Measures what GPT-5 believes about Turo 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 Turo 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 | 5/5 | 1, 1, 1, 1, 1 |
| What are the most popular peer-to-peer car sharing apps? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| Which peer-to-peer car sharing platform is best for renters? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| What are the top peer-to-peer car rental services? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| Which car sharing platforms let you rent from private owners? | 9,900 | 5/5 | 1, 1, 1, 1, 1 |
| What are the best apps for renting a car from a person nearby? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| What peer-to-peer car sharing sites are most recommended? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| What are the best alternatives to traditional car rental for short trips? | 260 | 5/5 | 5, 1, 3, 3, 5 |
| What are the best car sharing platforms for flexible rentals? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| Which peer-to-peer car sharing platforms have the most vehicles? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| What are the best peer-to-peer car sharing options for weekend trips? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| Which peer-to-peer car rental platforms are easiest to use? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| What are the best peer-to-peer car sharing platforms in my area? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| What are the most trusted peer-to-peer car sharing apps? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| Which peer-to-peer car sharing platform is best overall? | 0 | 5/5 | 1, 1, 1, 1, 1 |
This report focuses on Peer-to-Peer Car Sharing Platforms because that is where Turo scores highest. The model also evaluates it against the industries below, with their own prompts and competitor sets. Click any industry for its full leaderboard.
Generated automatically from gaps and weaknesses in the analysis above, ranked by potential impact on the AI Visibility Score.
Your LBA is strong. Focus on maintaining authoritative coverage and ensuring new product launches get independent reviews within 12 months of release.
Maintain current LBACore TOM is strong. Watch for specific differentiators (slogans, signature products) that appear in only some iterations. Push those into training-data-crawled headlines.
Maintain / refine 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.