The agent successfully gathered enough to explain Herald Labs' positioning, offerings, and philosophy, but the site deliberately obscures commercial and operational details. The platform is transparent about what they believe but opaque about pricing, team, proof, and engagement mechanics—forcing reliance on the application process to close gaps.

• ›All substantive information came from the homepage and /missions page fetched directly; the site's own content was sufficient to answer the 'what they do' and 'who it's for' parts, but intentionally sparse on pricing and proof.
• ›The site publishes no pricing, case studies, team bios, or founder information—these gaps are structural, not accidental. The agent correctly identified this as a confusing absence rather than a retrieval failure.
• ›The agent correctly inferred that Entity is a product they've built but did not determine whether it's for-sale, open-source, or only available to clients—the site does not disambiguate this.
• ›The web search (step [4]) returned mostly irrelevant results (other AI companies with similar names) and did not help resolve any confusion about labs.theherald.co itself, confirming the site is not well-indexed for pricing or third-party coverage.
• ›The agent did not follow the 'Connect' or application form mentioned on the site, which might have revealed engagement models and pricing tiers; this represents a navigable but incomplete exploration of the site's own surfaces.