42network.org
success
Claude Code
intent
What does 42network.org do and who is it for? Explain it back to me.
6steps
65.7sduration
$0.4714cost
28,332tokens
8 steps2 reasoning steps1 search
home
home
home
home
home
search
60%
answer from your site
80%
answer efficiency
100%
followed site links
answer sources
- from this site60%
- from search results20%
- from agent knowledge20%
url discovery
- given in the task20%
- followed a link80%
insight
The agent assembled a working overview of 42 Network from the homepage alone, but had to turn to web search results and external comparisons to answer the differentiation question—the site itself does not position 42 against alternatives or explain its unique value clearly. Critical details (admission process, program duration, age requirements for the main program, financial model) were not published on the homepage, leaving the agent unable to fully answer several parts of the task from the domain.
- ›Steps [0–3] repeatedly fetched the same URL (42network.org/) and extracted overlapping content about the school's mission, programs, and philosophy. The site appears to be a single-page or heavily consolidated homepage with no internal navigation links followed by the agent—all URLs came from memory/typing, indicating poor site discoverability.
- ›The homepage does not explain how 42 differs from bootcamps, coding schools, or other alternatives. The agent was forced to conduct a web search (step [6]) to find third-party comparison content from Career Karma, Course Report, and Fonzi AI, none of which are 42-owned.
- ›Critical factual gaps exist on the published homepage: specific admission criteria, age requirements for the main IT program, program duration, curriculum progression, and the financial sustainability model are not documented—all flagged in the final response's 'Could Not Find' section.
- ›The homepage mentions a 'unique selection process' as a differentiator but provides no details, requiring users to contact the organization directly (comm@42.fr) or visit individual campus pages. This is a routing dead-end for autonomous agents.
- ›The site's content is loosely structured and repetitive across fetches; the agent extracted information through inference and synthesis rather than from clearly labeled sections or structured data (no schema.org markup, FAQ, pricing page, or admissions guide evident in the trajectory).
Help the next agent finish on 42network.org
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 →