Browsing: Tools & Platforms

Real-time identity resolution claims vary wildly among CDP vendors — here’s what to demand before signing a multi-year contract.

How brands should evaluate AI attribution platforms that merge multi-touch attribution and MMM to prove creator spend actually drives revenue.

HubSpot, Salesforce, and Adobe are racing to build native answer engine optimization monitoring. Here’s how their roadmaps actually compare.

A step-by-step guide to configuring GA4’s AI referral tracking so brands can finally compare AI-driven traffic against paid and organic.

A vector database buying framework for brands weighing dedicated infrastructure against their CDP’s semantic search add-on.

Server-side tagging is now a compliance requirement, not an optimization tactic. Here’s how to configure it before the next privacy wave hits.

A marketing clean room comparison of Habu, LiveRamp, and InfoSum for brands matching creator audiences without violating privacy law.

A practical framework for scoring AI vendor renewals on real ROI, not feature bloat, before contract negotiations begin.

GA4, Adobe Analytics, and Amplitude each attribute generative search revenue differently — here’s what brand teams need to verify before trusting the dashboard.

Multi-model LLM routing is quietly inflating martech bills through redundant calls. Here’s how to audit and fix it.