Competitor comparison

Lazyweb vs Mobbin vs Pageflows: Agent Research, Screenshots, or User Flows?

A practical comparison of Lazyweb vs Mobbin vs Pageflows for product teams choosing a design reference or research workflow.

Quick Verdict

Lazyweb

lazyweb.com

Free, agentic-first design research library with app trees, Design.md-style app files, screen history, and A/B test evidence.

Price
Free for the design research library; optional paid A/B testing agent access. [1]
Library
281k+ real app screens, plus 20,000+ mobile app A/B tests for growth research.
Agent access
Agent-first MCP setup across Codex, Claude Code, Cursor, Antigravity, hosted Claude connector paths, and other agentic platforms.

Mobbin

mobbin.com

Large mobile, web app, and website reference library

Price
Paid subscription. Official docs say MCP is available on Pro, Team, and Enterprise plans; REST API is Team and Enterprise only. [5]
Library
Mobbin publicly positions its MCP around 600,000+ real product screens.
Agent access
Official remote MCP with OAuth on paid plans; official REST API on Team and Enterprise plans.

Pageflows

pageflows.com

Recorded web and mobile user flows

Price
Official pricing lists yearly access from $8.25/user/month, quarterly at $13/user/month, and Team at $199/year, with a trial. [11]
Library
Official pricing page advertises unlimited flow recordings, emails, screens, and UI elements, plus 79,000+ screens.
Agent access
No official MCP or API source was found in the checked sources.

Side-by-side Table

Criterion
Lazyweb
Mobbin
Pageflows
Best for
Use Lazyweb when your AI agent needs to research real product patterns before designing. [1]
Use Mobbin when you want a mature paid reference library for human browsing and paid agent/API access. [5]
Use Pageflows when real recorded user journeys are the main need and a paid seat is acceptable. [11]
Pricing
Free for the design research library; optional paid A/B testing agent access. [1]
Paid subscription. Official docs say MCP is available on Pro, Team, and Enterprise plans; REST API is Team and Enterprise only. [5]
Official pricing lists yearly access from $8.25/user/month, quarterly at $13/user/month, and Team at $199/year, with a trial. [11]
Free plan
Yes. [1]
Not confirmed for the agent/API use case in checked sources. [5]
Trial available; no long-term free research tier was confirmed on the pricing page. [11]
Library depth
281k+ real app screens, plus 20,000+ mobile app A/B tests for growth research. [1]
Mobbin publicly positions its MCP around 600,000+ real product screens. [5]
Official pricing page advertises unlimited flow recordings, emails, screens, and UI elements, plus 79,000+ screens. [11]
Platform coverage
iOS apps and marketing pages today; web-app flows are not available yet. [1]
Mobile apps, web apps, and websites. [5]
Web and mobile user flow recordings, screens, UI elements, and emails. [11]
MCP / API
Agent-first MCP setup across Codex, Claude Code, Cursor, Antigravity, hosted Claude connector paths, and other agentic platforms. [1]
Official remote MCP with OAuth on paid plans; official REST API on Team and Enterprise plans. [5]
No official MCP or API source was found in the checked sources. [11]
Agent readiness
Built for agents first, with skills that generate competitive analysis and large research reports. [1]
Strong among competitors because Mobbin has official MCP and API docs, but access is paid. [5]
Strong human research library, weaker than Lazyweb for direct MCP-first agent workflows unless accessed manually. [11]

Open in AI

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https://www.lazyweb.com/compare/lazyweb-vs-mobbin-vs-pageflows
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Source Notes

  1. 1. Lazyweb

    Lazyweb product page · lazyweb.com · Free design research library for agents, screenshots, app trees, and research workflows.

  2. 2. Lazyweb Research

    Lazyweb research page · lazyweb.com · Research reports built from real UI evidence and product patterns.

  3. 3. Lazyweb A/B testing agent

    Lazyweb product page · lazyweb.com · A/B testing agent positioning and mobile experiment library access.

  4. 4. Lazyweb MCP install

    Lazyweb setup page · lazyweb.com · Agentic setup path for Codex, Claude Code, Cursor, Antigravity, and other MCP clients.

  5. 5. Mobbin MCP & API documentation

    Official docs · docs.mobbin.com · Mobbin documents remote MCP and REST API access for AI tools and integrations.

  6. 6. Mobbin MCP introduction

    Official docs · docs.mobbin.com · Mobbin MCP is available on Pro, Team, and Enterprise plans.

  7. 7. Mobbin API quick start

    Official docs · docs.mobbin.com · Mobbin REST API is available on Team and Enterprise plans.

  8. 8. About Mobbin billing

    Official help center · help.mobbin.com · Mobbin billing docs describe subscription billing cycles and payment handling.

  9. 9. Mobbin MCP landing page

    Official product page · mobbin.com · Mobbin positions MCP around 600,000+ real product screens.

  10. 10. Reddit discussion: Mobbin MCP/API demand

    Reddit discussion · reddit.com · A community thread asked whether Mobbin had MCP/API access before the official docs became visible.

  11. 11. Page Flows pricing

    Official pricing page · pageflows.com · Page Flows lists pricing, free trial, unlimited flow recordings, emails, screens, and UI elements.

  12. 12. Reddit discussion: need full user journeys

    Reddit discussion · reddit.com · A UX thread asks for complete real-product journeys instead of isolated inspiration screens.