Lazyweb
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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.

Updated June 2026

Quick Verdict

Lazyweb · lazyweb.com

Free, agent-first design research library with app trees, Design.md-style app files, and screen-version history.

Price: Free. [1]
Library: 281k+ real app screens across iOS apps and marketing pages.
Agent access: Agent-first MCP setup across Codex, Claude Code, Cursor, Antigravity, hosted Claude connector paths, and other agentic platforms.

Mobbin · mobbin.com

A large, curated library of real shipped iOS, Android, and web app screens and step-by-step user flows for benchmarking UI patterns.

Price: Freemium — limited free tier; Pro from ~$10/mo and Team ~$12/seat/mo (both billed yearly, prices localized by region); Enterprise custom. 50% student discount. [4]
Library: Very deep: 621,500+ real shipped screens and 142,200+ user flows across 1,000+ apps (first-party, May 2026), with flows organized as complete journeys, not loose screenshots.
Agent access: Official MCP server (OAuth, Streamable HTTP, currently in beta) plus an official REST API. MCP needs any paid plan; REST API is Team/Enterprise only. Neither works on the free tier.

Pageflows · pageflows.com

A paid, human-curated library of annotated screen-recording videos showing real user flows from leading iOS, Android, web, and email apps.

Price: Paid only — Yearly $99/yr (~$8.25/mo), Quarterly $39/qtr, Team $199/yr (3 seats, expandable to 10). Entry requires a non-refundable $2.95 3-day trial. [25]
Library: The current site publishes no hard catalog count; the only primary figure is "1,000+ apps." Third-party flow/screen counts circulate but conflict (300+ to 100,000+) and can't be verified.
Agent access: No official MCP or public API. None of its pages mention one, and the MCP registry returns zero results; only an unrelated Webflow server surfaces in searches.

Side-by-side Table

CriterionLazywebMobbinPageflows
Best for Use Lazyweb when your AI agent needs to research real product patterns before designing. [1]Use Mobbin when you need a deep, curated catalog of real iOS/Android/web screens and full multi-step flows, and you (or your agent) have a paid plan for its MCP or API. [4]Use Page Flows when a human designer or PM wants to watch annotated video walkthroughs of how leading apps handle end-to-end flows and is willing to pay a subscription. [25]
Pricing Free. [1]Freemium — limited free tier; Pro from ~$10/mo and Team ~$12/seat/mo (both billed yearly, prices localized by region); Enterprise custom. 50% student discount. [4]Paid only — Yearly $99/yr (~$8.25/mo), Quarterly $39/qtr, Team $199/yr (3 seats, expandable to 10). Entry requires a non-refundable $2.95 3-day trial. [25]
Library depth 281k+ real app screens across iOS apps and marketing pages. [1]Very deep: 621,500+ real shipped screens and 142,200+ user flows across 1,000+ apps (first-party, May 2026), with flows organized as complete journeys, not loose screenshots. [4]The current site publishes no hard catalog count; the only primary figure is "1,000+ apps." Third-party flow/screen counts circulate but conflict (300+ to 100,000+) and can't be verified. [25]
Platform coverage iOS apps and marketing pages today; web-app flows are not available yet. [1]iOS, Android, and web apps, with version toggles per product and ~18 categories. "Web" means web-app UI; there is no dedicated marketing-website or email-design gallery. [4]Covers iOS, Android, Web, and Email — including full recorded flows of web/SaaS apps (CRM, checkout) and marketing-page screens, not just mobile. [25]
MCP / API Agent-first MCP setup across Codex, Claude Code, Cursor, Antigravity, hosted Claude connector paths, and other agentic platforms. [1]Official MCP server (OAuth, Streamable HTTP, currently in beta) plus an official REST API. MCP needs any paid plan; REST API is Team/Enterprise only. Neither works on the free tier. [4]No official MCP or public API. None of its pages mention one, and the MCP registry returns zero results; only an unrelated Webflow server surfaces in searches. [25]
Agent readiness Built for agents first, with skills that generate competitive analysis and large research reports. [1]Genuinely agent-ready: the official MCP returns screen images, annotations, and metadata with natural-language search inside Claude Code, Cursor, Codex, and v0 — but only with a paid, authenticated account. [4]Low for agents. With no MCP, API, or data export and a login-gated video library, an AI agent can't query, filter, or pull references programmatically — only fetch public marketing pages. [25]

