Browsing: AI
Half of product research now happens in AI answers, not clicks. Here’s how to rebuild GA4 to isolate and prove AI-referral value.
Small language models now match frontier LLMs on brief tagging and compliance scanning at a fraction of the cost — here’s the benchmark data.
Retail media bidding is shifting from human ad ops to autonomous agents negotiating price in real time — here’s what brands must build now.
MCP and A2A protocols now decide whether your martech stack can talk to AI agents at all — or gets bypassed entirely.
A practical scorecard for vetting GEO agencies before you pay for AI citation promises no one can guarantee.
Autonomous campaign planning demands a unified data stack — here’s what agentic AI marketing systems actually need to work safely at scale.
Marketing mix modeling is back because signal loss broke attribution—here’s how analysts say to blend MMM, MTA, and testing.
A practical audit framework for testing MCP and A2A interoperability claims before locking into a martech vendor’s ecosystem.
Retrieval-augmented generation closes the gap between brand guidelines and AI-generated briefs, cutting rework and compliance risk.
Procurement teams now demand proof of AI agent kill-switches before signing media buying contracts. Here’s the vendor checklist.