Measures what GPT-5 believes about Encompass Insurance 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 Encompass Insurance is firmly in the model's "auto-home bundle insurer" 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 auto-home bundle insurers? | 0 | 0/5 | — |
| Which insurers offer the best auto and home insurance bundle? | 10 | 0/5 | — |
| What are the top auto-home bundle insurance companies? | 0 | 0/5 | — |
| What are the most popular companies for bundling auto and home insurance? | 0 | 0/5 | — |
| Which auto-home bundle insurer is most recommended? | 0 | 0/5 | — |
| What are the best companies for bundled auto and homeowners insurance? | 0 | 0/5 | — |
| Who has the best discounts for auto and home insurance bundles? | 0 | 0/5 | — |
| What are the top-rated auto and home insurance bundle options? | 0 | 0/5 | — |
| Which insurance companies are best for combining auto and home coverage? | 0 | 0/5 | — |
| What are the most trusted auto-home bundle insurers? | 0 | 0/5 | — |
| What are the best multi-policy home and auto insurance providers? | 0 | 0/5 | — |
| Which insurers are best for a home and car insurance bundle? | 27,100 | 0/5 | — |
| What are the leading companies for home and auto insurance discounts? | 0 | 0/5 | — |
| What auto-home insurers are easiest to bundle with? | 0 | 0/5 | — |
| Which companies offer the best value for auto-home insurance bundles? | 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 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 monthsThe 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 LBAOther brands in the Auto-Home Bundle Insurers 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 4:26 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.