Agent successfully retrieved and synthesized Pomniya's core positioning (event-based shared photo albums via QR/link) from the homepage and pricing page. Site was minimally navigable—pricing page explicitly stated paid features are not yet implemented—forcing the agent to fill competitive differentiation gaps using prior knowledge of WedUploader, Memento, and Google Photos rather than site-sourced comparisons.

• ›Homepage [1] and pricing page [2] were the only content-bearing fetches; both were reached by direct URL or link-following, not discovery. The site itself did not surface competitor positioning or differentiation.
• ›Pricing information is genuinely incomplete on-site: step [2] explicitly states 'the paid scenario and actual payment are not yet connected,' preventing the agent from delivering a complete pricing/monetization explanation.
• ›Agent attempted two web searches [4] and [5] to fill the competitive gap, but results did not contain Pomniya-specific comparisons; the agent reconstructed differentiation from generic knowledge of WedUploader, Memento, and similar services—not site-supplied facts.
• ›Site is entirely in Russian with no English option and no international positioning, yet agent inferred 'apparent focus on Russian/Eastern European market' without explicit site confirmation—this is model inference, not retrieved fact.
• ›Agent correctly flagged three key missing pieces (incomplete pricing model, no explicit competitor discussion, language/geographic limiting) as confusing, showing awareness of what the site failed to surface.