Measures what GPT-5 believes about Lemonade 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 Lemonade is firmly in the model's "renters insurance provider" 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 renters insurance providers? | 20 | 5/5 | 1, 2, 2, 3, 2 |
| Which renters insurance companies are most recommended? | 0 | 5/5 | 1, 2, 3, 2, 2 |
| What are the top renters insurance providers for tenants? | 10 | 5/5 | 2, 1, 1, 1, 1 |
| What are the most popular renters insurance options? | 0 | 5/5 | 1, 1, 4, 1, 1 |
| Can you recommend good renters insurance providers? | 0 | 5/5 | 2, 1, 1, 1, 1 |
| What renters insurance provider should I choose? | 0 | 5/5 | 1, 2, 1, 1, 1 |
| What are the best renters insurance companies for coverage and price? | 2,400 | 5/5 | 2, 1, 1, 1, 2 |
| Which renters insurance providers have the best reviews? | 0 | 5/5 | 3, 5, 4, 5, 4 |
| What are the best-rated renters insurance providers? | 0 | 5/5 | 1, 5, 1, 6, 3 |
| What are the leading renters insurance companies? | 0 | 5/5 | 3, 2, 3, 3, 3 |
| What are the best affordable renters insurance providers? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| What are the best renters insurance options for apartment renters? | 14,800 | 5/5 | 1, 1, 1, 1, 1 |
| Which renters insurance providers are easiest to sign up with? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| What are the best renters insurance providers for first-time renters? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| What are the best renters insurance providers for tenants? | 1,600 | 5/5 | 2, 1, 1, 1, 1 |
This report focuses on Renters Insurance Providers because that is where Lemonade 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.
You score 100 on recall but only 45 on retrieval (gap of +55.2). Training-data authority is outpacing your current web footprint. Publish fresh, well-cited content to keep search-augmented responses including your brand.
Close the fragility gapYour 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 Renters Insurance Providers 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 4:22 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.