othello.ai
success
Claude Code
intent
What does othello.ai do and who is it for? Explain it back to me.
16steps
76.6sduration
$1.1643cost
174,915tokens
19 steps3 reasoning steps9 searches
home
docs
search
docs
info.home
search
/company
search
/integrations
search
/overview
search
search
search
search
search
29%
on-site discovery
71%
reliability
14%
link following
path origin
- previous resource14%
- web search71%
- prior knowledge14%
insight
The agent successfully gathered enough information to answer most of the task, but had to work around the site's lack of public pricing disclosure. Step [11] (info.othello.ai/overview) provided the core product description (real-time sales coaching with live desktop guidance), and step [15] surfaced a news article comparing Othello to competitors. The site's marketing pages are sparse on technical detail and integration specifics, forcing the agent to rely heavily on external press coverage and inferred positioning rather than native documentation.
- ›Step [11] returned the only substantive product description on the site itself: 'real-time sales coaching software that guides reps live during the call, surfacing the next discovery question, objection response, and battlecard in the moment.' All other detail came from external news sources the agent had to search for.
- ›Pricing information was entirely absent from the site; the agent declared this explicitly in the final response and noted the 'contact sales' model only as an inference. This is a critical gap for a discovery-evaluation task.
- ›The site provided no competitive differentiation messaging; the agent assembled the Othello vs. Gong vs. Salesforce comparison by synthesizing a news article (step [15]) with prior knowledge. No integration details, use cases, or feature lists were published on the site itself.
- ›Most content-bearing steps were actually external press articles (steps [15] mentioned in sources), not the site's own pages. The site itself (othello.ai and info.othello.ai) returned only minimal marketing copy—the agent had to rely on web search to build the answer.
- ›The agent encountered multiple 404s (steps [3], [9]) suggesting incomplete site navigation or broken URLs, indicating poor structural findability within the domain itself.
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