Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about Global without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about Global 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 Global is firmly in the model's "cutlery 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 cutlery brands for home kitchens? | 260 | 4/5 | 8, 6, 4, 4 |
| Which cutlery brands are most recommended by chefs? | 0 | 5/5 | 3, 11, 7, 5, 5 |
| What are the top cutlery brands for quality kitchen knives? | 590 | 5/5 | 4, 3, 8, 3, 4 |
| Which cutlery brands make the sharpest kitchen knives? | 0 | 5/5 | 4, 3, 6, 3, 5 |
| What are the most popular cutlery brands for cooks? | 0 | 5/5 | 5, 4, 4, 5, 5 |
| Can you recommend good cutlery brands for a new kitchen? | 260 | 2/5 | 10, 7 |
| What cutlery brands are worth buying for everyday cooking? | 0 | 3/5 | 4, 6, 7 |
| Which cutlery brands are known for durable kitchen knives? | 0 | 5/5 | 7, 3, 6, 6, 3 |
| What are the best cutlery brands for professional chefs? | 0 | 5/5 | 9, 4, 6, 5, 6 |
| Which cutlery brands offer the best value for the money? | 0 | 0/5 | — |
| What are the best high-end cutlery brands? | 0 | 4/5 | 5, 8, 5, 5 |
| Which cutlery brands are good for beginner cooks? | 0 | 1/5 | 4 |
| What are the best cutlery brands for kitchen knife sets? | 590 | 5/5 | 6, 5, 6, 5, 4 |
| Which cutlery brands are known for professional-grade kitchen knives? | 0 | 5/5 | 6, 9, 5, 6, 6 |
| What are the best cutlery brands for sharpening tools too? | 0 | 3/5 | 6, 5, 4 |
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 AuthorityRetrieval (25) beats recall (13). Current web knows you, but training data lags. Focus on category-phrase density in authoritative sources so future training cycles pick you up.
+5 to +15 on Authority recallYour 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 Cutlery Brands 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 1:35 AM
Click a prompt to expand its responses. 200 total responses across 67 prompts.