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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 MCP install
    Lazyweb setup page · lazyweb.com · Agentic setup path for Codex, Claude Code, Cursor, Antigravity, and other MCP clients.
  4. 4. Mobbin MCP page
    Official MCP/API docs · mobbin.com · First-party confirmation of the official MCP server: endpoint api.mobbin.com/mcp, 621,500+ screens, supported tools (Claude Code, Cursor, Codex, v0), and 'available on Pro & Team plans / included in all paid plans.'
  5. 5. Mobbin API Quickstart
    Official MCP/API docs · docs.mobbin.com · Confirms official REST API: base https://api.mobbin.com, POST /v1/screens/search, Bearer token from Settings > API Keys, Team/Enterprise only.
  6. 6. Mobbin Launches MCP Server (BusinessWire press release)
    Official product page · businesswire.com · Authoritative launch announcement dated 2026-05-11 with the 621,500 screens figure and supported AI tools.
  7. 7. Official Mobbin MCP server repo
    Official docs · github.com · First-party GitHub repo confirming endpoint api.mobbin.com/mcp and Streamable HTTP transport.
  8. 8. Mobbin reviews (Product Hunt)
    Product Hunt · producthunt.com · Designer sentiment: time-saver for benchmarking, flow organization praised; discovery/search and pricing complaints.
  9. 9. Mobbin Review 2026 (CoolCuration)
    Third-party review · coolcuration.com · Detailed pricing breakdown (free tier limits, Pro ~GBP 8/mo yearly, Team ~GBP 10/seat/mo, 50% student discount), 4/5 rating, strengths/weaknesses incl. 'mobile app lags web' and 'free tier intentionally restrictive.'
  10. 10. Mobbin reviews on Trustpilot
    Review site · trustpilot.com · Thin, about 3.2 of 5 from 4 reviews, dark-pattern billing; Cloudflare-blocked, confirmed via search.
  11. 11. 10 Mobbin alternatives 2026 (toolworthy)
    Blog · toolworthy.ai · Surfaces the 4x legacy price-hike backlash from Reddit r/UXDesign mid-2025, secondhand, pushes free rivals.
  12. 12. Mobbin Docs - MCP & API
    Official MCP/API docs · docs.mobbin.com · Confirms two official access methods: MCP (OAuth) on Pro/Team/Enterprise, and REST API (API key / Bearer) on Team and Enterprise only.
  13. 13. Mobbin pricing page
    Official pricing page · mobbin.com · Official pricing source (blocked to automated fetch but confirmed via search snippet and corroborating reviews): free, Pro, Team, Enterprise tiers.
  14. 14. Mobbin homepage
    Official product page · mobbin.com · Establishes positioning ('largest mobile & web app design reference library') and iOS/Android/web coverage with searchable screens, elements, and flows.
  15. 15. Mobbin Launches MCP Server (Yahoo Finance syndication of BusinessWire)
    Press release (syndicated) · finance.yahoo.com · Bot-fetchable mirror of the BusinessWire release (which 403s/times out to automated fetch). Confirms first-party 621,500+ screens, 142,200+ flows, 'available now on all paid plans,' and 'Currently in beta. Feature access and availability may change.' Use this to anchor the flow count at 142,200+ (not 130,200+).
  16. 16. Mobbin Launches MCP Server (Morningstar syndication)
    Press release (syndicated) · morningstar.com · Second reputable syndication of the same BusinessWire release; useful redundancy given the primary BusinessWire URL is unreliable to automated fetch.
  17. 17. Mobbin pricing (Vendr marketplace)
    Directory listing · vendr.com · Secondary, USD contract-based estimates (~$20/$40 per-seat tiers, ~$4,000 ACV) that differ from official self-serve list prices; treated as negotiated/SMB benchmark.
  18. 18. Mobbin MCP entry (a2a-mcp.org)
    Directory listing · a2a-mcp.org · Secondary confirmation of 621,500+ screens, 130,200+ flows, 1,651+ apps and MCP capabilities.
  19. 19. Build Great Products - Mobbin
