The agent successfully assembled a comprehensive explanation of Fish Audio's positioning, pricing, and differentiation from ElevenLabs, but had to work around a fragmented website architecture to do so. The main site's pricing page (fish.audio/pricing) returned a 404, forcing the agent to rely on web search to find the correct URL (fish.audio/plan) and to piece together feature details from marketing pages and third-party comparisons rather than dedicated feature documentation. The agent delivered a satisfactory answer despite the site's poor discoverability of core business information.

• ›Step [4] (fish.audio/plan) was the only successful fetch of official pricing information; it contained the tier names, prices, and credit amounts needed for the pricing section of the answer.
• ›Step [8] (fish.audio/elevenlabs-alternative) returned marketing content directly comparing Fish Audio to ElevenLabs, surfacing the cost and feature differentials that form the core of the competitive analysis.
• ›The site failed to surface pricing via the standard /pricing URL (step [1] returned 404), requiring the agent to search for the correct route (/plan). This indicates poor URL structure or navigation discoverability.
• ›Official documentation at docs.fish.audio (step [5]) did not appear in the agent's cited sources, suggesting that detailed feature lists and emotion tags were not readily available in structured form from the primary documentation site.
• ›The agent had to rely on web search results (steps [3], [6], [7], [9]) to discover the main content pages and construct the full picture; no single official page contained all required information (what, for whom, pricing, vs. competitors).
• ›The homepage and plan page appear to be Next.js/JavaScript-heavy with minimal semantic HTML, limiting the extractable content without rendering; agent noted this as a friction point for machine readability.