The agent assembled a solid high-level understanding of MGKCodes' positioning and capabilities from the homepage, projects, and contact pages, but had to acknowledge substantial gaps in the site's clarity around business model, pricing, and partnership criteria. The site is navigable but deliberately vague on commercial details, forcing the agent to flag ambiguities rather than resolve them.

• ›Homepage and projects pages explicitly stated the studio builds its own products 'from sketch to launch' in-house and is 'not chasing client volume,' but the site never clarifies whether client work is available, on what terms, or what 'partnerships' means—the agent correctly flagged this as confusing rather than inferring.
• ›No pricing page exists; the agent attempted /services and /about (standard paths) and both returned 404, confirming the site does not publish service rates or tiers in any discoverable form.
• ›The blog section was reachable but showed only one sample post about portfolio architecture; the agent did not have visibility into the full archive and correctly noted this gap rather than claiming what wasn't fetched.
• ›Contact page was the only resource offering direction (hello@mgkcodes.com, contact form), with social media links—the site surfaces ONE path to engagement but no pre-engagement qualification.
• ›The agent correctly traced its discovery: homepage was typed from memory (not surfaced by site structure), projects and blog were linked from homepage navigation, and attempted /services and /about were reasonable guesses that failed—showing the site's shallow URI structure.