Audience architecture before creative
Cold targeting starts with job function plus seniority, layered with company industry or size, kept between 30,000 and 100,000 members. Title-only targeting inflates CPC 25 to 40% and misses variant titles, so we never build on it. Every campaign ships with exclusion sets: customers, competitors, junior staff, and already-converted leads.
Matched audiences do the heavier lifting: CRM contact and company lists, lookalikes modeled from closed-won deals, and retargeting pools built from site visitors, video viewers at 25/50/75%, and lead-form openers.
The account is structured by funnel stage, cold, warm retargeting, high-intent, with budgets fixed per group so retargeting can never starve prospecting, and cost per lead stays readable at every stage.