The Ramola AEO Index · methodology v1.0.0
How visible are you to the engines that now answer for you?
A recurring, public benchmark of answer-engine visibility. The scoring spec is versioned and open, every run ships the raw inputs that produced it, and we score ourselves in the same cohort.
Citation share
40%When an engine answers a category question, how often is this domain the source it names?
Extractability
25%Can a model lift a clean, self-contained claim off the page?
Evidence and attribution
20%Is there a reason for a model to trust and attribute this source?
Machine readability
15%Is the entity and its expertise legible to a parser?
Awaiting first published run
The methodology is public. The first cohort results are not out yet.
We publish the scoring spec before the scores, deliberately — so the method can be argued with before anyone has a result to defend. No sample or illustrative figures appear here, because a benchmark seeded with invented numbers about real companies would be worth less than nothing.