Measures what GPT-5 believes about Dr. Barbara Sturm 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 Dr. Barbara Sturm is firmly in the model's "face moisturizer" 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 face moisturizer brands for dry skin? | 0 | 0/5 | — |
| What are the top luxury face moisturizer brands? | 0 | 4/5 | 6, 6, 10, 7 |
| Which face moisturizer brands are most recommended by skincare experts? | 0 | 0/5 | — |
| What are the best face moisturizer brands for anti-aging? | 0 | 0/5 | — |
| Which high-end face moisturizer brands are worth trying? | 0 | 5/5 | 5, 5, 5, 5, 6 |
| What are the most popular premium face moisturizer options? | 0 | 5/5 | 6, 5, 5, 4, 5 |
| What are the best face moisturizer brands for glowing skin? | 0 | 0/5 | — |
| Which prestige face moisturizer brands have the best reviews? | 0 | 1/5 | 4 |
| What are the best moisturizing creams for mature skin? | 0 | 0/5 | — |
| What luxury face moisturizers do people swear by? | 0 | 5/5 | 7, 6, 6, 7, 7 |
| Which face moisturizer brands are known for rich textures and hydration? | 0 | 0/5 | — |
| What are the best face moisturizer brands for sensitive skin? | 0 | 0/5 | — |
| What are the best face moisturizer brands for brightening dull skin? | 0 | 0/5 | — |
| What are the most loved luxury skincare creams for the face? | 0 | 1/5 | 9 |
| Which face moisturizer brands are the best overall? | 0 | 0/5 | — |
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 Luxury Face Moisturizers 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 2:22 AM
Click a prompt to expand its responses. 202 total responses across 68 prompts.