GEO Strategy, Research, and Citation Playbooks
Every article follows the same rules as our audit: named sources, original data, deterministic claims, no fluff. Written in public by the team that built LensCore.
What Our Score Is Made Of, Including the Factor We Often Cannot Measure
Twelve weighted dimensions, the exact numbers, and the re-normalisation that stops an unmeasured dimension counting as a zero. Read off lib/scoring.ts, not a marketing page.
When AI Did Not Name These Brands, Half the Time It Named a Rival
Of 39 brands no AI engine named, 21 had a competitor named in their place and 18 had nobody named at all. The second group is the more interesting one.
We Scanned 55 Brands Across Five AI Engines. Thirty-Nine Were Named by None of Them.
Every brand that ran a LensCore scan in September 2026, measured across five AI engines. 70.9% were named by zero engines. The script that produces these numbers ships with the post.