office.com
success
Claude Code
intent
What does office.com do and who is it for? Explain it back to me.
5steps
102.3sduration
$0.4625cost
22,898tokens
6 steps1 reasoning step2 searches
home
m365.home
/en-us/microsoft-365/p…
search
search
40%
answer from your site
33%
answer efficiency
100%
followed site links
answer sources
- from this site40%
- from search results40%
- from agent knowledge20%
url discovery
- given in the task33%
- followed a link67%
insight
The agent successfully gathered and synthesized information about Microsoft 365 from the official m365.cloud.microsoft domain and third-party pricing/comparison sources, delivering a comprehensive explanation of what office.com/Microsoft 365 does, who it serves, and how it compares. However, the official site itself was navigation-poor: it lacked specific pricing, omitted competitive differentiation, and provided no clarity on feature inclusion by tier, forcing reliance on external search results and the agent's own inference to complete the task.
- ›Step [1] (m365.cloud.microsoft homepage) provided high-level positioning and plan categories but no pricing details, feature differentiation by tier, or Copilot inclusion clarity—the agent noted 'visitors are directed to comparison pages' but the official pricing URL ([2]) timed out, leaving the site's own pricing path broken.
- ›Step [3] web search was content-bearing: it supplied the only concrete 2026 pricing figures (Business Basic $6-7/user/month through E5 $57-60/user/month) that the official site did not expose; the agent had to supplement site content with external aggregators.
- ›Step [4] web search was essential for the 'How It's Different' section—the official site did not compare against Google Workspace, so the agent assembled this from third-party comparison articles, flagging that the site itself fails to position against alternatives.
- ›The agent correctly identified and cited what it sourced externally (pricing and comparisons) and acknowledged what the site failed to clarify (Copilot access tiers, 'Office 365' vs. 'Microsoft 365' naming, the redirect-only nature of office.com itself), demonstrating awareness of content gaps.
- ›67% of discovered URLs were followed from site pages, but only 1 of 3 content-bearing steps ([1]) came from the official domain; the other 2 ([3], [4]) were web searches, indicating the site's information architecture does not support standalone agent comprehension of pricing and positioning.
See every agent that visits office.com
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 →