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.
Modern demand-gen platforms now block leads at the door unless consent and data quality rules are met. Here’s what to build.
A practical framework for evaluating AI product demo video tools before you commit budget to catalog-to-video ad creative.
A practical framework for evaluating identity resolution platforms against CaliberMind-style lead validation before you commit budget.
Most CRM-to-ad-platform pipelines are too slow for real-time personalization. Here’s how to fix the architecture, not just the tools.
A cost-per-variant breakdown of AI ad-copy generators for localized campaigns, with a framework for evaluating real ROI beyond sticker price.
Sprout Social found 70% of consumers expect personalized replies. Here’s how to audit if your response infrastructure can actually deliver.
C2PA Content Credentials are about to expose every AI edit and stock swap in your creative — here’s how approval workflows must adapt.
SparkStation’s credits-based AI production model reshapes micro-creator economics — here’s how to evaluate the real ROI and risk.
A framework for scaling AI-powered social customer service without sacrificing the human touch that makes brands memorable.
How brands should architect AI-assisted response systems to hit Sprout Social’s speed benchmarks without sacrificing brand safety.