fieldwork.news
success
Claude Code
intent
What does fieldwork.news do and who is it for? Explain it back to me.
7steps
36.9sduration
$0.0777cost
23,937tokens
8 steps1 reasoning step
home
docs
docs
home
/comparisons
/guide/signal-vs-teleg…
/methodology
80%
answer from your site
57%
answer efficiency
100%
followed site links
answer sources
- from this site80%
- from agent knowledge20%
url discovery
- given in the task14%
- followed a link86%
insight
The agent satisfied the core task by retrieving and synthesizing information about Fieldwork's purpose, audience, pricing, and differentiation from four content-bearing pages; however, the site had incomplete infrastructure (broken comparison URLs and missing funding details) that forced the agent to acknowledge gaps rather than fill them comprehensively.
- ›Homepage [0] and /about [1] directly supplied the core positioning: Fieldwork fills a gap between generic security guides and feature-focused tool sites by evaluating the 'other 80%' of journalists' daily tools.
- ›/methodology [4] provided transparent, verifiable differentiation criteria (journalist-centric evaluation, open data, no commercial bias, accountability mechanisms) that the agent properly distinguished from generic tool review sites.
- ›Pricing was unambiguously free/nonprofit: stated explicitly across multiple pages with 'no tracking, no gates, no affiliate links,' making the 404 on /pricing [2] a non-blocker for answering the task.
- ›The agent correctly identified structural gaps—comparison pages [5] and [6] returned 404s despite being referenced in the homepage [3]—and candidly reported them as 'under development' rather than inventing content.
- ›Funding sustainability and team names were genuinely absent from fetched content (only an advisor board mentioned as 'to be announced'), and the agent attributed this to model memory rather than claiming it came from the site.
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