specific.ai
success
Claude Code
intent
What does specific.ai do and who is it for? Explain it back to me.
6steps
29.8sduration
$0.0597cost
19,309tokens
8 steps2 reasoning steps1 search
home
home
docs
search
home
home
80%
answer from your site
80%
answer efficiency
100%
followed site links
answer sources
- from this site80%
- from agent knowledge20%
url discovery
- given in the task20%
- followed a link80%
insight
The agent successfully extracted what Specific AI does, who it serves, and how it positions itself from the homepage, but encountered a significant transparency gap: pricing is not published on the site. The agent filled in only what the site explicitly stated and clearly flagged what was absent.
- ›Pricing page does not exist (404 at /pricing in step [5]); the site provides no public pricing information, forcing reliance on direct contact CTAs. This is a notable gap for a discovery-evaluation task.
- ›All substantive answers came from a single page (the homepage fetched in steps [1–4]). The site does not surface dedicated subpages for pricing, competitors, use cases, or technical details; the agent had to extract and reorganize homepage content.
- ›The agent relied on model memory to articulate what was 'missing' in section 4, since no alternative product pages or competitor comparisons were fetched or available. The confusions flagged are valid but not sourced from retrieved content.
- ›The homepage is content-rich and clearly written (benefits, use cases, metrics, customer segments all present), but structured for human reading rather than agent-parseable format (no pricing API, no JSON-LD, no linked docs).
- ›Web search for pricing (step [6]) returned generic AI pricing guides, not Specific AI's own pricing, confirming that pricing is simply not published anywhere online and must be obtained by contacting the company.
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