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.
Personalization at scale can fracture your brand. Here’s an AI framework that segments customers without losing the shared moments that build loyalty.
AI ad agents are rewriting MQL criteria, forcing brands to rethink lead scoring, sales handoffs, and what “qualified” actually means.
Compares how LiveRamp, Tealium, mParticle, and Amperity handle consent signals for creator attribution, with a vendor evaluation framework.
Google’s agentic shopping rollout meets a shorter holiday runway, forcing brands to rebuild creator prep timelines now, not later.
Zero-click search and AI shopping agents are breaking multi-touch attribution. Here’s how brands rebuild measurement for 2026.
Full stack AI citation programs and traditional GEO agencies solve authority marketing differently. Here’s how to pick the right model for ROI and risk.
A practical framework for structuring CRM handoffs when AI ad agents pass sales-ready leads into human pipelines.
Euka’s creator indexing model built its reputation on TikTok Shop data. Here’s whether that scoring logic actually holds up on Instagram.
A practical framework for evaluating CDP vendors on cookieless identity resolution, matching capabilities, and consent handling before you sign.
Shopify’s OpenAI integration puts checkout inside ChatGPT. Here’s what the agentic commerce funnel means for brand strategy and risk.