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.

BR
Catalog evaluation

Social media management

BrandBastion

BrandBastion helps brands moderate, monitor, and manage social conversations across channels. Its configurable AI can identify harmful content, analyze sentiment, draft context-aware replies, and support managed community engagement workflows through a shared social inbox and reporting tools.

Social Media ModerationSentiment AnalysisCommunity ManagementSocial ListeningAI Replies
Review
FA
Catalog evaluation

Financial analysis

Finalle AI

Finalle AI provides a live dashboard and API for tracking financial news, stock-market events, and filings. Users can search symbols and filter results by attributes such as sentiment, significance, event type, price, volume, and financial metrics.

Market newsStock screeningSEC filingsMarket sentimentFinancial API
Review
IN
Catalog evaluation

Data analysis

InfraNodus

InfraNodus is a text-analysis and knowledge-graph platform for turning documents, search results, surveys, and other text into interactive topic networks. It identifies clusters, relationships, sentiment, and content gaps, then uses AI and MCP integrations to generate summaries, research questions, and ideas.

Knowledge graphsText analysisTopic modelingSentiment analysisMCP server
Review
RS
Catalog evaluation

User research

Research Studio

Research Studio is a UX research analysis workspace for files such as PDFs, audio, video, Word documents, and spreadsheets. It transcribes research material, provides drag-and-drop analysis widgets, answers research questions in context, and exports knowledge to Notion.

Qualitative researchTranscriptionSentiment analysisPersonasJobs to Be Done
Review
SA
Catalog evaluation

Transcription

Speak AI

Speak AI captures meetings and processes uploaded audio, video, and text into searchable transcripts, summaries, and structured insights. Teams can analyze conversation libraries, connect the platform through APIs and MCP, or commission a branded voice AI application.

Audio transcriptionVideo transcriptionMeeting notesSentiment analysisAPI
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
SA
Catalog evaluation

Developer tools

Symbl.ai

Symbl.ai provides models and APIs for turning voice, video, chat, and text conversations into knowledge, events, and insights. Its developer platform supports real-time AI agents, multimodal experiences, conversation analytics, and prebuilt tools for product, revenue, and data teams.

Real-time AI agentsConversation analyticsTranscriptionSentiment analysisCall intelligence
Review
TR
Catalog evaluation

Finance

TradeUI

TradeUI is a subscription platform for stock, ETF, and options traders. It provides real-time options-flow data, filters, AI-driven signals, news sentiment, market-pattern tools, and alerts to support market research and trading analysis.

Options flowTrading signalsMarket sentimentStock analysisTechnical 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
PO
Discontinued record

Recruiting

PolygrAI

PolygrAI is a web-based platform for creating and running one-way interview campaigns, then analyzing recorded responses. It combines interview scoring with visual, vocal, linguistic, and psychological analysis to help teams review candidates and other recorded interactions.

Candidate screeningVideo interviewsBehavioral analysisSentiment analysisInterview automation
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.

Keep the comparison honest

Commercial relationships are disclosed, while credible limitations and alternatives stay visible.

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