Measures what GPT-5 believes about Edel & Stark 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 Edel & Stark is firmly in the model's "luxury car rental firm" 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 luxury car rental firms for a weekend getaway? | 0 | 0/5 | — |
| What are the top exotic car rental companies for special occasions? | 0 | 0/5 | — |
| Which luxury car rental firms are most recommended by travelers? | 0 | 0/5 | — |
| What are the most popular exotic car rental options near me? | 0 | 0/5 | — |
| Which premium car rental companies are best for high-end vehicles? | 0 | 0/5 | — |
| What are the best exotic car rentals for a birthday experience? | 0 | 0/5 | — |
| Which luxury car rental companies offer the nicest fleet? | 1,900 | 0/5 | — |
| What are the best luxury car rental firms for weddings? | 0 | 0/5 | — |
| Which exotic car rental companies are worth booking? | 0 | 0/5 | — |
| What are the top-rated luxury car rental firms in the U.S.? | 0 | 0/5 | — |
| What are the best high-end car rental companies for a road trip? | 0 | 0/5 | — |
| Which luxury car rental firms have the best reviews? | 0 | 0/5 | — |
| What are the most reputable exotic car rental companies? | 0 | 0/5 | — |
| What luxury car rental firms do people use for celebrations? | 0 | 0/5 | — |
| Which premium exotic car rental companies are best for first-time renters? | 0 | 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 AuthorityThe model knows your brand when asked directly (LBA > 0) but never volunteers you in category queries. You are outside the model's go-to list. Co-mention density with established category leaders is the single biggest lever: get listed in "Top 10 X" articles alongside the brands the model currently names.
+10 to +30 on TOM over 12-18 monthsOther brands in the Luxury and Exotic Car Rental Firms 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 3:26 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.