B2B Intent Advertising Incrementality Tests: Design and Example
Design a B2B intent advertising test with a valid holdout, measurable outcomes and uncertainty. Compare methods and work through a clear lift calculation.
Farnaz Kia19 min read
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Creative Fatigue in Small B2B Audiences: Diagnose and Test
Investigate B2B creative fatigue with exposure distributions, stable cohorts, concept versions and qualified outcomes. Separate audience-mix changes from creative effects.
Farnaz Kia11 min read
Buyer Intent Data for Performance Max: Audience Signals, Eligibility and Tests
Use buyer intent research to inform Performance Max hypotheses, check audience eligibility, plan creative and full costs, and measure qualified outcomes honestly.
Farnaz Kia12 min read
Control Google Ads Broad Match: Goals, Negatives and Intent Research
Control broad-match tests with conversion goals, search-term review and budgets. Learn where intent research fits, with B2B examples and current Google guidance.
Farnaz Kia6 min read
Package Intent Data and Outbound: Scope, Duties and Costs
Compare five intent-informed outbound services with explicit client duties, contact checks, approvals and reply classifications. Price full work, not raw messages.
Farnaz Kia17 min read
Upsell Intent Data Services: Added Value, Scope and Margin
Test five agency expansion paths against actual adoption, distinct accounts, full costs and contribution. Keep field completion, saved time and buyer outcomes separate.
Farnaz Kia16 min read
Intent Data Service QA: Five Gates, Evidence and Correction
Review five intent-data service QA gates with separate evidence layers, actual release requirements, outcome coverage and correction costs. Keep sampling limits visible.
Farnaz Kia16 min read
Manage Intent Data Clients: Boundaries, Costs and Ownership
Manage multiple agency clients with tested boundaries, scoped configuration, distinct billing units and per-client costs. Keep shared workflows separate from client data.
Farnaz Kia17 min read
Standardize Agency Intent Data: Configuration, QA and Costs
Standardize agency intent-data delivery while keeping client strategy configurable. Track versions, accepted outputs, approvals, correction costs and current product scope.
Farnaz Kia17 min read
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