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.
Salesforce Agentforce, Adobe’s coworker agent, and Zoho SalesIQ promise autonomy — but only one actually acts without a human in the loop.
Retrieval-augmented generation is helping brands eliminate fabricated product claims in AI-assisted copy, cutting legal risk and revision cycles.
Holiday 2027 shopping agents will read your product pages before customers do. Here’s how to audit structured data now, not in November.
A prompt library governance system stops marketing teams from rebuilding the same AI briefs, cutting waste and protecting brand consistency at scale.
A feature parity audit of Klaviyo, Braze, and Salesforce Marketing Cloud on native agentic send-time optimization ahead of 2027 renewal cycles.
A practical blueprint for building an internal AI red-team that stress-tests generative creative before it ever touches paid media.
Vector search now powers creator matching and content discovery — here’s how brand marketers should vet semantic search vendors before buying.
Agentic browser extensions like Dia, Comet, and Copilot Vision are reshaping competitive research — here’s how marketers should evaluate them.
Six months into GA4’s AI Assistant channel rollout, here’s how to audit attribution data and separate real revenue signal from reporting noise.
A practical framework for comparing Claude’s enterprise search grounding to OpenAI’s retrieval tools for brand content accuracy and risk.