TOOLS / WORKFLOW ROLES

Find tools by workflow role

Forty sourced profiles. Profile evidence and hands-on test evidence stay separate.

CATALOG / SOURCED PROFILES

Tool profiles

40 tools

AI assistantChecked 2026-08-19
research

ChatGPT is a general AI assistant for research, planning, drafting, file analysis, and source-backed web discovery; this official-source profile is not a ShipStackLab hands-on recommendation.

PROFILE PARTIALNOT YET TESTED
AI assistantChecked 2026-08-19
research

Claude is Anthropic's conversational assistant for research, analysis, writing, coding, and working with uploaded material; this official-source profile is not a hands-on recommendation.

PROFILE PARTIALNOT YET TESTED
AI assistantChecked 2026-08-19
research

Gemini Apps support brainstorming, planning, summarization, drafting, and file-assisted work across supported Google accounts; this official-source profile is not a hands-on recommendation.

PROFILE PARTIALNOT YET TESTED
Answer engineChecked 2026-08-19
research

Perplexity is an AI answer engine that searches the web and returns conversational answers with citations to original sources; this sourced profile is not a hands-on recommendation.

PROFILE PARTIALNOT YET TESTED
AI design agentChecked 2026-08-19
design

Lovart is an AI design agent for turning a creative brief and visual references into coordinated design directions and production assets; this sourced profile is workflow context, not a ShipStackLab hands-on recommendation.

PROFILE PARTIALNOT YET TESTED
AI design and prototypingChecked 2026-08-19
designbuild

Figma Make participates in the design, build stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
AI-assisted designChecked 2026-08-19
design

Canva participates in the design stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
Website planning and designChecked 2026-08-19
design

Relume participates in the design stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
AI website builderChecked 2026-08-19
designbuilddeploy

Framer AI and Agents turn plain-language website requirements into editable Framer pages that can be refined on the canvas and published from the project; this sourced profile is workflow context, not a ShipStackLab hands-on recommendation.

PROFILE PARTIALNOT YET TESTED
AI website builderChecked 2026-08-19
designbuilddeploy

Webflow AI participates in the design, build, deploy stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
Website platformChecked 2026-08-19
designbuilddeploy

Wix Studio participates in the design, build, deploy stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
AI website builderChecked 2026-08-19
designbuilddeploy

Dora AI participates in the design, build, deploy stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
AI app builderChecked 2026-08-19
buildbackenddeploy

Lovable is a full-stack AI development platform that turns natural-language descriptions, screenshots, and documents into editable web applications that can be refined and published; this sourced profile is not a hands-on recommendation.

PROFILE PARTIALNOT YET TESTED
AI app builderChecked 2026-08-19
buildbackenddeploy

Bolt is an AI builder for creating websites, applications, and prototypes in a browser workflow, with Bolt Cloud providing integrated hosting and backend services; this sourced profile is not a ShipStackLab hands-on recommendation.

PROFILE PARTIALNOT YET TESTED
AI app and UI builderChecked 2026-08-19
designbuilddeploy

v0 is Vercel's AI builder for planning and creating full-stack web applications, refining interfaces in design mode, and deploying projects to Vercel; this sourced profile is workflow context, not a ShipStackLab hands-on recommendation.

PROFILE PARTIALNOT YET TESTED
AI app builderChecked 2026-08-19
buildbackenddeploy

Replit Agent is an AI builder that turns an application or website idea into software through chat, then supports iterative planning, coding, debugging, preview, and publishing; this sourced profile is not a ShipStackLab hands-on recommendation.

PROFILE PARTIALNOT YET TESTED
AI app builderChecked 2026-08-19
buildbackenddeploy

Base44 participates in the build, backend, deploy stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
AI development workspaceChecked 2026-08-19
buildbackenddeploy

Firebase Studio participates in the build, backend, deploy stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
AI no-code app builderChecked 2026-08-19
buildbackenddeploy

Bubble participates in the build, backend, deploy stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
AI code editorChecked 2026-08-19
build

Cursor is a coding agent and editor for understanding a codebase, planning and building features, fixing bugs, reviewing changes, and connecting development tools; this sourced profile is workflow context, not a ShipStackLab hands-on recommendation.

PROFILE PARTIALNOT YET TESTED
AI code editorChecked 2026-08-19
build

Windsurf participates in the build stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
Coding agentChecked 2026-08-19
build

Claude Code is Anthropic's coding agent for working with projects from a terminal or desktop interface, including codebase analysis, file edits, and command execution; this sourced profile is workflow context, not a ShipStackLab hands-on recommendation.

PROFILE PARTIALNOT YET TESTED
Coding agentChecked 2026-08-19
build

Codex is OpenAI's coding agent for understanding codebases, building and testing features, fixing bugs, and reviewing changes across ChatGPT, editor, and terminal surfaces; this sourced profile is not a ShipStackLab hands-on recommendation.

PROFILE PARTIALNOT YET TESTED
Coding agentChecked 2026-08-19
build

Gemini CLI participates in the build stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
Coding agentChecked 2026-08-19
build

Cline participates in the build stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
Backend platformChecked 2026-08-19
backend

Supabase is a Postgres development platform that provides projects with database, authentication, storage, and related backend capabilities for web and mobile applications; this sourced profile is workflow context, not a ShipStackLab hands-on recommendation.

PROFILE PARTIALNOT YET TESTED
Backend platformChecked 2026-08-19
backenddeploy

Firebase participates in the backend, deploy stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
Postgres platformChecked 2026-08-19
backend

Neon participates in the backend stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
Backend platformChecked 2026-08-19
backend

Convex participates in the backend stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
Workflow automationChecked 2026-08-19
backendmeasure-maintain

n8n

n8n participates in the backend, measure-maintain stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
Workflow automationChecked 2026-08-19
backendmeasure-maintain

Zapier participates in the backend, measure-maintain stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
Workflow automationChecked 2026-08-19
backendmeasure-maintain

Make participates in the backend, measure-maintain stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
Deployment platformChecked 2026-08-19
deploymeasure-maintain

Cloudflare Workers is a serverless platform for deploying full-stack applications and static assets across Cloudflare's network; this sourced profile is workflow context, not a hands-on recommendation.

PROFILE PARTIALNOT YET TESTED
Deployment platformChecked 2026-08-19
deploymeasure-maintain

Vercel participates in the deploy, measure-maintain stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
Deployment platformChecked 2026-08-19
deploymeasure-maintain

Netlify participates in the deploy, measure-maintain stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
Application monitoringChecked 2026-08-19
measure-maintain

Sentry participates in the measure-maintain stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
Product analyticsChecked 2026-08-19
measure-maintain

PostHog participates in the measure-maintain stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
SEO research and monitoringChecked 2026-08-19
researchmeasure-maintain

Ahrefs participates in the research, measure-maintain stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED
SEO research and monitoringChecked 2026-08-19
researchmeasure-maintain

Semrush participates in the research, measure-maintain stage of a web-building workflow.

PROFILE PARTIALNOT YET TESTED