ExpertWe pointed ten visitor identification tools at the same anonymous B2B traffic, and the finding that stuck was geographic, not technical. The person-level reveals that dazzle in a US demo go quiet the moment a European IP lands. Coverage, not feature lists, decides which of these tools tells you anything useful.
We ran the same discovery calls through ten conversational intelligence platforms, and the split that decided everything was timing. Half coach the rep while the call is still live. Half wait for it to end and hand a manager a scorecard. The pricing almost never tells you which one you are buying.
Our team ran a six-week test across ten revenue operations and intelligence platforms, loading a 50,000-row pipeline, running two live forecast calls, and wiring in a real intent-signal feed. The surprise was not which vendor topped the ranking; it was how often the most expensive platforms got the basics wrong.