Insights

Less GEO folklore.
More public evidence.

Practical notes for brand and web teams: what can be verified, what can only be observed and what should never be promised.

01

What is GEO? A practical guide

From definition and technical foundations to measurement, separating controllable work from platform outcomes.

Published · 2026-09-16
02

Why does AI misrepresent your brand?

Name conflicts, vague pages and inconsistent external profiles reduce entity confidence.

Coming soon
03

Five common bilingual website mistakes

Forced redirects, mixed languages, bad canonicals and missing hreflang are only the start.

Coming soon
04

What counts as a valid AI citation?

Record the query, time, region, platform and actual source URL.

Coming soon