#product
5 posts tagged “product” — GEO, AI-Overview & autonomous-SEO insights.
Self-driving SEO: how a site fixes itself — and where the stop-cock is
Launch is half the job. Auto-pilot watches positions, finds dips and stale content, and applies safe fixes — under budget, cooldown and caps. Anything…
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Our editor rejects AI slop — before it's published
AI generates at scale, and Google penalizes 'scaled content abuse.' So our pipeline refuses to publish slop to itself: information-gain, anti-AI-isms…
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The cannibalization Ahrefs can't see
Lexical tools compare words. But two pages compete by MEANING — even with no shared words. How we catch semantic cannibalization with embeddings: dup-scan…
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AI visibility tools: who ChatGPT and Perplexity cite for your queries
An AI visibility tool asks the engines directly instead of reading Google's results. What an AI-citation tracker measures, how it differs from a rank tracker, and how the free pre-check keeps the paid probes on winnable queries.
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An autonomous AI SEO team: from brief to a live site
How a team of 20 AI agents runs the pipeline from brief to a published site — strategy, content, GEO, internal linking — under a transparent budget and…
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