Is a 62 good? Find out against your whole category
Anonymized cross-brand percentile and rank by category — context for your score.
A visibility score only means something in context. Without knowing how everyone else in your category performs, you can't tell whether you're winning or quietly falling behind.
What it does
- Percentile and rank for your category, computed across brands
- See how your visibility compares to the field, not just yourself
- Track whether you're gaining or losing ground vs. the category
- k-anonymity protected — no individual brand's data is exposed
Common ways teams use this
Set a realistic internal target by seeing the percentile your category's top brands actually sit at.
Justify a new AEO initiative to leadership with category context, not just a raw score.
Check quarter over quarter whether you're gaining or losing percentile ground, not just whether the raw number moved.
How it works
Pick your category
We place you against comparable brands in your space.
See your percentile
Your score becomes a rank you can actually interpret.
Set targets
Aim for a percentile, not an arbitrary number.
A data network effect: the more brands tracked, the sharper the benchmark — context no single-brand tool can offer.
Who it's for
Related features
AI visibility tracking
Track mention rate, visibility score and position for every buyer question across all seven engines.
Competitors & share of voice
Share of voice on unbranded prompts, plus head-to-head against any competitor.
Reports & white-label
Tokenized, white-label client reports that show visibility and the lift you delivered.
Frequently asked questions
Is my data shared?+
No. Benchmarks are anonymized and k-anonymity protected; no individual brand's numbers are exposed.
How is my category set?+
We match you to comparable brands; you can refine the peer set.
How many brands are in a benchmark?+
Enough to protect anonymity under k-anonymity rules — we never show a benchmark based on too few brands.
Can I choose my own category?+
We match you automatically based on your business, and you can refine the peer set from there.
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