Measures what GPT-5 believes about OuiCar 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 OuiCar is firmly in the model's "peer-to-peer car sharing platform" 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 peer-to-peer car sharing platforms? | 10 | 0/5 | — |
| What are the most popular peer-to-peer car sharing apps? | 0 | 0/5 | — |
| Which peer-to-peer car sharing platform is best for renters? | 0 | 0/5 | — |
| What are the top peer-to-peer car rental services? | 0 | 0/5 | — |
| Which car sharing platforms let you rent from private owners? | 9,900 | 2/5 | 5, 5 |
| What are the best apps for renting a car from a person nearby? | 0 | 0/5 | — |
| What peer-to-peer car sharing sites are most recommended? | 0 | 0/5 | — |
| What are the best alternatives to traditional car rental for short trips? | 260 | 0/5 | — |
| What are the best car sharing platforms for flexible rentals? | 0 | 0/5 | — |
| Which peer-to-peer car sharing platforms have the most vehicles? | 0 | 0/5 | — |
| What are the best peer-to-peer car sharing options for weekend trips? | 0 | 0/5 | — |
| Which peer-to-peer car rental platforms are easiest to use? | 0 | 1/5 | 5 |
| What are the best peer-to-peer car sharing platforms in my area? | 0 | 0/5 | — |
| What are the most trusted peer-to-peer car sharing apps? | 0 | 0/5 | — |
| Which peer-to-peer car sharing platform is 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 AuthorityThe model knows your category but may not name your specific products. Get product-level content into independent reviews, comparison articles, and ranked lists.
+5 to +15 on LBAYour 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 Peer-to-Peer Car Sharing Platforms 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 3:21 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.