The agent assembled a partial but substantive understanding of Headlights 20/20 USA as a mobile headlight restoration franchise, though the site itself does not publish pricing, competitor comparisons, or contract terms in machine-readable form. The agent filled gaps by consulting third-party franchise directories and comparing competitors, but the primary domain remains deliberately vague on financial details, forcing reliance on search results and the Franchise Disclosure Document.

• ›The site's own pages (homepage, /franchise-fees, /franchise-information) do not contain specific fee, investment, or royalty amounts in fetchable text; pricing appears only as an unreadable image on /franchise-fees or in a linked PDF. The contact page alone provides a single figure ($19,500 + 'modest' start-up costs), which conflicts with third-party listings.
• ›The agent successfully navigated the internal site structure (homepage → /franchise-fees → /franchise-information) but exhausted discoverable content without finding the required financial details; it then correctly pivoted to web search and third-party franchise directories (FranchiseHelp, Entrepreneur) to surface cost ranges and competitors.
• ›The site does not compare itself to alternatives or explain the difference between Master and Standard franchises, forcing the agent to infer competitive positioning entirely from external listings and model reasoning.
• ›Three unlinked or content-empty pages (FAQ, Mentoring, Emails) were listed in the main menu but either returned no text or were not fetched, representing dead ends on the site itself.
• ›The agent cited four sources in its final answer: two site pages (homepage, contact) and two third-party sources (FranchiseHelp, Entrepreneur), correctly attributing claims about company structure and features to site-fetched content while sourcing competitor names and cost ranges to external directories.