational AI tools support community consultation across languages and interfaces, collecting participant input and presenting real-time analysis of sentiment, views, concerns, issues, and demographic feedback.

Stakeholder engagementCommunity consultationSentiment analysisNatural language processingReal-time dashboards
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
GA
Discontinued record

Developer tools

getjuno.ai

The getjuno.ai website currently returns an error page rather than a usable product interface. Current official information about the product, pricing, documentation, and company could not be verified.

Jupyter NotebooksData AnalysisCode Generation
Review
RK
Discontinued record

Review management

Review Kit

Review Kit automates review invitations, generates brand-aware replies, and analyzes customer feedback. It imports live reviews from supported platforms, tracks sentiment and keywords, and gives businesses a central workflow for improving engagement and managing their online reputation.

Review requestsAI-generated repliesSentiment analysis
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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Commercial relationships are disclosed, while credible limitations and alternatives stay visible.

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