Zero-Click AI Answers and Their Impact on Paid Search ROI
AI Overviews are slashing paid search click-through rates in half while driving up costs.
Renata Solberg
LLM Billboard — Page 3
AI Search
Comparing Intent Quality Between AI Search Users and Google Search Users
AI search users arrive further along in their buying journey than Google searchers.
Contextual Targeting Accuracy Compared Across In-Response Ad Networks
Ad networks read conversations differently, affecting where billions in ad spend actually lands.
Priya Venkatesan
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Consumer Behavior Insights Derived From AI Chat Prompt Patterns
AI chat prompts reveal consumer decision-making in ways search keywords never could.
Kwame Asante-Boadi
First-Party Data Activation Inside Conversational AI Ad Campaigns
Brands must rethink first-party data for AI ad campaigns.
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Prompt Data Anonymization Techniques for Ad Intent Modeling
Protect sensitive intent signals in ad targeting without exposing user identities.
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Conversational Intent Taxonomy for Paid Media Planning
Paid media planners must map conversational intent stages before writing creative.
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Real-Time Intent Data Applications in Programmatic AI Advertising
Advertisers can now target shoppers based on what they type into AI assistants.
Priya Venkatesan
programmatic buying options for advertisers entering AI chat placements
Conversational ads demand new auction mechanics purpose-built for dialogue, not search or display.
Renata Solberg
DSP and SSP platforms built for AI and LLM advertising inventory
AI chatbots need new auction mechanics, not retrofitted ad tech.
Renata Solberg
Prompt-Level Purchase Intent Signals and What They Reveal
Conversations reveal budget, timeline, and rejected options that search keywords never could.
Marcus Delacroix-Webb
Viewability and Attention Standards for AI Chat Ad Formats
New standards measure actual attention rather than mere page visibility in AI chat ads.
Marcus Delacroix-Webb