    Directory listing · buildgreatproducts.com · Confirms iOS, Android & Web platform coverage.
  20. 20. Mobbin Reviews, Pricing & Alternatives (Toolradar 2026)
    Third-party directory/review · toolradar.com · Independent corroboration of self-serve list prices: Pro $10/mo, Team $12/member/month, Enterprise contact sales; and free-tier limits (latest ~4 apps/4 sites). Helps confirm pricing while the official pricing page is 403 to bots.
  21. 21. Mobbin promo/pricing (Secret)
    Third-party review · joinsecret.com · Secondary confirmation of Pro pricing and yearly discount.
  22. 22. Unofficial Mobbin MCP (pdcolandrea, archived)
    Third-party review · github.com · Documents the pre-official community MCP and its tool names; now archived with an explicit pointer to the official server and the note that 'Mobbin has no public API' (true only before official launch).
  23. 23. Hacker News, Mobbin as benchmark
    Hacker News · news.ycombinator.com · Passing references only, mildly positive, no pricing or quality debate.
  24. 24. X, designer switches to Refero
    X · x.com · Concrete defection signal, via search snippet since X fetch is blocked.
  25. 25. Individual Subscription Plans — Page Flows
    Official pricing page · pageflows.com · Primary source for exact pricing: $2.95 non-refundable 3-day trial; Yearly $8.25/user/mo billed $99/yr; Quarterly $13/user/mo billed $39/qtr; Team $199/yr; all plans 'unlimited' access. No free tier.
  26. 26. Sign Up — Page Flows
    Official product page · pageflows.com · States 'Full access to 1,000+ apps'; confirms subscription gating. No mention of API/MCP/export.
  27. 27. Page Flows Reviews | Trustpilot
    Review site · trustpilot.com · 4.6/5 across 57 reviews (88% 5-star). High average is partly solicited/templated, but the credible 1-star cluster (~7%) is the strongest organic signal: auto-converting trial charges a full quarter, refunds denied, no invoices/renewal reminders. Also the clearest positive use case (team alignment in planning meetings). “I canceled my subscription within the 3-day trial period, but I was still charged for a full 3-month subscription and my refund request was denied. On top of that, my access has now been deactivated.”
  28. 28. Page Flows — Product Hunt (product page)
    Product Hunt · producthunt.com · 89 followers, 1 review, 1.0/5 rating — the only first-hand public review signal.
  29. 29. Page Flows Reviews — Read 211 Genuine Customer Reviews | Reviews.io
    Review site · reviews.io · 4.8/5 across 211 reviews, 100% recommend. Verified firsthand: praise centers on clean UI and time savings; mild criticism on search filters and per-flow depth. Maker replies are 'identical or near-identical' across reviews — a templated/solicited pattern, so treat the average as partly company-driven. “Navigation is simple but I feel like search filters could be improved a bit.”
  30. 30. Show HN-style thread: founder on running pageflows.com
    Hacker News · news.ycombinator.com · The one substantive organic thread. Outside commenters reacted positively to the concept; two contrasting-but-real pricing reactions; and the founder candidly disclosed high churn — the most credible non-review community signal. “Quite a low priced product with decently high churn, so I've been trying to find ways to increase the value”
  31. 31. Page Flows vs Mobbin (SaaSHub)
    Review site · saashub.com · Aggregates lukewarm-positive Reddit-sourced snippets ('can definitely spark ideas') and shows Page Flows with slightly lower social share-of-voice than Mobbin (10 vs 15 mentions). Useful as a measured, non-effusive read. “Page flows is pretty useful. Seeing how other tools solved for similar workflows can definitely spark ideas.”
  32. 32. Official MCP Registry - search API (pageflows)
