The agent successfully compiled a comprehensive overview of appto.ai by accessing Polish-language pages (homepage, pricing, features, and competitor comparison) but had to work around the site's Polish-only presentation and incomplete pricing transparency. The site is moderately navigable for machine agents with guessable URL patterns, but pricing details required interactive configurators the agent could not fully access, and the absence of an English version limited accessibility.

• ›Steps [1], [5], [15], and [20] returned substantive Polish content that formed the basis of the agent's answer: the homepage explained the core value proposition (company-aware AI assistants), the pricing page outlined the credit-based model structure, the features page detailed integrations and capabilities, and the comparison page articulated differentiation from ChatGPT/Copilot. The agent directly cited all four in its Sources section.
• ›The agent discovered these pages through prior knowledge/direct guesses of URL patterns (/pl/cennik, /pl/funkcje, /pl/porownanie) rather than by following navigation links from the homepage, suggesting the site does not expose its main pages through visible navigation or internal linking that the agent could traverse.
• ›Critical pricing details (actual dollar/credit amounts, plan tier names, free trial availability) were NOT in the fetched HTML responses—the agent noted the pricing page exists but uses an 'interactive configurator' inaccessible to static fetches. This is a significant gap for a commerce intent: the agent could describe the pricing model but not the actual costs.
• ›The entire site is in Polish with no English fallback or language toggle visible in fetched content. The agent's attempts to access /en and English-named paths all returned 404s or Polish 404 pages, creating a hard wall for English-speaking agents despite the platform being marketed as a B2B SaaS product.