signal-to-campaign

Use this play before enriching contacts or writing campaign copy. It turns an observable market event into a small, defensible campaign package staged for human approval.

Prove the signal carries pain

Translate the offer into the operational problem it solves. Generate several candidate signals, then score each on:

• Specificity: does it point to this problem or merely describe the company?
• Observability: can every account be tied to evidence another operator can inspect?
• Timing: does it explain why action makes sense now?
• Ownership: is there a recognisable buyer who owns the implied problem?
• Offer fit: does the offer resolve the situation without a logical leap?
• Noise: what common cases would create a false positive?

Select one primary signal and one backup. A visible event is not automatically a buying signal. Funding, generic hiring, technology use, and broad growth become useful only when combined with current evidence of the relevant workflow, constraint, or complexity.

Build the evidence layer

Create an account record for every candidate with:

• normalised company identity and domain;
• source and exact evidence excerpt;
• observation date or verified current status;
• the operational implication;
• the likely pain owner;
• a false-positive note;
• a decision: keep, investigate, or remove.

Reject accounts that cannot survive the sentence: “This company belongs because the evidence shows ___, which likely creates ___ for ___.” Do not enrich people yet. Replace weak rows instead of padding the cohort to hit a volume target.

Map buyers after the account passes

For each kept account, identify the role that owns the affected process, the role that feels the consequence, and any likely blocker. Titles are clues, not proof of ownership. Map one to three contacts per account, deduplicate against existing relationships, and record why each person belongs in the motion.

Enrich contact details only after the account and persona gates pass. Preserve strong accounts with missing contact data in a separate research queue rather than weakening the campaign.