    Official MCP/API docs · registry.modelcontextprotocol.io · Direct registry search endpoint returning an empty servers array (count 0) for 'pageflows' — stronger primary evidence for mcpApi=none than the registry homepage the researcher cited.
  33. 33. Official MCP Registry
    Official MCP/API docs · registry.modelcontextprotocol.io · Checked for a Page Flows MCP server; none found, supporting status=none.
  34. 34. Page Flows — Home
    Official product page · pageflows.com · Positioning ('UI/UX Inspiration from Real User Flows'), platform coverage (iOS/Android/web/email), and soft scale claims ('100,000+ designers', '10,000+ brands'). No API/MCP mentioned.
  35. 35. UI/UX Design Inspiration for Apps and Websites — Page Flows (Learn More)
    Official docs · pageflows.com · Confirms iOS/Android/web/email coverage and content types; no hard flow/screen counts; no API/MCP.
  36. 36. Web CRM Flow — UX Examples | Page Flows
    Official product page · pageflows.com · Evidence that web/SaaS-app flows are covered, not just mobile.
  37. 37. Unique Website Screens & UI Inspiration (pricing-plans) — Page Flows
    Official product page · pageflows.com · Shows website/marketing-page screen coverage.
  38. 38. Screenlane and Page Collective Rebrand to Page Flows
    Official press release · prnewswire.com · Confirms Page Flows = merger of Screenlane (screenshots) + Page Collective (flows), rebranded July 10, 2024; CEO unnamed; no library-size figures.
  39. 39. PageFlows Reviews, Pricing & Alternatives (2026)
    Directory listing · toolradar.com · Secondary confirmation of pricing/platforms; lists generic SaaS integrations (Slack/Notion/etc.) but no API or MCP; '0 reviews tracked.'
  40. 40. Top 10 Page Flows Alternatives & Competitors (2026)
    Directory listing · g2.com · Confirms competitive set (Mobbin, UI Garage, Mobile Patterns, etc.); no API/MCP claims.
  41. 41. PageFlows - Explore real-world UI/UX design flows | SimilarLabs
    Third-party directory · similarlabs.com · Useful as a CAUTIONARY corroborator on library depth: it claims '100,000+ recorded flows' and '500+ annotated UI elements' (launched Mar 29, 2025), which directly conflicts with the '20,000+ flows / 79,000+ screens' and '300+ apps' figures elsewhere — concrete evidence that third-party library-size numbers for Page Flows are inconsistent and should not be published as fact.
  42. 42. Page Flows — Product Hunt reviews
    Product Hunt · producthunt.com · Full text of the single negative review (trial/billing dispute; user switched to Mobbin).
  43. 43. Page Flows 2.0 reviews on Product Hunt
    Product Hunt · producthunt.com · The 2.0 launch holds an aggregate 4.8/5 across 24 reviews, framing it as a useful design-inspiration reference for refreshing designs and breaking creative block — the positive launch-era counterweight to the current 1.0 product-page review. “rated it 4.8/5 based on 24 reviews”
  44. 44. Page Flows — Plus UI Design
    Third-party review · plusuidesign.com · Secondary source citing '300+ top apps'; contrasts Screenlane (screenshots) vs Page Flows (full journey). No API/MCP.
  45. 45. Best Mobbin Alternatives (Toolworthy)
    Blog · toolworthy.ai · SEO 'Mobbin alternatives' listicle, but it captures the single most-repeated genuine differentiation theme (video flows vs static screenshots) and the favorable pricing framing vs Mobbin. Promotional in tone — weigh accordingly. “Mobbin shows you the destination, Page Flows shows you the trip.”
  46. 46. Page Flows Review: A Smarter Way to Learn UX (GeekVibesNation)
    Blog · geekvibesnation.com · Affiliate-flavored but detailed editorial review; strongly positive on the real full-screen flow videos (Uber, Netflix, Shopify) and on focus over breadth. Treat as favorable/promotional, not neutral. “It's not a tool that tries to do everything—it just does one thing better than the rest.”