Measures what GPT-5 believes about The Paris Review 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 The Paris Review is firmly in the model's "lifestyle & culture magazine" 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 lifestyle and culture magazines right now? | 50 | 3/5 | 13, 2, 2 |
| Which lifestyle and culture magazines are most popular? | 70 | 0/5 | — |
| What are the top lifestyle magazines for readers who like travel, food, and fashion? | 20 | 0/5 | — |
| Which culture magazines are worth subscribing to? | 10 | 5/5 | 4, 3, 3, 2, 4 |
| What are the most recommended lifestyle magazines? | 0 | 0/5 | — |
| Which premium lifestyle magazines have the best content? | 0 | 0/5 | — |
| What are the best magazines for fashion and culture content? | 20 | 0/5 | — |
| Which magazines cover modern lifestyle trends best? | 0 | 0/5 | — |
| What are the most popular magazine subscriptions for lifestyle content? | 20 | 0/5 | — |
| Which magazines are best for people interested in arts and culture? | 0 | 5/5 | 5, 8, 5, 5, 7 |
| What lifestyle magazines do people usually subscribe to? | 0 | 0/5 | — |
| Which magazines are considered the best for curated lifestyle advice? | 0 | 0/5 | — |
| What are the best digital lifestyle and culture magazines? | 20 | 0/5 | — |
| Which magazines have the best mix of travel, food, and design coverage? | 0 | 0/5 | — |
| What are the top magazines for upscale lifestyle content? | 20 | 0/5 | — |
Generated automatically from gaps and weaknesses in the analysis above, ranked by potential impact on the AI Visibility Score.
Your LBA is low. The model has limited or no specific beliefs about your brand. Focus on authoritative third-party coverage: Wikipedia, industry-specific publications, founder interviews on podcasts with transcripts, and "best of" list articles.
+10 to +25 on LBA over 12-24 monthsYour 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 TOMOther brands in the Lifestyle & Culture Magazines 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 6:04 AM
Click a prompt to expand its responses. 177 total responses across 72 prompts.