Contact
Corrections welcome, credit optional
Everything here is externally sourced so it can be checked without trusting us. If a number is wrong or has been superseded, we would rather fix it than defend it.
Corrections
If something here is wrong
Each figure carries the study it came from and a link. Recompute it, follow the source, and if you get something different, tell us. That is a more useful contribution than agreement.
- A figure looks wrong, send the source you checked against and what you found.
- A study has been superseded, newer measurement beats older measurement, and we will say so and re-date the page.
- A claim is missing its caveat, particularly where a sample is small or a vendor published the compilation.
Email: contact@lifewood.com
Publisher
Who publishes this, and the conflict of interest
This reference is published by Lifewood Data Technology, a global AI data company that also sells AEO and GEO services. That is a real conflict and it cannot be argued away.
What can be checked is the behaviour: every figure is attributed to an outside study and linked, tactics are graded by evidence strength rather than by whether they are billable, and the pages say plainly where the evidence is thin, including on services the publisher sells.
If a page here ever reads like a pitch rather than a reference, that is a defect. Point at it.
Reuse
Quoting and reuse
Quote it, cite it, argue with it. Attribution and a link are appreciated but the correction matters more than the credit. The definitions in the glossary are written specifically to be quoted.
Underlying studies belong to their authors and carry their own licences, follow the source links before reusing their data.
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