Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about Beats without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about Beats from training alone, before any web search. We probe the model 5 times across 5 different angles and score 5 sub-signals.
High overlap with brand prompts shows Beats is firmly in the model's "true wireless earbud" category.
Unprompted recall on 15 high-volume discovery prompts, run 5 times each in pure recall mode (no web). Brands that surface here are baked into the model's training, not borrowed from live search.
| Discovery prompt | Volume | Appeared | Positions (5 runs) |
|---|---|---|---|
| What are the best true wireless earbuds right now? | 720 | 0/5 | — |
| Which true wireless earbud brands are the most popular? | 0 | 5/5 | 6, 4, 7, 6, 5 |
| What are the top-rated true wireless earbuds? | 720 | 3/5 | 8, 6, 7 |
| What are the most recommended true wireless earbuds? | 0 | 2/5 | 6, 7 |
| Which true wireless earbuds are best overall? | 40 | 0/5 | — |
| What are the best true wireless earbuds for everyday use? | 0 | 0/5 | — |
| What are the best true wireless earbuds for sound quality? | 2,900 | 1/5 | 5 |
| What are the best true wireless earbuds with noise cancellation? | 27,100 | 0/5 | — |
| What are the best budget true wireless earbuds? | 2,400 | 0/5 | — |
| What are the best premium true wireless earbuds? | 30 | 0/5 | — |
| What true wireless earbuds do people recommend most? | 70 | 1/5 | 5 |
| Which true wireless earbuds should I buy? | 10 | 2/5 | 5, 5 |
| What are the best true wireless earbuds for calls? | 1,000 | 0/5 | — |
| What are the best true wireless earbuds for working out? | 110 | 5/5 | 2, 2, 2, 2, 2 |
| What are the best true wireless earbuds for small ears? | 4,400 | 2/5 | 5, 5 |
This report focuses on True Wireless Earbuds because that is where Beats scores highest. The model also evaluates it against the industries below, with their own prompts and competitor sets. Click any industry for its full leaderboard.
Generated automatically from gaps and weaknesses in the analysis above, ranked by potential impact on the AI Visibility Score.
Your Authority is low across category queries. Users asking about your category do not see you. Priority: get listed in "best of" and "top N" articles for your category on domains with strong training-data crawl presence.
+10 to +25 on AuthorityYour TOM is solid on specialty queries but weaker on broad category questions. Seed content that frames your brand in the exact phrasing users use in broad queries, not just your specialty sub-category.
+5 to +15 on TOMYour LBA is strong. Focus on maintaining authoritative coverage and ensuring new product launches get independent reviews within 12 months of release.
Maintain current LBAOther brands in the True Wireless Earbuds industry, ranked by overall AI Visibility Score.
Every score on this page is reproducible. Below is exactly what we ran and how we computed each number.
(LBA × Authority × TOM)^(1/3). Geometric mean is used so that any single weak metric pulls the overall score down, rather than being masked by strength elsewhere.
quality × meta × stability × share × recognition × 100. Each sub-signal is on a 0-1 scale. Read the full LBA methodology →
Analysis run on April 23, 2026 at 12:01 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.