codewrights.io
success
Claude Code
intent
What does codewrights.io do and who is it for? Explain it back to me.
6steps
26.6sduration
$0.1751cost
18,759tokens
7 steps1 reasoning step
home
/services
docs
docs
/case-studies
docs
80%
answer from your site
50%
answer efficiency
80%
followed site links
answer sources
- from this site80%
- from agent knowledge20%
url discovery
- given in the task17%
- followed a link67%
- guessed the URL17%
insight
Agent successfully assembled a coherent explanation of Codewrights' positioning, services, and business model from the homepage, services, and about pages. The site is reasonably navigable but deliberately opaque on pricing and sparse on supporting materials (case studies, blog).
- ›Pricing page (step [3]) returned 404; the final response correctly notes that 'pricing is deliberately not published' based on content from steps [0] and [1], not from a dedicated pricing page — the site publishes this choice as part of service descriptions, not as a barrier.
- ›Case studies and blog (steps [4], [5]) are unavailable (404s), but the agent was able to ground its answer without them by drawing sufficient detail from the core pages; the final response acknowledges these as gaps rather than falsifying their contents.
- ›Founder background (step [2]) provides credibility anchors (20 years of industrial experience, direct access to Naveed Kakal) that were material to differentiators — site surfaces this via the /about page, making identity clear.
- ›The agent guessed at /pricing, /case-studies, and /blog URLs rather than discovering them via navigation — these are standard paths, but the site does not link to them, suggesting they may not exist or are intentionally hidden.
- ›Core positioning (custom software + integration-first + single partner + no vendor lock-in) is consistently stated across three pages ([0], [1], [2]), making the answer robust despite limited surface area.
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