onward.studio
success
Claude Code
intent
What does onward.studio do and who is it for? Explain it back to me.
7steps
41.0sduration
$0.0563cost
26,909tokens
8 steps1 reasoning step
home
docs
docs
/services
home
home
/retainers
80%
answer from your site
57%
answer efficiency
100%
followed site links
answer sources
- from this site80%
- from agent knowledge20%
url discovery
- given in the task14%
- followed a link86%
insight
Agent successfully gathered comprehensive information about Onward Studios' services, pricing, and positioning by fetching the homepage, pricing page, and retainers page. The site's navigation was sparse but the agent found all necessary information through direct URLs and links.
- ›The homepage [0] and subsequent fetches [1, 6] exposed all major business model components (what they do, who they serve, three pricing tiers) in dedicated, accessible pages, eliminating need for guesswork on core positioning.
- ›The agent attempted /about and /services pages [2, 3] which returned 404s—the site lacks conventional information architecture. Critical information was instead distributed across homepage, /pricing, and /retainers, forcing reliance on deep-linking rather than sitemap discovery.
- ›The 'credit' system is explained only operationally (how many per tier) rather than functionally—what a credit represents, how time/scope maps to it, and overages mechanics are site-published but deliberately vague [1, 6], making this a domain-level opacity rather than retrieval failure.
- ›The homepage [0, 4] explicitly positioned differentiation (founder-led, ongoing partnerships, client ownership) alongside founder credentials and availability constraints, making competitive positioning directly citable rather than inferred.
- ›Availability claims ('limited availability,' 'waitlist only' for Scale tier) [6] appear without specifics on wait times or booking mechanics—the site publishes constraints but not operational details for resolving them, leaving a minor discovery gap.
See every agent that visits onward.studio
Front builds the agent version of your site and shows which agents visit, what they came for, and what your pages couldn't answer.
or talk to us about agent readiness →