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How we write
- Every guide is written or reviewed by someone with hands-on SEO experience.
- We use AI tools to assist with research and drafting, and a human reviews and edits everything before it is published.
- We cite primary sources: official documentation from Google, OpenAI, Anthropic and others, standards such as RFC 9309, and our own data.
How we research
Our studies use data we collect ourselves. Each study publishes its sample, dates, method and limitations, and we release the dataset under a CC BY 4.0 license.
Updates and corrections
We review our guides regularly and show the last updated date. If you find an error, please contact us and we will correct it.
Independence
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