Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about Isopure without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about Isopure 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 Isopure is firmly in the model's "protein powder" 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 protein powder brands for everyday use? | 2,400 | 2/5 | 8, 5 |
| Which protein powder brands are most popular right now? | 110 | 3/5 | 9, 10, 5 |
| What are the top-rated protein powder brands? | 10 | 3/5 | 10, 8, 10 |
| Which protein powder brands are most recommended by fitness people? | 10 | 5/5 | 7, 6, 8, 6, 5 |
| What are the best protein powder options for muscle gain? | 12,100 | 2/5 | 5, 4 |
| What protein powder brands should I look at first? | 5,400 | 0/5 | — |
| What are the best protein powder brands for beginners? | 480 | 0/5 | — |
| Which protein powder brands have the best reviews? | 0 | 3/5 | 4, 7, 4 |
| What are the most trusted protein powder brands? | 40 | 2/5 | 10, 10 |
| What are the best protein powder brands for meal replacement? | 12,100 | 0/5 | — |
| Which protein powder brands are worth buying? | 0 | 0/5 | — |
| What are the best protein powder brands for men? | 2,900 | 2/5 | 7, 5 |
| What are the best protein powder brands for women? | 18,100 | 1/5 | 8 |
| Which protein powder brands are best for weight loss? | 22,200 | 5/5 | 3, 1, 1, 1, 2 |
| What are the most reliable protein powder brands? | 10 | 1/5 | 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 AuthorityYou score 43 on recall but only 1 on retrieval (gap of +42.4). 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 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 Protein Powders 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 1:57 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.