Newsletter: Your AI is only as honest as your data.
AI personalization is only as trustworthy as the data behind it. A three-step privacy audit: server-side tagging, stale user IDs and first-party data.
Writing
Field notes on analytics, technical SEO and AI discovery for government agencies, universities and B2B teams. What breaks on large, complicated sites, why it breaks, and what we do about it.
AI personalization is only as trustworthy as the data behind it. A three-step privacy audit: server-side tagging, stale user IDs and first-party data.
After moving GA4 data into BigQuery: choosing Looker Studio, Power BI or Looker, plus PII audits, retention policies and access roles for raw data.
Seven technical SEO issues that keep AI crawlers from reading enterprise sites, including robots.txt blocks, JavaScript rendering and weak schema.
What the Starbucks ordering integration in ChatGPT signals for SEO, and how to make your data readable and actionable for AI agents.
Why zero-click AI Overviews make rank position less important, and how E-E-A-T, entity schema and complete, structured answers earn citations as a source.
How to get cited by AI answer engines: structured data, authority signals, citable content and crawlable pages, with a 10-point readiness checklist.
Why collecting less data protects your brand and improves AI results, and how to prune tracking to the signals that change decisions.
What server-side tagging does for GA4 privacy, how it scrubs data before it leaves your control, and the cost and skill trade-offs for B2B and gov sites.
Why expensive analytics tools sit unused, how agency dependency adds risk, and how to build data literacy inside your own team.
How to manage Google Ads with PMax and AI Max: feed the system strong assets, set guardrails, tie it to GA4 and stop micromanaging keywords.
Why the agency factory model keeps you dependent, and how surgical consulting and a sound technical backbone move a team from reactive to predictive.
A technical checklist for getting cited by LLMs: allow AI crawlers, keep pages fast, use JSON-LD schema, and structure headings as logic.
Tell us what you’re seeing. We’ll tell you plainly whether it’s something we can fix.