Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about My Subscription Addiction without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about My Subscription Addiction 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 My Subscription Addiction is firmly in the model's "subscription box marketplace" 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 subscription box marketplaces? | 0 | 2/5 | 4, 3 |
| What are the top subscription box marketplaces for finding new boxes? | 0 | 4/5 | 2, 2, 2, 2 |
| Which subscription box marketplaces are most popular right now? | 0 | 2/5 | 2, 2 |
| What subscription box marketplaces do people recommend most? | 0 | 2/5 | 2, 3 |
| What are the best websites for buying subscription boxes? | 0 | 0/5 | — |
| Which subscription box marketplaces have the best selection? | 0 | 1/5 | 3 |
| What are the best places to browse multiple subscription boxes in one spot? | 0 | 5/5 | 2, 6, 6, 2, 2 |
| What are the best subscription box marketplaces for gifts? | 0 | 0/5 | — |
| What are the most trusted subscription box marketplaces? | 0 | 1/5 | 2 |
| Which subscription box marketplaces are worth using? | 0 | 3/5 | 9, 2, 3 |
| What are the best subscription box marketplaces for trying new brands? | 0 | 0/5 | — |
| What are the top-rated subscription box marketplaces online? | 0 | 1/5 | 2 |
| What are the best subscription box marketplaces for variety? | 0 | 1/5 | 3 |
| Which subscription box marketplaces have the most options? | 0 | 3/5 | 2, 2, 4 |
| What are the best subscription box marketplaces for all kinds of boxes? | 0 | 5/5 | 4, 2, 6, 2, 7 |
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 (24) beats recall (8). 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 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 Subscription Box Marketplaces 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 22, 2026 at 10:29 PM
Click a prompt to expand its responses. 210 total responses across 72 prompts.