Brand AI search score
A brand AI search score is a composite metric that rolls up how prominently AI answer engines feature your brand across a category. Most implementations combine visibility (percentage of AI answers naming the brand) with citation rate (percentage citing the brand's domain) into a single 0 to 100 number, so trends are easy to communicate to non-technical stakeholders.
How the composite is calculated
The dominant formula weights visibility 70% and citation rate 30%, capping each at 100 and rounding to the nearest integer. In practice: score = round(0.7 * visibility_pct + 0.3 * citation_pct). A brand at 60% visibility and 40% citation rate scores 54. The weighting reflects the fact that being named in the answer drives more buyer consideration than being cited as a source in the footer.
Some vendors use different weights or add engine coverage as a third factor. Our public industry rankings use the 70/30 formula because it correlates best with actual buyer-attributable traffic in our internal cohort data.
What a strong score looks like by category
Category competitiveness matters more than raw numbers. In commodity SaaS categories (CRM, hosting, project management) a score of 40 to 55 puts you firmly in the AI's recommended set. In niche B2B verticals (SIEM software, specialised trade tooling) scores of 60 to 80 are common for the category leader. In local services (Dentists in [city]) the leader often scores 80+ because AI engines have fewer strong local signals to disperse across.
Chase relative position not the absolute number. Being at 45 in a category where the leader is at 50 is a strong position. Being at 45 where the leader is at 90 means you are meaningfully invisible.
How to move your score
Two independent levers matching the two components. To move citation rate (the faster of the two): restructure your own content into extractive 2 to 3 sentence answers, add FAQPage and Article schema, allow AI crawlers in robots.txt explicitly, keep dateModified fresh on any page you want cited. Same-page changes typically show up in 7 to 14 days.
To move visibility (the slower of the two but higher leverage): earn coverage on the sites the AI already cites in your category. Aggregators (G2, Capterra, Wikipedia, Reddit, category-specific trade publications) compound into visibility within 2 to 4 weeks. Direct product content on your own site has almost no effect on visibility, only citation rate.
Score versus rank
Two related but distinct signals. Score is your absolute number on the composite formula, comparable across categories but heavily category-dependent. Rank is your position in the ordered list of brands within one category. Rank is what buyers see on a public ranking page; score is what drives it.
Track both. Rank tells you whether the AI is treating you as a category default. Score tells you how far your rank is from moving next month, because small score changes at the top of a tight ranking can shuffle positions dramatically.
Related concepts
Frequently asked
Is 'brand AI search score' the same as 'AI visibility'?
Related but not the same. Visibility is one component. AI search score is a composite that also includes citation rate, so it captures both 'named in the answer' and 'cited as a source' in a single number. Most monitoring dashboards report both the composite and the component metrics.
What score does the average brand have?
Highly category-dependent. Across the categories we publicly track, medians run 30 to 45 in commodity SaaS, 40 to 60 in niche B2B, and 60 to 75 in local services. A brand at 20 or below is effectively invisible; a brand at 80+ is the category default.
How is my score different across engines?
Substantially, in many cases. The composite score is calculated per engine (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) and averaged. Big gaps between engines usually signal engine-specific content or schema issues, not a general AEO problem.
Can I compare my score to a direct competitor?
Yes, and this is usually the most useful cut. Absolute scores across categories are hard to interpret. Absolute-score gaps within the same category (you at 40, direct competitor at 55) directly measure how much AI-attributable ground you have to make up in the next refresh cycle.
How fast can my score move?
Citation rate moves in 7 to 14 days after on-site changes; visibility moves in 2 to 4 weeks after earned coverage on aggregator sites. Practically the composite score moves 3 to 8 points per month when a brand is actively shipping fixes, and 0 to 2 points per month when passive.