Crawl less, understand more: how prioritized audits beat raw reports
Why “1,204 issues found” is useless, and how impact × effort scoring turns a crawl into a roadmap.
Feb 2026 · 6 min read · article queued
Practical writing about technical audits, AI search and rank tracking — from the team building the platform. Full articles land in the content sprint.
Why “1,204 issues found” is useless, and how impact × effort scoring turns a crawl into a roadmap.
Feb 2026 · 6 min read · article queued
Mentions, citations and answer-type context: the metrics that tell you if AI search is working.
Jan 2026 · 8 min read · article queued
Device splits, local SERPs and SERP-feature drift — the three ways a single number misleads.
Dec 2025 · 5 min read · article queued
GPTBot, OAI-SearchBot and PerplexityBot are often disallowed by default — and no plugin reports it.
Nov 2025 · 7 min read · article queued
When AI Overviews answer inline, even a top-three ranking earns less. Here’s how to price the click pool.
Oct 2025 · 6 min read · article queued
Template-level fixes, deduped findings and canonical hygiene for stores that stop hand-editing titles.
Sep 2025 · 7 min read · article queued
One practical email a week on audits, AI visibility and ranking. No spam — the kind of email you forward.
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