Browsing: AI

Dark funnel measurement now claims 7% of marketing spend as brands build new methods to track untrackable creator influence.

Marketers are shifting budget from black box attribution back to marketing mix modeling as trust in platform-reported ROI collapses.

China’s AI search firms are scoring content trust at scale, and Western brands without a trust strategy risk losing citation share fast.

D&B’s Commercial Graph now feeds Perplexity’s answers, making corporate identity data a hidden ranking factor brands can’t ignore.

First-party data pipelines now power both AI search citations and CRM personalization, turning owned data into the brand’s biggest competitive moat.

Agentic AI protocols now shift live ad budgets in real time. Here’s how brands keep control, compliance, and ROI intact.

Wondrlab’s seven-agent AI system automates full creator campaigns, from vetting to reporting, reshaping how brands run influencer marketing.

Context engines process 500+ business signals in real time, replacing static audience segments with dynamic, ROI-driven targeting.

How ChatGPT and Gemini cite YouTube videos differs sharply from Google Search, and brands ignoring the gap are losing attribution they can’t see.

By 2027 most teams will run AI-based attribution for creator campaigns. Here’s the measurement roadmap to build before the shift hits.