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.
Recast, Northbeam, and Triple Whale claim incrementality accuracy—but mid-market brands need to know which claims hold up under real budget pressure.
A practical framework for validating GEO agency citation-rate claims before you commit budget to unproven AI visibility metrics.
Marketing attribution is moving from dashboards to prescriptive engines that decide budget shifts in real time, not just report on them.
Google Business Profile now beats website traffic as an AI local search ranking signal — here’s how to fix NAP consistency before Q1 audits.
A practical framework for auditing how ChatGPT, Perplexity, and Google AI Overviews represent your brand, with steps brands can run monthly.
Emplifi’s award-winning sentiment AI faces off against Sprout Social and Brandwatch on accuracy, speed, and real ROI for brand teams.
If your business name, address, and phone number don’t match across the web, AI engines won’t cite your brand. Here’s why identity resolution matters now.
Usermaven’s 2026 attribution data shows why AI can’t answer natural-language queries without a first-party tracking foundation.
Sitefinity’s Generative CMS promises faster publishing through AI, but does it hold up under real brand governance demands?
Parsnipp’s Smart LLM Ads and Brandi AI’s search visibility platform solve different problems—here’s how to pick the right one for your stack.