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 technical breakdown of IQM vs Rokt mParticle’s identity resolution architecture, matching accuracy, and fit for enterprise marketing stacks.
Brandi AI and BrandPilot AI’s SearchIQ take different approaches to tracking brand citations across LLMs — here’s which fits your stack.
Progress Sitefinity’s generative CMS fuses content creation and marketing automation into one AI workflow, cutting handoffs and speeding campaigns.
Markup AI’s intent-aware writing engine claims better brand voice consistency at scale — here’s how it holds up against traditional tools.
This year’s award-winning martech stacks share one trait: a CDP foundation. Here’s why AI marketing automation fails without it.
1stCollab’s fully automated creator marketplace signals a new MarTech category — here’s what it means for influencer budgets and buyer risk.
Award winners reveal where martech is headed—use them to build a defensible, ROI-driven martech roadmap instead of chasing trends blindly.
Rokt mParticle and IQM take different technical paths to identity resolution — here’s how brands should evaluate which one fits their stack.
AI-enhanced ABM platforms now hinge on identity resolution accuracy, not ad spend, forcing B2B marketers to rethink vendor selection.
A practical framework for choosing deterministic vs probabilistic identity matching based on use case, risk tolerance, and data quality.