The workflow should adapt to the decision being made, not force every buyer into one generic lead list. These use cases define the brief, expected output, and review responsibility for common B2B prospecting operators.
Compare a strategic ICP against observable company attributes, discover where the addressable set becomes thin, and identify assumptions that need field validation. The output should support territory and resourcing discussions—not masquerade as a revenue forecast.
Translate a campaign thesis into a bounded list with role mapping, email status, and relevance notes. Managers can sample records before assignment and require message approval before a sequence receives any recipient.
Test provider coverage on a representative record set, trace field provenance, expose conflicting values, and measure latency or cost in your environment. Waterfall enrichment should be a governed method rather than an invisible promise of completeness.
Turn a customer hypothesis into a small set of companies and people worth learning from. The first result is evidence for better discovery—not permission to blast a generic message across an untested market.
Combine firmographic and technographic observations with attribution events while recording time and source. Treat buying intent as a prioritization clue that needs corroboration, never as proof that a person wants contact.
Capture each client's exclusions, sending rules, approval owner, and data boundaries. A consistent evidence schema helps agencies explain how a record entered a campaign and keep one client's assumptions out of another's program.
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