Why Live Prompt Data Outperforms Cookie and Keyword Signals in Programmatic Bidding
Live prompts reveal intent as it forms, not after the fact like cookies do.
Renata Voss
Senior Editor, Channel Strategy
Renata Voss
Renata spent a decade as a media planning director at a mid-sized holding company before moving to editorial, where she now covers how brands allocate budgets across paid, owned, and earned channels. Her analysis draws on firsthand experience negotiating upfront deals and running cross-channel measurement pilots.
7 stories
Category Leadership in Emerging Ad Channels and First-Mover Brand Recall
Brands claiming early presence in AI chatbots lock in recall before costs rise.
Renata Voss
Portfolio Approach to Emerging AI Ad Channels for Enterprise Brands
Splitting ad budgets across three maturing AI channels captures value before prices rise.
Renata Voss
Prompt-Level Intent Signals as a Measurement Input
Prompts reveal intent signals that keywords never could.
Renata Voss
GEO vs Paid Conversational AI Placements in Channel Planning
Marketers must split budget between organic AI visibility and paid conversational placements.
Renata Voss
Demand Capture vs Demand Generation in an AI-Mediated Funnel
AI chatbots collapse the sales funnel, forcing marketers to rethink budget allocation.
Renata Voss
Media Mix Modeling Without Historical AI Channel Data
Synthetic priors and proxy variables let brands model AI channels without years of spend history.
Renata Voss