Author: Ava Patterson
Ava Patterson
Ava is a San Francisco-based marketing tech writer with a decade of hands-on experience covering the latest in martech, automation, and AI-powered strategies for global brands. She previously led content at a SaaS startup and holds a degree in Computer Science from UCLA. When she's not writing about the latest AI trends and platforms, she's obsessed about automating her own life. She collects vintage tech gadgets and starts every morning with cold brew and three browser windows open.
A buyer’s guide to IBM Watsonx Orchestrate agents for marketing attribution, covering ROI, integration risk, and governance.
A procurement checklist that helps marketing ops teams vet real-time attribution tools for latency, data integrity, and actual ROI.
A brand-side breakdown of Aspire’s sales-tracking attribution model, what it measures well, where it breaks down, and how to vet it before renewal.
Predictive conversion engines forecast creator campaign ROI before launch, letting brands reallocate spend and cut wasted budget.
TikTok Shop affiliate fraud is draining commission budgets. Here’s how AI fraud detection closes the fake order gap before payout.
A practical framework for evaluating live commerce AI co-pilots that whisper scripts and offers to streamers in real time.
A practical checklist for aligning CDP, CRM, and automation tools so influence scoring reflects real revenue, not vanity reach.
Agentic AI content supply chains move fast, but skipping vendor risk audits before handoff can expose brands to compliance and reputational fallout.
A practical buyer’s evaluation of Euka’s Creator Commerce OS, weighing cross-platform attribution claims against real operational risk and ROI.
Northbeam, Rockerbox, and Triple Whale each model spend differently. Here’s which one survives a live budget call.