The agent successfully assembled a comprehensive explanation of vFlat by relying almost entirely on web search results and app store pages, since the primary website (vflat.com) is a minimal Wix landing page that does not expose product details, pricing, or feature information. The agent retrieved coherent answers about what vFlat does, who it serves, pricing structure, and competitive differentiation, but had to work around the site's limited self-disclosure and piece together details from secondary sources (app stores, review aggregators, Medium articles).

• ›The homepage (steps [1] and [8]) returned only Wix boilerplate HTML with no substantive product content—standard navigation paths like /pricing, /about, and /features all returned 404s, forcing the agent to search externally.
• ›Pricing and feature details came entirely from app store pages (Apple App Store [13], Google Play [14]) and third-party review/comparison sites (SoftwareSuggest [17], AlternativeTo [16])—not from vflat.com itself.
• ›The agent successfully identified vFlat's unique value (curve correction, two-page detection, finger removal for book scanning) by aggregating search results, but these differentiators were never explicitly stated on the main site.
• ›The desktop version (pc.vflat.com [23]) was discovered via search, not from the main site, and lacks clear feature/pricing alignment with the mobile app.
• ›Subscription model change (free-to-freemium friction) and stability issues emerged from app reviews [26] rather than being disclosed on marketing materials.
• ›The agent had to infer the target audience (students, researchers, musicians) from search snippets and app store descriptions, not from explicit positioning on the primary domain.