Browsing: Tools & Platforms

GA4, Adobe, and Amplitude handle AI-referred traffic differently — here’s which platform actually attributes generative search revenue correctly.

Stale role, company, and device data quietly wrecks AI targeting. Here’s how to set data freshness metrics that keep signals decision-grade.

A practical scorecard for auditing identity resolution and CDP vendors before renewal, so match-rate claims survive real scrutiny.

Set up the GA4 AI Assistant Referrer Report correctly, so ChatGPT and Gemini traffic stops hiding inside your organic search numbers.

HaloIndex maps sales back to AI search citations, giving brands a way to prove ROI from zero-click discovery.

Wunderkind, Tealium, and mParticle take different paths to resolving anonymous traffic — here’s which one actually protects revenue.

Data contracts stop broken schemas from wrecking AI models—here’s why marketing teams need them before scaling automation.

A practical checklist for auditing identity resolution and CDP vendors before renewal, so you stop paying for match rates you never actually get.

Improvado, Segment, and mParticle solve the ad-to-warehouse integration problem differently — here’s how to pick the right one.

The 2026 AI marketing stack has a standard shape now: ad platforms feed warehouses, warehouses feed activation. Here’s how to map it.