
In January 2025, I started running two production sites side by side — same niche, same keyword targets, roughly the same content calendar — one built on Astro 4 (later upgraded to…
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Google's crawler behavior in 2026 is fundamentally different from what it was in 2023. Googlebot now logs TTFB at the infrastructure level, and the Interaction to Next Paint signal…
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In late November 2025, I was doing a routine log review for a mid-size SaaS documentation site I manage. We have about 340,000 sessions per month, a comfortable GA4 setup, and a…
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Every few months a new wave of Schema.org posts floods technical SEO Twitter. Someone screenshots the release notes, lists every new type in a numbered list, and calls it a guide.…
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We're eighteen months into treating Speculation Rules as a first-class SEO lever at my agency, and the picture is messy enough to be worth writing about honestly. Not the…
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Written May 20, 2026 — based on production experiments running from Q3 2025 through April 2026.
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I run Lighthouse on every site I audit. I always will. But somewhere around late 2024, I stopped treating its INP score as a diagnostic instrument and started treating it as a…
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May 20, 2026. Google AI Mode has been out of Labs for the better part of a year now, and I am still watching SEOs treat it like a slightly smarter version of AI Overviews. That is…
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I want to tell you about a number that confused me for six weeks. In late October 2025, one of my clients (a mid-size recipe and food content publisher) started seeing a persistent…
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I've been doing search optimization professionally since 2014. Twelve years. I've watched featured snippets appear, watched AMP rise and deflate, watched Google's Knowledge Graph…
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In March 2025, a B2B founder named Marcus Halvorsen hired me to fix his company blog. Rivela, his procurement automation SaaS, had a perfectly competent site sitting at around 3,400…
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Most SEO advice assumes you're fighting for transactional or informational keywords with broad audiences. Documentation sits in a stranger place: you're targeting developers who…
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