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 practical AI agent kill-switch certification checklist for brands giving vendors autonomous authority over media budgets.
A practical framework for auditing product feeds before Perplexity’s agentic shopping assistant becomes a mainstream discovery channel.
Financial marketers are building AI-powered identity graph standards that deliver personalization without triggering compliance violations.
Pipedrive’s Outfunnel acquisition signals a shift: CRM-native automation is replacing bolted-on marketplace apps for good reason.
A practical vendor scorecard for SMB teams evaluating GEO and paid social integration tools before locking in budget.
A 2026 blueprint for building an identity-resolution-first martech stack that makes AI personalization accurate, compliant, and ROI-positive.
A practical audit framework for evaluating agentic news-discovery tools before they touch your brand’s real-time content calendar.
Identity resolution tells brands who customers are; GEO ensures AI engines recommend them. In 2026, one without the other leaks revenue.
We break down what Meta and TikTok AI UGC ad tools actually cost versus human creators, and when each option delivers better ROI.
Identity resolution has quietly become mandatory MarTech infrastructure — here’s why brands without it are losing budget to attribution guesswork.