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.
Runway, Alibaba, and Google now power AI ad activations at scale — here’s how brands should evaluate cost, risk, and ROI before committing budget.
Brands using generative AI for UGC-style content are cutting production timelines in half without sacrificing quality or authenticity.
A cost-and-output comparison of hook-based AI ad generators, built to help small business marketers pick tools that actually pay for themselves.
Genspark’s multi-agent lemonade stand test exposes what agentic ad production can automate — and where brand oversight still can’t be skipped.
A vendor evaluation framework for AI hook-structure generators like GetHookd, weighing ad output speed against brand risk and ROI.
Probabilistic attribution models blend share-of-model metrics with MMM to finally credit AI-search-influenced purchases without cookies.
Adobe Workfront’s AI Collaborators can approve creative autonomously — here’s how brands should govern that risk before it becomes a compliance failure.
Brand24 and Hootsuite both promise real-time UGC surfacing, but only one actually shortens the path from mention to repurposed asset.
A technical breakdown of Wix Symphony’s multi-agent ad distribution system and what brands need to vet before automating cross-platform buys.
Viral Nation’s AI agents promise leaner influencer teams — here’s what actually shrinks headcount versus what just shifts the work around.