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.
Identity resolution at scale is reshaping how brand marketing ops teams should evaluate UGC and audience activation vendors — here’s what Project Gravity-style matching changes.
How to evaluate unified offline data matching platforms like Samba TV Project Gravity that distribute consumer lists across 40-plus ad platforms from a single upload.
Learn how to structure creator briefs as LLM-compatible training data so your influencer content drives accurate AI product recommendations and measurable brand ROI.
As the creator pool approaches 100 million, brands need AI-powered discovery infrastructure that surfaces high-signal niche voices before supply explosion buries them in noise.
Google AI Mode now embeds ads inside generative answers. Here’s what brand strategists must know about creative briefs, disclosure standards, and attribution logic before budgets shift.
A rigorous TCO analysis comparing Gemini Omni Flash’s unified generative pipeline against best-of-breed multi-tool stacks for brand creative teams making high-stakes production decisions.
Learn how to evaluate CRM platforms that build segment-of-one profiles from creator touchpoints, location data, and purchase history to reduce churn and maximize loyalty ROI.
How to evaluate YouTube’s ECHO-ME agentic commerce against link-in-description and social commerce alternatives — a practical framework for brand video commerce teams.
AI-powered conversational video editing is reshaping how brand creative teams localize content at scale — here’s the evaluation framework that actually matters.
Learn how to evaluate segment-of-one CRM platforms that trigger next-best-action interventions using real-time creator and purchase signals to drive loyalty ROI.