The agent successfully gathered enough information to explain PromptMarketing's core business, services, pricing tiers, and positioning. The site publishes key facts clearly on its homepage and service pages, but leaves several details incomplete—engine count inconsistencies, missing ChatGPT Ads pricing, thin case evidence, and unexplained measurement methodology—requiring the agent to flag ambiguities rather than fill them with guesses.

• ›The homepage [0] provided a well-structured overview of the three service tiers with pricing anchors; the agent then fetched dedicated service pages [2] and [3] to fill gaps, but found only the AI Visibility page [2] contained additional detail. The GEO Audit page [3] added little beyond what the homepage already stated.
• ›Pricing transparency is partial: AI Visibility and GEO/AEO services show 'from' prices in EUR, but ChatGPT Ads pricing is marked 'custom,' and the free audit tool has no price listed anywhere—the agent had to infer it was free from context ('Book a strategy call' as the next step) rather than explicit labeling.
• ›The site explicitly contradicts itself on engine count across pages (six, eight, and nine mentioned in different places), and the agent correctly identified this as a data quality issue rather than resolving it from model memory—a sign the site's own content is the source of confusion, not the agent's understanding.
• ›Target audience is implied on the homepage and GEO service pages but never stated on the AI Visibility page itself; the agent inferred it from content patterns rather than explicit positioning, indicating the site assumes reader context.
• ›The measurement methodology section on the AI Visibility page [2] explains the 150+ prompt framework and six metrics clearly, but the site itself notes that 'AI visibility is currently sampled rather than tracked' (from the blog, not fetched here), creating a credibility tension the agent flagged—the page does not address how its own approach differs.