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.
AI-enhanced attribution helps mid-market teams connect behavioral signals to revenue, closing the gap legacy models never could.
Wunderkind, Klaviyo, and Braze take different paths to cross-channel personalization — here’s which one skips manual data matching entirely.
A practical framework for comparing GEO agencies and tools against traditional SEO retainers on cost, risk, and measurable ROI.
Identity graphs let financial marketers personalize campaigns and prove attribution without touching regulated PII directly.
A practitioner’s honest look at whether CompTIA’s AI for Marketing Essentials certification builds real in-house AI fluency or just another line on a resume.
Alchemiq brings real-time news retrieval to ChatGPT and Claude, forcing brands to rethink content timing, freshness, and AI-visibility strategy.
Peace of Growth pairs paid social with AI search optimization for SMBs. Here’s whether the dual approach actually closes the local SEO gap.
The Wunderkind-Cordial identity graph merger tests whether combined identity resolution can beat point solutions for mid-market brands.
Native MCP server support is becoming a make-or-break criterion for attribution and CDP vendors. Here’s how to evaluate it before you sign.
Marginal analytics show what each incremental ad dollar actually earns, replacing last-touch models that misallocate influencer and paid budgets.