METRICS
Answer Inclusion Rate
IN ONE SENTENCE
Answer inclusion rate is the share of answers that incorporate a specific page's content — measured at page level rather than brand level.
Answer inclusion rate is the share of answers that incorporate a specific page's content — measured at page level rather than brand level.
OUR POSITION
It is a page-level diagnostic for telling which page types get used and which were wasted effort. Brand-level mention rate cannot show this.
Attributing an answer to a page
Where citations are displayed, count directly by URL. Where they are not, match on answer wording against facts unique to the page — matched counts, unmatched does not. Do not guess.
Those unique facts are the mechanism: only data, naming or definitions that exist solely on your page can tie an answer back to it. This is a second argument for original data.
What decisions it drives
Whichever page type gets used, replicate that one. If a page type has never appeared in an answer, fix the template before producing more of it.
This is the argument for staged publishing: release a small batch covering each page type, read inclusion and ranking feedback, then decide whether to replicate it two hundred times.
Limits
On platforms that do not display sources this can only be estimated, with limited precision — not suitable as an externally committed metric.
Data behind this page
30–40%
Relative visibility lift from adding statistics / citations / quotations
Source：Princeton GEO paper, KDD 2024, GEO-bench 10,000 queries，2024
0.1
Monthly clicks per keyword ranking below position 10 in this category
Source：Our own keyword-level analysis of 4,074 non-branded keywords for a leading site in this category (13.1 for positions 1–3, 3.4 for 4–10)，2026-06
Sources
- [1]GEO: Generative Engine Optimization．Aggarwal et al., KDD 2024．2024
Updated 2026-08-10