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.

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
CO
Catalog evaluation

App builders

CodePal

CodePal is an AI app builder that turns a natural-language product brief into a full-stack web application. It plans, generates, previews, and deploys frontend, backend, and database work in one workspace, with visual and code editing, GitHub sync, exports, and custom-domain publishing.

Full-stack developmentNatural languageGitHubCustom domainsCode export
Review
CO
Catalog evaluation

App builders

Codev

Codev is an AI app builder that turns a natural-language idea into a full-stack Next.js web application. Users can select from supported AI models, customize generated code, connect a custom domain, download source code, and use GitHub integration on eligible plans.

Text to appNext.jsSupabaseCustom domainsGitHub
Review
MA
Catalog evaluation

Low-code development

MarsX

MarsX is a software development platform that combines no-code building, a web IDE, and reusable full-stack micro-apps. Teams can begin with existing components, then use JavaScript or TypeScript for requirements outside the available no-code functionality.

Micro-appsFull-stack developmentOpen sourceWeb IDEJavaScript
Review
ST
Catalog evaluation

App builders

Stunning

Stunning is a no-code builder for creating web apps, mobile apps, websites, and business systems from a written idea, voice input, a template, or an existing site link. It provides generated front ends, backends, databases, publishing, custom domains, and AI-assisted editing.

Web appsMobile appsAI agentsDatabase backendsCustom domains
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.

Evaluating a product for a live workflow?

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