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 seven-layer blueprint for building an AI-ready marketing operating system that scales toward agentic maturity without breaking governance.
Google’s demographic-blind AI Overviews and Nano Banana image generation are forcing brands to rebuild creative testing around intent, not audience segments.
Identity resolution has become a board-level risk decision — here’s why privacy-first consent architecture now sits above the CMO’s desk.
Attribution tells you what touched the sale. Incrementality tells you what caused it. Smart marketers in 2026 build stacks that use both.
A practical buyer’s framework for evaluating AMONDLAB and other all-in-one AI marketing agents before you sign the contract.
Salesforce, HubSpot, and Microsoft are folding AI agents into CRM licenses, forcing brands to rethink standalone martech spend.
Embedded AI in CRM platforms is reshaping martech budgets, forcing brands to rethink standalone tool spend and renewal strategy.
The AI-native vs legacy martech valuation gap signals real buyer risk and opportunity. Here’s how brands should read it.
A practical evaluation framework for TikTok Symphony Agent’s creator-matching and shoppable-ad tools, built for brand teams weighing ROI against risk.
A practical framework for evaluating AI-native benchmarking dashboards that measure share of voice across ChatGPT, Perplexity, and other answer engines.