The agent successfully extracted what Made by Many does, who they serve, and how they differentiate—but the site offers no public pricing transparency, forcing reliance on the agent's analytical inference that engagement is bespoke. The site was navigable but pricing-opaque.

• ›Homepage and services pages clearly expose the six core disciplines (research, strategy, design, technology, innovation, data science/AI) and the 'rapid execution at enterprise scale' positioning—site_content from steps [2] and [6].
• ›Differentiation is well-articulated on the /about page (step [4]): speed (100-day MVPs), smaller teams, co-creative process, implementation focus, 18-year track record—all directly stated and not inferred by the model.
• ›Pricing is entirely absent across all fetched pages ([2], [4], [6])—no pricing tiers, packages, or engagement models disclosed. The agent correctly identified this as a gap and labeled it the 'biggest gap,' grounded in multiple null searches.
• ›The agent successfully navigated via site structure (homepage → /about, /services, /contact) but had to guess at /contact and /services URLs (40% URL-from-memory discovery), suggesting the site's navigation did not heavily surface pricing or engagement depth.
• ›The agent's final caveats about vague differentiation and limited case studies appear to be model-derived inference (not found in fetched content snippets), correctly marked as gaps rather than asserted as facts.