The agent gathered a coherent explanation of Bolten's business model, pricing, and positioning despite the primary domain being inaccessible (403 error). It assembled the answer from third-party review sites and GitBook documentation, then flagged genuine gaps (main website unreachable, pricing currency inconsistencies, free vs. paid ambiguity) rather than filling them from model memory.

• ›Primary domain (bolten.io) returned 403 Forbidden, forcing the agent to rely entirely on search results and external sources. The agent acknowledged this constraint explicitly.
• ›GitBook documentation [step 6] was the only site-owned content successfully fetched and was the most reliable source for pricing detail, revenue models, and product breakdown—but it's hosted off-domain and required search discovery.
• ›Third-party review sites (SoftwareSuggest, ProductHunt) [steps 7–8] provided complementary but inconsistent information: ProductHunt emphasized 'free' positioning while SoftwareSuggest listed $30+ pricing, creating genuine confusion the agent correctly surfaced.
• ›The agent did not attempt to access any alternate routes to the main website (no robots.txt check, no subdomain variants), so the 403 error was not worked around—it was treated as a hard block and circumvented via search.
• ›Pricing was scattered across currencies (R$ in docs, USD in reviews) and use cases (partner tier vs. end-customer tier), which the agent clearly articulated but could not fully resolve from available fetches, correctly flagging this as a confusing gap rather than speculating.