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.
Shopify’s OpenAI integration puts checkout inside ChatGPT. Here’s what the agentic commerce funnel means for brand strategy and risk.
ChatGPT ad agents now push leads straight into HubSpot CRM, and most sales teams’ follow up workflows aren’t built for what shows up.
Sutra Creative’s Authority Marketing Model shows brands how to earn citations in ChatGPT, Perplexity, and Gemini, not just search rankings.
A practical vendor checklist to help small marketing teams vet AI workflow automation tools without wasting budget or risking compliance.
Multi agent AI coordination lets Breeze style tools run creator campaigns end to end, but brands still own the risk when agents disagree.
How AI fraud scoring vendors catch fake creators before payout, and which platform fits your risk tolerance and program size.
Vertical AI models for marketing cost more than generalist tools, but do the accuracy gains actually justify the premium?
Predictive creator matching algorithms score fit using engagement quality, audience overlap, and brand affinity, not follower count.
AI hallucination risk means answer engines can put words in a creator’s mouth and pin the claim on your brand. Here’s how to catch and fix it.
A messy event taxonomy quietly wrecks AI attribution and automation. Here’s the checklist to wire your influencer stack correctly.