The agent assembled a comprehensive overview of TrainedApps by combining direct site fetches (homepage, pricing, features, templates) with external search results and market research. The site itself published core information (what it does, pricing tiers, feature names) in fetchable form, but lacked depth — no documentation, blog, or FAQ meant the agent had to infer credit mechanics and differentiation from fragments and competitor research. The task was satisfied despite heavy reliance on external sources and prior knowledge.

• ›Steps [0], [1], [4], [5] returned functional pages with pricing table and feature lists, but the HTML was client-side rendered (Next.js) and heavily truncated in the response, forcing reliance on prior knowledge to extract structured detail. The pricing page existed but credit semantics ('Builder Credits' vs 'Usage Credits') were not explicitly defined in the fetched content.
• ›Steps [6], [7], [10] (web searches) returned competitor comparisons and market positioning that the agent cited as sources for differentiation claims — TrainedApps' own site did not publish this comparative framing, so the agent had to synthesize it from external rankings and reviews.
• ›Failed probes ([2] /about, [3] /docs, [8] /blog, [9] /how-it-works all returned 404s) revealed a minimal public site structure. The agent worked around this by treating the homepage, pricing, features, and templates pages as the canonical sources, then filling gaps with web search and informed inference.
• ›The agent was forced to declare credit mechanics and target audience as inferred rather than directly stated — a sign that the site publishes feature names and tiers but not explanatory copy that clarifies use cases or credit behavior.
• ›Step [11] (external Zite article) was fetched to understand the competitive landscape but was cited as context for 'how it differs,' not as a primary source for what TrainedApps itself offers — indicating the agent successfully separated product definition (from trainedapps.com) from market positioning (from search + external reviews).