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.
Learn how to configure a single-view performance dashboard that tracks both immediate conversion signals and multi-quarter brand equity indicators from creator campaigns.
More AI tools won’t fix a performance plateau. Rigorous attribution, transparent ROI reporting, and sharp problem definition will.
CMOs must define exactly where human judgment overrides AI in creator campaigns—casting, cultural timing, creative premise, and crisis response—to protect long-term brand equity.
Learn how to build a measurement stack that unifies TikTok Shop events, whitelisted ad conversions, and CRM data into one revenue attribution model that satisfies finance.
AI agents are replacing browsers as the primary shopping interface. Here’s how to redesign creator briefs, product catalogs, and attribution infrastructure before your program falls behind.
Learn how to structure creator briefs, on-screen claims, and caption language to satisfy both LLM citation requirements and traditional search indexing simultaneously.
A practical AI marketing governance checklist for CMOs covering data quality standards, interoperability requirements, and human-override protocols before deploying autonomous AI systems.
Single-platform MarTech stacks are breaking under AI-era campaign complexity. Here’s how brand technology leaders should build interoperable ecosystems that keep humans in creative control.
Learn how to build AI-driven production workflows that adapt microdrama content across platforms, audiences, and regions without costly separate production sessions.
AI identity resolution is rewriting how brands measure creator campaign ROI. Here’s how to evaluate CRM platforms that stitch fragmented signals into accurate conversion attribution.