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Field notes from the build.

Field notes on CMS architecture, SEO methodology, and the MarTech decisions that quietly make or break a build.

Dark editorial card titled Winning AI Citations in ChatGPT, Perplexity and Google, Chris K Howard field notes
Latest · AI Search October 19, 2026

GEO for B2B SaaS: How to Win Citations in ChatGPT, Perplexity, and Google AI Overviews

Generative Engine Optimization for B2B SaaS. Anchored to Google's October 2026 AI Overviews changes and the peer-reviewed GEO study, here are the content moves that actually earn citations in ChatGPT, Perplexity, and Google.

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Free checklist

The Replatform Risk Checklist →

The pre-migration checks we run before any replatform, so the cutover compounds your rankings instead of erasing them.

For nonprofits & associations

Websites and membership platforms nonprofits run on →

Membership, donations, events, and member portals you own - with real launched proof for AAMA, six Urban League chapters, and more.

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