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You see intent data everywhere in B2B growth plans. Vendors promise earlier visibility, better timing, and sharper targeting. The pitch sounds simple. Find in-market accounts, build custom audiences, and push outreach faster.

That logic breaks when you treat intent as a shortcut. Intent works best as signal input, not shortcut. If you ignore buyer context, third-party data points to activity without telling you who matters, why interest is rising, or how your team should respond.

That gap matters more now. According to Forrester, 73% of purchases involve three or more departments, with an average of 13 internal stakeholders. Intent at the account level tells you something is happening. It does not tell you which people shape the decision.

For revenue teams, that is the core problem. You do not need more signals alone. You need buyer context that turns third-party data into coordinated buying team activation.