AI Search Optimization: Structural Moves vs Content Moves
Ask ten marketing leads what “AI search optimization” means and most describe content work: sharper answers, more depth, better formatting. A smaller group describes structural...
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Practical insights on website operations for B2B SaaS marketing teams.
Patterns I keep seeing across 20–50 person tech companies — and how to fix them. Performance, analytics, technical SEO, and the ownership gap nobody talks about.
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The Website Ownership Gap: Why Your Marketing Site Has Nobody Accountable
Your product has a CTO. Your marketing site has nobody. Here's what the ownership gap costs growing SaaS companies and how to fix it.
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How to QA a Website Change So a Regression Cannot Slip Through
The person who built a website change is a bad judge of whether it is safe to ship. Not because they are careless. They already...
Why Your Marketing Automations Fail Silently
A B2B SaaS team’s meeting-to-CRM automation dropped records for weeks, and the dashboard stayed green the entire time. The account managers felt it before anyone...
Attribution Fails at the Edges: The Six-Check CTA Audit
Attribution fails silently at the edges: form modals, JavaScript-only buttons, hash links. Run this six-check CTA audit before trusting a lead report.
The Silent Default: How Your Hottest Leads Get Counted as Cold
A lead-scoring system is a sorting machine, and every sorting machine needs a slot for the things it cannot sort. On one B2B SaaS marketing...
How to Start Closing the Website Ownership Gap
Three moves start closing the website ownership gap without a hire: one named owner with decision rights, a baseline audit, and a standing change cadence.
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