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 CMO-level framework for deciding which campaign assets to automate with Advantage+ and which demand human art direction.
A buyer’s guide to evaluating AI platforms that score brand safety in walled garden UGC without raw platform data access.
Learn how to evaluate AI-powered UGC sorting tools that use computer vision and NLP for paid amplification, organic reuse, and brand safety.
Learn how Zefr’s AI platform for UGC brand safety helps brands evaluate content intelligence tools that protect ad placements inside walled gardens.
AI-powered MarTech comparison platforms are transforming how procurement teams evaluate, shortlist, and negotiate with creator and CRM tool vendors.
AI spend optimization engines help brands rebalance creator budgets in real time using sales attribution signals across tiers, platforms, and formats.
Last-click attribution undercounts creator influence by up to 90%. Here’s how brands can build the internal case for multi-touchpoint credit.
Identity resolution platforms now merge probabilistic and deterministic attribution to give brands a unified consumer journey view for creator campaigns.
Learn how to evaluate ChatGPT, Claude, and Gemini against real campaign tasks before committing to expensive platform-level AI integration.
A brand-side framework for deciding when The Trade Desk AI agent should run autonomously and when human oversight must override machine bidding decisions.