Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about Schick without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about Schick 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 Schick is firmly in the model's "razor" 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 razor brands for a close shave? | 170 | 3/5 | 2, 2, 4 |
| What are the top razor brands for men? | 0 | 5/5 | 3, 2, 2, 3, 2 |
| What are the most popular razor brands right now? | 90 | 5/5 | 2, 2, 2, 2, 3 |
| Which razor brands are best for sensitive skin? | 0 | 5/5 | 4, 2, 2, 3, 3 |
| What are the best disposable razor brands? | 10 | 5/5 | 3, 2, 3, 3, 3 |
| What are the best cartridge razor brands? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| What are the best safety razor brands? | 110 | 0/5 | — |
| What razor brands do barbers recommend? | 0 | 0/5 | — |
| What are the highest-rated razor brands? | 0 | 5/5 | 4, 2, 2, 3, 2 |
| What razor brands are worth buying? | 0 | 5/5 | 2, 2, 2, 2, 3 |
| What are the best razors for shaving my face? | 30 | 3/5 | 3, 3, 2 |
| What are the best razor brands for a smooth shave? | 0 | 5/5 | 3, 2, 3, 2, 3 |
| Which razor brands are best for thick facial hair? | 0 | 5/5 | 2, 2, 3, 2, 2 |
| What are the best razor brands for beginners? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| What razor brands should I try for daily shaving? | 0 | 5/5 | 2, 2, 2, 2, 2 |
Generated automatically from gaps and weaknesses in the analysis above, ranked by potential impact on the AI Visibility Score.
You score 40 on recall but only 21 on retrieval (gap of +19.8). 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 Razors & Blade Systems 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 2:42 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.