Measurement, B2B attribution, AEO/GEO, and ad-platform accountability
Key Questions
What is the AI search measurement gap?
45% of marketers cannot measure AI visibility, with 87% of B2B brands invisible in AI answers and only 39% seeing performance gains from AI content.
How are verification tools growing?
DoubleVerify is expanding AI ad verification via SlopStopper and AI Agent ID, while HUMAN Security reports 8x faster AI traffic requiring verification.
What frameworks address AEO/GEO?
Conductor launched a System of Record for AEO, with 10 platforms now available for AI visibility and link building plus a Retrieval/Citation/Outcome model for affiliates.
Why do many AI initiatives fail to deliver value?
MIT NANDA finds 95% of marketing AI initiatives have no business impact due to lack of measurement frameworks, with only 11% of S&P 500 deeply integrating AI.
How is attribution evolving for AI ads?
Reddit introduced dual attribution, CTM added OpenAI integration for ChatGPT ads, and W3C is advancing an Attribution API for browser-based measurement.
What trust and disclosure issues affect measurement?
IAB reports 57% of consumers always check verification, while disclosure labels do not hurt purchase intent but false positives in tools like Pangram impact specialist writers.
How are B2B buyers using AI for research?
94% ask AI first, with 72% of B2B software buyers using ChatGPT and 67% completing journeys without vendor contact, shifting budgets to owned media and ABM.
What new tools help with AI visibility?
Tracksuit acquired Hall for brand monitoring, SuiteDSP launched pre-bid AI analysis, and 6sense reports 112:1 pipeline with 96% cost reduction in programmatic.
AI assistants, retail media, conversational discovery, reduced search referrals, automated bidding, and opaque data pipelines increasingly influence outcomes outside standard paid-media reporting. OpenAI's visual ChatGPT ad pilot is pairing new placements with attribution, incrementality experiments, and brand-suitability testing, but independent causal evidence is not yet available. New guidance on trafficking, tagging, asset testing, and AI-search visibility reinforces the need for reconciliation, conversion-quality analysis, and full cost accounting.