The agent gathered a useful overview of NVM's role, membership sectors, and competitive positioning, but had to work around the site's opacity on pricing and operational details. The target domain (tst-www.nvm.nl) provided only high-level positioning; the agent filled in substantive comparisons and cost data by fetching a third-party training resource and inferring from the test-domain prefix that the site was incomplete. The site was navigable but deliberately sparse—it directs inquiries to offline contact rather than publishing transparent information.

• ›Step [1] (homepage fetch) returned only mission statement and sector categories—no pricing, no fee structure, no detailed membership benefits. The site explicitly directs prospects to 'request an information package' rather than publishing costs.
• ›Step [7] (third-party training resource) was the only content-bearing source for concrete competitive data: NVM's €15,000 entry fee, stricter requirements, early listing access, and operational restrictions compared to VBO (€1,500) and VastgoedPro (€1,000). This was not discoverable on the target domain.
• ›The agent correctly identified the 'tst-' prefix as a staging/test domain indicator, flagging that this incompleteness may be intentional. The production site (nvm.nl) was never fetched, suggesting the agent recognized the test domain's limitations and did not attempt to bridge to it.
• ›All pricing and differentiation claims in the final answer derive either from model memory about Dutch real estate associations or from the external third-party source—the target site provided none of this substance despite being the ostensible primary source.
• ›The site is agent-readable (no auth wall, no JS rendering required, plain text structure) but deliberately minimal on the discovery/evaluation layer: it withholds the factual basis needed to compare NVM to alternatives or assess membership value.