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.

Search products, capabilities, and workflowsBrowse the index ↓
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.

BH
Catalog evaluation

Video generation

BHuman

BHuman creates personalized videos from a recorded source video or AI presenter, adapting names, companies, images, links, and spoken details for each recipient. Teams can connect CSV files, CRMs, automation tools, or its API to render and deliver campaign video assets.

Personalized videoVideo automationCRM integrationsVoice cloningAPI
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
FI
Catalog evaluation

Sales

FinalScout

FinalScout is a sales prospecting platform for finding professional email addresses and organizing contacts. It combines a database of business profiles with email verification, bulk profile scraping, CSV exports, API access, and EmailAI for drafting personalized outreach messages.

Email finderSales prospectingContact managementEmail outreachAPI
Review
LU
Catalog evaluation

Data analysis

Luminal

Luminal is an AI copilot for cleaning, transforming, and analyzing spreadsheet data. Users can upload CSV and Excel files, use natural-language commands for editing and analysis, create visualizations, and export completed datasets without writing complex formulas.

Spreadsheet CleaningData TransformationData AnalysisData VisualizationCSV Files
Review
MA
Catalog evaluation

Education

MyMathSolver.ai

MyMathSolver.ai solves math problems with detailed, step-by-step explanations. Users can submit questions as text, images, PDFs, or CSV files, then continue the exchange with its interactive math bot. The site also presents support for math, physics, equations, and word problems.

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

Image metadata tools

PhotoTag.ai

PhotoTag.ai generates keywords, titles, and descriptions for photos and videos. Stock photographers, e-commerce teams, and marketers can export the results as metadata embedded in files or as CSV files for stock-platform uploads, with Lightroom Classic plug-in and API access available.

Image taggingVideo taggingIPTC metadataLightroom ClassicStock platforms
Review
RQ
Catalog evaluation

Database tools

Raw Query

Raw Query is a conversational database assistant for retrieving, exporting, adding, and updating data without writing SQL. Connect a Postgres, MySQL, or MariaDB database, ask questions in English, and use the chat interface to work with data from desktop or mobile.

Natural language queriesPostgreSQLMySQLMariaDBCSV exports
Review
ST
Catalog evaluation

Lead generation

Stride

Stride generates email lead lists from Twitter follower audiences. Its List Builder produces CSV lists from selected profiles, while Scanner monitors a Twitter profile's new followers in real time. The service positions the lists for email marketing, audience targeting, newsletters, and promotional campaigns.

Email listsTwitter followersLead sourcingCSV exportAudience targeting
Review
TE
Catalog evaluation

Data visualization

Textomap

Textomap creates interactive maps by detecting locations in text, images, URLs, CSV files, and AI prompts. Users can customize and share maps, embed them on websites, export data to Google Maps or CSV, and use the service through its browser extension and WordPress plugin.

Interactive mapsLocation extractionCSV importWordPressChrome extension
Review
YO
Catalog evaluation

Developer tools

YoBulk

YoBulk is an open-source platform for building and embedding CSV import flows. It helps teams validate and clean uploaded files through configurable templates, JSON-schema rules, column mapping, and a spreadsheet-style error review interface, with self-hosted and enterprise options.

CSV importData validationColumn mappingSelf-hostingReact SDK
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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