The short answer: there is no universal "good" number — an AI Visibility Score only means something relative to your category. As rough ranges: household-name category leaders commonly score 70 and above, established players land between 40 and 70, and challengers typically sit below 30. The more useful questions are comparative: how do you score against direct competitors on the same prompts, and which direction is the number trending?
What the score actually measures
Brandflare's score is a 0–100 figure: your average mention rate across ChatGPT, Gemini, Perplexity, and Claude on your tracked prompt panel, over roughly the trailing week. A score of 55 means that when your category's questions were asked across the four engines, a little over half the answers named your brand. The full calculation — prompt panels, mention detection by an LLM judge, aggregation — is documented in the scoring methodology.
Two properties follow from that definition. First, the score is prompt-relative: it measures visibility on the questions in your panel, so a panel of broad category prompts yields a harder test than one of niche or branded prompts. Second, it's a sampled average of a noisy process — AI answers vary run to run — which is why it's computed over a trailing window rather than a single sweep.
Why relative beats absolute
Categories differ wildly in how concentrated their AI answers are. In a mature category with two dominant players, engines name the same brands almost every time — leaders score in the 80s and everyone else scrapes single digits. In a fragmented category, answers rotate through a long list, and 35 might lead the field. Comparing your 42 to another industry's 60 tells you nothing.
The comparison that does carry information is the competitor gap: your score minus a rival's, measured on the identical prompt panel over the same window. That number controls for category difficulty, prompt selection, and engine behavior all at once. A 42 that sits 15 points above your nearest competitor is a strong position; a 42 that trails the leader by 30 is a to-do list.
Benchmarks to orient by
- 70+ — you are the default answer. Engines name you unprompted on most category questions; the work shifts to protecting accuracy and sentiment.
- 40–70 — reliably in the conversation, not the default. Typical for established brands; gains come from winning specific prompt clusters you currently lose.
- 15–40 — mentioned inconsistently, often engine-dependent. Common for challengers; the per-engine and per-prompt breakdown matters more than the headline number.
- Below 15 — largely invisible to AI. Priority one is diagnosis: why engines skip you, then the fundamentals in improving AI visibility.
What to aim for first
Set targets in this order: beat your trailing self (a rising trend proves your tactics work), then close the gap to the next competitor above you, and only then worry about absolute thresholds. A 10-point gap closed is worth more than any round number reached — and it's the movement engines' share of voice math actually rewards, since answers are zero-sum shelf space.
If you don't yet know your number, a free audit computes it across all four engines in minutes, no signup required — and measuring AI visibility explains how to read what comes back.