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.

LO
Catalog evaluation

App builders

Lovable

Lovable turns natural-language instructions into editable full-stack web applications with frontend, backend, database, authentication, integrations, and deployment. It supports rapid prototyping as well as ongoing product development with real code and managed cloud services.

Vibe codingFull-stack appsNatural languageCloud hostingCode export
Review
AP
Catalog evaluation

Spreadsheet tools

AI Prompts

AI Prompts is now an informational site about using AI tools for Excel and Google Sheets. It explains prompt engineering, system instructions, formula generation and debugging, plus using ChatGPT to write VBA, SQL, and Apps Script. It no longer presents an interactive FormulaGenerator.app product.

ExcelGoogle SheetsPrompt engineeringVBASQL
Review
AQ
Catalog evaluation

Database tools

AI Query

AI Query is a web application for generating SQL from plain-English instructions, defining database schemas, and translating SQL into English. Its Pro plans include unlimited query generation, SQL explanations, schema definitions, query history, and options to save and share SQL queries.

Natural Language to SQLSQL ExplanationsDatabase Schema
Review
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
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
BR
Catalog evaluation

Sales automation

B2B Rocket

B2B Rocket is a sales automation platform for finding prospects, enriching business contact data, and running multichannel outreach. Its AI agents can support email, calls, LinkedIn, WhatsApp, and SMS engagement, while the platform also offers a contact database, inbox, CRM, analytics, and scheduling tools.

AI sales agentsContact databaseCold emailLead enrichmentMultichannel outreach
Review
BU
Catalog evaluation

No-code app builders

BuildAI

BuildAI is a no-code platform for creating and launching AI-powered apps and digital employees from natural-language instructions. It includes databases, user authentication, role-based access, payments, subscriptions, custom domains, and integrations for customer-facing products and internal business tools.

Prompt-Based BuildingDigital EmployeesCustom DomainsUser ManagementPayment Processing
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
HU
Catalog evaluation

Privacy tools

Hush

Hush is a privacy protection service for individuals, families, executives, and organizations. It uses AI and privacy specialists to find personal information across data brokers, public records, and online databases, remove exposed data, and monitor for new risks.

Data removalDigital footprint monitoringExecutive protectionIdentity theft protectionData broker removal
Review
IN
Catalog evaluation

Sales automation

Instantly

Instantly is a B2B sales engagement platform for finding and enriching prospects, sending cold-email campaigns, and managing replies and opportunities. Its AI agents can research leads, write personalized outreach, automate follow-up, and route responses, while deliverability tools support connected email accounts.

Cold email outreachB2B lead databaseEmail warmupAI sales agentsCRM
Review
PO
Catalog evaluation

Embedded analytics

Polymer

Polymer is an embedded analytics platform for product teams that want to add branded, self-service dashboards to their applications. It connects to databases, warehouses, and business tools, then provides visualizations, configurable reports, user permissions, and AI-assisted insights through its interface and API.

Embedded dashboardsData connectorsAPI integrationWhite-label analyticsAI insights
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
SH
Catalog evaluation

Vector databases

Shaped

Shaped is a vector database for personalized search and recommendations. It connects to product and behavioral data, manages embeddings and freshness, then retrieves results through a feedback loop that uses user interactions to improve ranking and relevance.

Personalized searchProduct recommendationsHybrid searchAgent retrievalData connectors
Review
SA
Catalog evaluation

Developer tools

SQLAI.ai

SQLAI.ai is an AI-powered SQL workspace that turns natural-language requests into queries and helps users validate, optimize, format, explain, and convert SQL. Users can import or connect database schemas for schema-aware query generation and run queries against connected data sources.

Text-to-SQLSQL OptimizationSQL ValidationSQL ConversionDatabase Connectivity
Review
SA
Catalog evaluation

Startup tools

Stratup.ai

Stratup.ai helps entrepreneurs generate startup ideas, explore solutions, and create reports with market research, branding, product requirements, and strategic analysis. It also offers a searchable idea database and a Startup Hub for posting ideas to find potential co-founders and team members.

Startup ideasBusiness planningMarket researchSWOT analysisCo-founder matching
Review
SA
Catalog evaluation

Sales intelligence

Success.ai

Success.ai combines a B2B contact database with prospecting, email verification, cold-email sending, warmup, multichannel sequences, and a unified inbox with a kanban-style CRM. Teams can find contacts, use buyer-intent signals, enrich lead data, and run outreach campaigns from one workspace.

B2B leadsEmail outreachEmail warmupData enrichmentCRM
Review
TA
Catalog evaluation

Developer tools

Text2SQL.ai

Text2SQL.ai converts natural-language questions into SQL queries using database schema context. It also offers query explanation, fixing, and optimization, a public API, a desktop application for local database access, and Insights for viewing queries, results, charts, and explanations together.

Text to SQLSQL generationDatabase schemasQuery optimizationAPI
Review
VA
Catalog evaluation

Data analysis

Vanna AI

Vanna AI is a user-aware agent framework that connects language models to databases so users can query systems of record in natural language. Teams can use its open-source framework with their chosen LLM and database, or add hosted administrative capabilities through Vanna Cloud.

Text to SQLNatural language queriesMulti-databaseOpen sourceSelf-hosting
Review
DS
Discontinued record

Developer tools

DB Sensei

DB Sensei's public site still describes tools for generating, fixing, explaining, and formatting SQL queries. However, the linked registration application host no longer resolves, preventing new users from creating accounts and accessing the service.

SQL queriesDatabase managementQuery optimization
Review
ZA
Discontinued record

Business automation

Zams

Zams, formerly Obviously AI, provides task-specific AI workers for business operations. It connects tools such as email, calendars, CRMs, drives, and databases so teams can research accounts, prepare for meetings, automate CRM work, and answer reporting questions in plain English.

CRM automationMeeting preparationSales intelligenceBusiness reportingWorkflow automation
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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