Measures what GPT-5 believes about Bevel 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 Bevel 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 | 0/5 | — |
| What are the top razor brands for men? | 0 | 1/5 | 6 |
| What are the most popular razor brands right now? | 90 | 0/5 | — |
| Which razor brands are best for sensitive skin? | 0 | 0/5 | — |
| What are the best disposable razor brands? | 10 | 0/5 | — |
| What are the best cartridge razor brands? | 0 | 0/5 | — |
| 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 | 1/5 | 7 |
| What razor brands are worth buying? | 0 | 0/5 | — |
| What are the best razors for shaving my face? | 30 | 0/5 | — |
| What are the best razor brands for a smooth shave? | 0 | 0/5 | — |
| Which razor brands are best for thick facial hair? | 0 | 0/5 | — |
| What are the best razor brands for beginners? | 0 | 0/5 | — |
| What razor brands should I try for daily shaving? | 0 | 2/5 | 6, 5 |
This report focuses on Razors & Blade Systems because that is where Bevel 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 AuthorityThe model knows your brand when asked directly (LBA > 0) but never volunteers you in category queries. You are outside the model's go-to list. Co-mention density with established category leaders is the single biggest lever: get listed in "Top 10 X" articles alongside the brands the model currently names.
+10 to +30 on TOM over 12-18 monthsYour 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 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.