The agent successfully assembled a comprehensive explanation of Conveo's positioning, target users, and key differentiators by piecing together information from the homepage, product page, and comparison articles. However, pricing information was largely unavailable on the site itself—the agent had to rely on external third-party sources (cited but not fetched in the trajectory) and educated guesses, as Conveo's pricing page returns 404 and their ROI calculator is broken. The site is moderately navigable for discovery and positioning, but deliberately opaque on commercial terms.

• ›The homepage [1] and product page [11] clearly positioned Conveo's core value (AI-moderated interviews, end-to-end workflow, speed vs. traditional research) and target users, but contained no pricing, cost structure, or business model details.
• ›Conveo publishes competitive comparison pages [7, 14] that explicitly surface their differentiators vs. Outset and UserTesting—these were discoverable via search and directly useful for the 'how it's different' section of the task.
• ›Pricing information was NOT published on conveo.ai in a machine-readable form. The agent found external third-party pricing guides (UserIntuition, G2) through web search [9], not from Conveo's own site. The `/pricing` endpoint returns 404 [6] and the ROI calculator at `roi.conveo.ai` is incomplete [12], forcing the agent to cite non-primary sources for cost estimates.
• ›The site's structure (Framer-built, heavy on insights/comparison content) makes discovery of what Conveo does easy, but the absence of public pricing, customer testimonials, or case studies suggests intentional enterprise-sales gating on commercial terms.
• ›The agent successfully completed the task despite these gaps by acknowledging them explicitly—classifying the pricing section as 'confusing' and noting the broken calculator. This transparency helped rather than hurt the final explanation.