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
ST
Catalog evaluation

Design tools

Stitch

Stitch is a Google Labs beta tool for generating user interfaces for mobile and web applications. It supports design ideation from natural-language prompts and lets users develop, iterate on, and prototype high-fidelity UI concepts in an AI-native canvas.

UI designWeb appsMobile appsPrototypingFrontend code
Review
UI
Catalog evaluation

Prototyping tools

Uizard

Uizard is a product-design platform for creating and collaborating on wireframes, mockups, and interactive prototypes. Its AI features turn text, screenshots, and sketches into editable UI concepts, and paid plans add developer handoff in React and CSS.

UI designWireframingInteractive prototypesDesign-to-codeReal-time collaboration
Review
MA
Discontinued record

Design tools

MagicPath

MagicPath is a collaborative design canvas where teams and AI agents create and edit product screens together. It supports multi-agent design generation, shared component libraries, Figma imports and exports, and connections to external agents such as Codex, Claude Code, and Cursor.

FigmaDesign systemsAI agentsReactCode export
Review
VA
Discontinued record

Design tools

Valideo

Open the full product record for current fit, capabilities, pricing signals, and limitations.

Design automationProduct designPrototyping
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?

Bring the decision to our engineers