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.
As creators consolidate AI tool stacks, brand teams face a real budget and workflow decision: unified platforms vs. best-in-class point solutions. Here’s how to evaluate it.
Learn how brand analytics teams can configure share-of-model tracking across ChatGPT, Gemini, and Grok to measure creator content’s impact on AI-mediated product discovery.
How brand creative directors can define minimum human creative requirements for AI-produced campaign assets running alongside creator content — without killing efficiency or brand integrity.
Learn how to build a cohesive social commerce AI stack by connecting TikTok Shop, AI product recommendation engines, and livestream infrastructure for measurable brand ROI.
A vendor evaluation framework for brand teams comparing unified audience activation platforms against point-solution DSP integrations after Samba TV’s Project Gravity reshaped cross-exchange distribut
Learn how brand performance teams can connect offline purchase data to creator audience profiles for closed-loop attribution using consumer identity platforms.
A practical audit framework for brand digital teams to identify and fix GEO, chatbot, and conversational search errors that are quietly draining e-commerce revenue.
A hands-on MarTech evaluation guide for brand performance teams assessing cross-exchange identity resolution platforms following Samba TV’s Project Gravity launch.
Fully embedded generative AI lets B2B teams produce hyper-personalized creator assets and account-based workflows that partially automated competitors simply cannot replicate.
YouTube’s AI scheduling tools are reshaping upfront buying. Here’s what brand media buyers must configure to maximize delivery windows and creator campaign ROI.