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

Research assistants

AskVideo.ai

AskVideo.ai lets users ask questions about YouTube videos and receive answers based on video transcripts. It also offers transcript access, while paid plans add file uploads and the ability to analyze YouTube playlists and channels as collections.

YouTubeVideo chatVideo transcriptsPlaylist analysis
Review
DE
Catalog evaluation

Speech recognition

Deepgram

Deepgram provides APIs for speech-to-text, text-to-speech, voice agents, and audio intelligence. Developers can use its real-time or batch services in the cloud, or explore self-hosted deployment options for voice-enabled applications.

Speech-to-textText-to-speechVoice agentsAudio intelligenceAPI
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
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
GL
Catalog evaluation

Speech-to-text

Gladia

Gladia provides an API for real-time and asynchronous audio transcription, plus audio intelligence features that turn speech into structured data. Developers can process live or recorded audio and video with multilingual transcription, speaker diarization, timestamps, translation, and analysis capabilities.

Real-time transcriptionMultilingual transcriptionSpeaker diarizationAudio analysisVoice AI
Review
IS
Catalog evaluation

Data extraction

Isomeric

Isomeric turns unstructured text into schema-defined JSON through a REST API. Teams can define the fields they need and use the service to structure information from webpages, transcripts, customer conversations, data events, and legal documents for downstream analysis or automation.

Structured dataJSON SchemaWeb scrapingREST APIDocument analysis
Review
KI
Catalog evaluation

Summarizers

kiwi

kiwi is an alpha video-learning tool for asking questions about YouTube videos, creating summaries, and generating quizzes. Users paste a YouTube link, then use the video transcript to explore material. Accounts can also be used to upload videos.

YouTubeVideo summariesVideo Q&AQuizzesTranscript analysis
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
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
TA
Catalog evaluation

Research assistants

Tapesearch

Tapesearch is a podcast-transcript search platform for locating discussions, mentions, and audio timestamps across podcasts. It supports full-text, semantic, and hybrid search, episode chat, keyword alerts, trend analysis, transcript downloads, and API access for research and monitoring workflows.

Podcast transcriptsSemantic searchBrand monitoringAI chatAPI
Review
UE
Catalog evaluation

User research

User Evaluation

User Evaluation recruits participants, runs AI-moderated interviews in 40 languages, and turns findings into cited reports with playable evidence. The platform supports consumer, B2B, and customer research workflows, including recruiting, screening, transcription, analysis, and stakeholder-ready research outputs.

AI-moderated interviewsParticipant recruitmentResearch reportsVideo interviewsB2B research
Review
VO
Catalog evaluation

Audio transcription

Voicetapp

Voicetapp combines speech-to-text transcription with AI content writing, voiceover generation, chat, file analysis, captions, and YouTube-to-blog conversion. Its plans provide word allowances and template access for individuals, freelancers, and teams producing written or audio content.

Speech to textCaption generationAI voiceoverYouTube to blogContent writing
Review
NO
Discontinued record

Research tools

Notably

Notably is a qualitative research platform for organizing research data and generating insights with AI-assisted workflows. Its public product materials describe transcription, highlighting, tagging, clustering, AI templates, research repositories, and collaborative insight reporting, but the current web application could not be reached.

Qualitative researchResearch synthesisVideo transcriptionCluster analysisDigital sticky notes
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
UM
Discontinued record

Product management software

Umbrellabird

Umbrellabird was presented as a tool for turning recorded user interviews and notes into product-document drafts. Its official LinkedIn profile describes transcript analysis, summaries, action items, jobs-to-be-done, and document generation, but the official domain was unavailable during verification.

User interviewsInterview analysisProduct requirements documentsMeeting recordings
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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