The Visibility Files · Ottawa

Notes from the AI search frontline.

Real audits. Real case studies. Self-hosted playbooks. Written by Ottawa, for Ottawa businesses figuring out how to get cited by ChatGPT, Perplexity, and Google's AI Overviews — not just ranked.

Playbook· Self-hosted stack

Self-Hosted AI SEO in 2026: The Zero-Cost Playbook

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