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 brand-side comparison of AI creative-swap platforms, testing whether real-time personalization claims survive contact with actual campaigns.
LLM swaps can silently break marketing AI tools. Here’s how to assess AI model deprecation risk in contracts before it costs you.
Vendor LLM swaps can silently break your AI marketing tools — here’s how to write contracts that protect budgets and brand safety.
AI vendor consolidation tools help brands find redundant MarTech contracts, cut waste, and renegotiate before renewal season hits.
TikTok Symphony Agent vs emerging AI creator-matching tools: a practical feature comparison for brands weighing speed, control, and ROI.
Server-side AI optimization lets brands cut ad-tech vendor sprawl, reclaim margin, and regain control over media-buying data.
DIY AI SEO tools save cash upfront, but local businesses often pay more later in lost visibility. Here’s the real cost math.
Meta and Google’s autonomous ad tools now publish creative without human sign-off. Here’s the brand safety audit framework to catch it.
CRM attribution breaks without real-time identity resolution—here’s why signal reconciliation is now a revenue infrastructure requirement.
Irish and UK SME case studies reveal what AEO actually costs, what vendors deliver, and how to avoid overpaying for hype.