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

Developer tools

AI2SQL

AI2SQL turns natural-language requests into dialect-aware SQL using a connected database schema. It also explains, optimizes, fixes, formats, and runs queries, while its MCP gateway gives AI agents governed, read-only access to live database connections.

Text-to-SQLSQL GenerationDatabase ConnectorsQuery OptimizationMCP
Review
AQ
Catalog evaluation

Business intelligence

Amazon Quick Sight

Amazon Quick Sight is the business intelligence component of Amazon Quick. It connects enterprise data sources for analysis, dashboards, reports, and embedded analytics, while adding natural-language exploration and generative BI capabilities for users with the appropriate Quick Sight roles.

DashboardsEmbedded analyticsNatural language queriesData sourcesGenerative BI
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
AA
Catalog evaluation

Spreadsheets

Array Assistant

Array Assistant is an AI-powered spreadsheet productivity tool for creating formulas, cleaning data, summarizing text, classifying content, and generating writing. It is aimed at professionals, students, and other spreadsheet users who want to complete routine data and text tasks more quickly.

Formula generationData cleaningText summarizationSpreadsheet automationExcel
Review
AV
Catalog evaluation

Data analysis

Avanty

Avanty is a Chrome extension for Metabase that helps data analysts generate, edit, explain, format, and comment on SQL queries. It works with self-hosted Metabase and Metabase Cloud, using query metadata and database schema information rather than customer data.

MetabaseSQL generationSQL editingQuery explanationsChrome extension
Review
BU
Catalog evaluation

Knowledge management

bundleIQ

bundleIQ is an AI-powered knowledge management platform built around the Alani product suite. It helps individuals, publishers, and organizations turn files, content, and enterprise data into cited answers, searchable knowledge rooms, structured records, and agent-ready workflows.

Knowledge BaseSource CitationsDocument AnalysisMCPAI Workflows
Review
BY
Catalog evaluation

Business intelligence

BYOB

BYOB, short for Build Your Own Brain, is Akaike's enterprise conversational analytics platform. Business users can query structured data in natural language, work with organization-specific metrics and terminology, and receive traceable insights, dashboards, anomaly analysis, and recommendations for operational decisions.

Natural Language QueriesData IntegrationInteractive DashboardsAnomaly DetectionRole-Based Access
Review
CA
Catalog evaluation

Enterprise AI platforms

C3 AI

C3 AI provides enterprise software for developing, deploying, and operating AI at scale. Its product portfolio includes an agentic AI platform, application development tools, generative AI grounded in proprietary data, and production-ready applications for operational use cases across major industries.

Data IntegrationAgentic AIGenerative AIPredictive MaintenanceProduction Optimization
Review
CA
Catalog evaluation

Search engine optimization

CanIRank

CanIRank analyzes keyword, competitive, link, on-page, and ranking data to identify SEO opportunities for a website. It provides keyword research and difficulty reports, optimization recommendations, link opportunities, progress tracking, and optional expert consulting services.

Keyword difficultyCompetitor analysisLink buildingOn-page optimizationRank tracking
Review
CA
Catalog evaluation

Business intelligence

Capitol AI

Capitol AI helps organizations turn data, records, and research into governed workflows and auditable outputs. It connects sources, transforms data for AI, orchestrates models with lineage, and supports work across diligence, intelligence, public-sector analysis, research, and content operations.

Data integrationWorkflow governanceAudit trailsPublic sectorDue diligence
Review
CA
Catalog evaluation

Finance

Casca

Casca is a loan origination platform for banks and other business lenders. It provides digital applications, applicant communication, document analysis, credit analysis, workflow management, and integrations to automate parts of the business loan process.

Business LendingLoan ApplicationsCredit AnalysisDocument ProcessingBanking
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
CO
Catalog evaluation

Search tools

CoverTracker

CoverTracker is the current product presented on the former CoverBot domain. It describes AI-powered location tracking and people-search solutions that use submitted details and uploaded data to generate tailored reports and insights.

People searchLocation trackingData analysis
Review
CR
Catalog evaluation

Real estate tools

CREaiD

CREaiD is an AI-enabled commercial real estate platform for investors and mortgage brokers. It combines lender and third-party financing data with chatbot access, deal-data analysis, market insights, and sales-content tools for commercial-property financing workflows.

Commercial real estateLender matchingInvestment analysisFinancing insightsSales content
Review
DA
Catalog evaluation

Influencer marketing

Dataso.AI

Dataso.AI is a TikTok-focused influencer analytics tool that analyzes creator followers and audience profiles. It is designed to help marketers assess whether an influencer's audience aligns with a product's target customers before pursuing a collaboration.

TikTokInfluencer analyticsAudience analysis
Review
DA
Catalog evaluation

Investment research

DealSize.ai

DealSize.ai is a market research workspace for traders, offering AI-assisted asset analysis alongside market data, news, economic events, charts, and watchlists. The current product is the destination of the former HoopsAI website and presents analysis prompts for assets and technical indicators.

Market analysisTechnical analysisMarket newsEconomic calendarWatchlists
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
DA
Catalog evaluation

Marketing

DFIRST AI

DFIRST AI is the rebranded Digital First platform for planning and producing marketing work. Marketers can use specialized agents, a drag-and-drop workspace, and integrated tools for research, strategy, content, visuals, social intelligence, and web data extraction.

Marketing workflowsMarket researchContent creationVisual contentCompetitive analysis
Review
DA
Catalog evaluation

No-code development

Drafter AI

Drafter AI is a no-code platform for building AI applications, automations, and product features. Teams can combine data sources and models into workflows, use internal knowledge, and deploy branded AI apps or API-backed capabilities for tasks such as text analysis and data enrichment.

AI workflowsKnowledge baseText analysisData extractionAPI
Review
EL
Catalog evaluation

Research tools

Elicit

Elicit searches academic papers and clinical trials, then helps researchers create cited reports, screen literature, extract data, and organize sources. It supports quick evidence questions as well as structured systematic-review workflows, with programmatic access available on eligible paid plans.

Academic papersClinical trialsSystematic reviewsResearch reportsZotero
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
FB
Catalog evaluation

Data analysis

Formula Bot

Formula Bot is an AI data-analysis platform that turns uploaded or connected data into answers, charts, spreadsheets, reports, presentations, and dashboards. It supports data transformation, text analysis, scheduled workflows, and connectors for spreadsheets, databases, analytics services, cloud storage, and data warehouses.

Data visualizationDashboard generationExcelGoogle SheetsData connectors
Review
GG
Catalog evaluation

Gaming

GGPredict

GGPredict is a Counter-Strike training and analytics platform that analyzes player performance after matches, identifies strengths and misplays, and provides personalized challenges and training maps. It also offers dedicated CS2 training servers, with single-player server access listed as beta.

Counter-StrikeMatch AnalysisGame AnalyticsSkill TrainingTraining Maps
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

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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