Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about Brooks without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about Brooks 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 Brooks is firmly in the model's "running shoe brand" 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 running shoe brands right now? | 3,600 | 5/5 | 3, 4, 4, 2, 4 |
| Which running shoe brands are most popular among runners? | 320 | 5/5 | 3, 3, 3, 3, 3 |
| What are the top running shoe brands for everyday training? | 590 | 5/5 | 1, 2, 2, 3, 3 |
| Which running shoe brands are recommended the most? | 0 | 5/5 | 2, 1, 1, 2, 1 |
| What are the best running shoe brands for beginners? | 0 | 5/5 | 1, 2, 1, 1, 1 |
| What running shoe brands make the best shoes for long-distance running? | 0 | 5/5 | 2, 3, 4, 2, 3 |
| What are the most trusted running shoe brands? | 0 | 5/5 | 2, 2, 1, 2, 2 |
| Which running shoe brands are best for road running? | 0 | 5/5 | 2, 2, 2, 3, 3 |
| What are the best running shoe brands for trail running? | 140 | 5/5 | 3, 3, 3, 5, 3 |
| Which running shoe brands are best for race day? | 0 | 3/5 | 7, 5, 7 |
| What are the best value running shoe brands? | 0 | 5/5 | 4, 3, 3, 3, 3 |
| What are the most comfortable running shoe brands? | 0 | 5/5 | 2, 2, 3, 2, 3 |
| Which running shoe brands are good for marathon training? | 0 | 5/5 | 4, 4, 3, 3, 3 |
| What are the best running shoe brands for wide feet? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| What running shoe brands should I consider for serious runners? | 0 | 5/5 | 4, 3, 3, 4, 7 |
This report focuses on Running Shoes because that is where Brooks 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.
You score 100 on recall but only 78 on retrieval (gap of +21.5). Training-data authority is outpacing your current web footprint. Publish fresh, well-cited content to keep search-augmented responses including your brand.
Close the fragility gapYour LBA is strong. Focus on maintaining authoritative coverage and ensuring new product launches get independent reviews within 12 months of release.
Maintain current LBACore TOM is strong. Watch for specific differentiators (slogans, signature products) that appear in only some iterations. Push those into training-data-crawled headlines.
Maintain / refine TOMOther brands in the Running Shoes 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 22, 2026 at 10:05 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.