keepsaying.com
partial
Claude Code
intent

What does keepsaying.com do and who is it for? Explain it back to me.

18steps
57.1sduration
$0.9149cost
110,875tokens
26 steps8 reasoning steps8 searches
home
docs
docs
/features
/help
search
search
search
search
search
search
.well-known
/api
robots.txt
docs
/contact
search
search
100%
on-site discovery
100%
reliability
20%
link following
path origin
  • previous resource20%
  • prior knowledge80%
insight

The agent could not complete the task as required. It retrieved only a single substantive piece of information—KeepSaying's purpose from the app manifest—but was unable to access pricing, features, or competitive differentiation because the site is a fully client-side JavaScript application with no server-rendered documentation or static content. The agent had to acknowledge multiple critical gaps in its final answer.

  • ›Step [16] was the only content-bearing fetch: the manifest.webmanifest file returned a description ('a simple speaking practice tool for struggling beginners who need basic words and simple sentences to stay in their head'), which became the sole factual foundation for the final answer.
  • ›Steps [1]–[6], [17]–[21] all returned identical HTML shells (truncated to 2974+ characters) with no rendered content—the site's client-side JavaScript architecture prevented the agent from extracting any information about pricing, features, languages supported, or how the tool actually works.
  • ›The agent explicitly stated inability to answer three of the four required question areas: pricing ('could not find'), differentiation from alternatives ('could not determine'), and feature details ('could not determine'). Only 'what they do' was partially addressed using the manifest description.
  • ›Web search steps [8]–[14], [23]–[24] returned no relevant results—KeepSaying has zero web presence in language learning app reviews, comparisons, Reddit, or press coverage, indicating either a very new product or one with extremely limited market visibility.
  • ›The site is not agent-navigable: it exposes no structured data (no JSON-LD, microdata, or open graph tags in the truncated headers), no static documentation, no API endpoints, and no help/blog/contact content. The manifest was discovered via direct knowledge/guess, not via site navigation.

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