Agent successfully gathered core information about Liara's service, pricing, target audience, and positioning by fetching the homepage and dedicated pages. However, the site's heavy Persian focus and missing or broken English paths (404 errors on /en/ routes) forced the agent to guess URLs and type from memory rather than following the site's navigation structure; the agent also had to infer competitive positioning since Liara offers no official comparison page.

• ›Site's primary content (homepage, pricing, about) was fetchable and information-rich, but only accessible via root-level URLs without /en/ prefix — the agent discovered this via trial-and-error (404s on /en/pricing, /en/about) rather than being guided by the site's navigation.
• ›No official competitor comparison exists; agent attempted liara.ir/compare (404) and then resorted to web search, which returned generic Heroku/Vercel alternatives but no mentions of Liara itself, forcing the agent to infer differentiation from Liara's own features.
• ›Pricing is stated entirely in Iranian toman with no currency converter or USD equivalent on the site; agent could only report raw numbers, limiting utility for international readers.
• ›The site's navigation structure appears to have language-specific paths (/en/) that don't work, despite the homepage claiming English support — a structural friction point that caused multiple 404s before the agent switched to typing URLs from memory.
• ›The agent's final response about competitive positioning relies partly on model knowledge of Heroku/Vercel (not fetched or cited) combined with Liara's own feature claims; the claim that Liara is 'Iranian-focused' is inferred from toman pricing and data center mentions, not explicitly stated in fetched content.