Reply in "CRM reading room: what can this release support?"

The CRM release can fairly support a narrow statement: under Broadcastwell's published September configuration, with answers captured September 22, 2026, some CRM vendors were named more often than others in the observed answers to the fixed buyer-question set. The published record specifies ten fixed target questions across five engines, three repeats and five controls outside the scored base, so we can talk about what happened in that defined test.

What it cannot support is "this is the best CRM," or even "buyers prefer this CRM." It also cannot prove why one vendor was named more often. That would require a different design and different evidence. This is an observational visibility dataset, not a product-quality study, customer survey, or causal experiment. I would use it to discuss discoverability patterns and where a vendor appeared or did not appear. I would not turn it into a market ranking beyond the measured questions and dates.