SEO-GEO

Evidence report: how well our recommendations actually work

Every recommendation is published with an evidence grade: measured outcome, deterministic rule, or AI inference. Thin samples are labelled as such.

A recommendation needs observations from at least three distinct domains before a median effect is published; single-site data is never exposed.

Three evidence grades

Measured outcomes come from anonymised before/after aggregates; rule verdicts come from reproducible deterministic checks; AI inference is reference only.

Why publish this

SEO and GEO advice is full of unsourced folklore. Publishing evidence grades lets you judge whether a recommendation is worth the effort.

FAQ

Does this expose my site data?
No. Only k-anonymous aggregate medians above the publication threshold are shown.

Operated by 23 Zhisou Technology (Xiamen) Co., Ltd.