Bundle Optimizer
AI recommendation signal analysis across 50 domains for the Bundle Optimizer persona in Homeowners Insurance.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
Get in touch →How to use this page
See the searches AI runs for itself
When an AI model needs the web to answer, it writes its own search queries. These are those queries, word for word. They show how machines translate buyer questions into searches, so make sure your pages answer the queries the models actually run, not just the ones humans type.
Where the numbers come from
During the LLM runs that used web search, we captured every search query each model issued for this segment's questions. Counts are small by nature: a model typically runs only a handful of these searches per question.
What's on this page
A side-by-side comparison of any two models' queries, and a table of every query with the models that used it.
Compare two models' fanout queries
The exact web searches each model ran while answering Bundle Optimizer questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- best home and auto insurance bundles multi policy discounts customer satisfaction 2026
- home auto bundle insurance discounts companies NerdWallet 2026
- J.D. Power 2025 U.S. Home Insurance Study homeowners insurance customer satisfaction
- J.D. Power 2025 U.S. Auto Insurance Study customer satisfaction
- State Farm home auto bundle discount official
- Amica home auto bundle discount official
- Auto-Owners home auto bundle discount homeowners auto official
- Erie home auto bundle discount official
- USAA home auto bundle discount official
- Nationwide home auto bundle discount official
- Travelers home auto bundle discount official
- American Family home auto bundle discount official
- best homeowners insurance companies for bundling 2026
- best home and auto bundle insurance companies
All fanout queries
Every fanout query for this segment, with how many models used it and which ones. Overlap between models means they translated the same buyer question into the same search, a strong signal that ranking for that query matters.
| Query | LLM Count | LLMs |
|---|---|---|
| american family home auto bundle discount official | 1 | GPT 5.5 |
| amica home auto bundle discount official | 1 | GPT 5.5 |
| auto-owners home auto bundle discount homeowners auto official | 1 | GPT 5.5 |
| best home and auto bundle insurance companies | 1 | Gemini 3.5 Flash |
| best home and auto insurance bundle discounts comparison 2026 | 1 | Claude Sonnet 5 |
| best home and auto insurance bundles multi policy discounts customer satisfaction 2026 | 1 | GPT 5.5 |
| best homeowners insurance bundle auto multi-policy discount comparison 2025 | 1 | DeepSeek V4 Pro |
| best homeowners insurance companies claims satisfaction 2026 | 1 | Claude Sonnet 5 |
| best homeowners insurance companies for bundling 2026 | 1 | Gemini 3.5 Flash |
| best homeowners insurance companies multi-policy bundling discounts 2024 2025 | 1 | Claude Haiku 4.5 |
| erie home auto bundle discount official | 1 | GPT 5.5 |
| home auto bundle insurance discounts companies nerdwallet 2026 | 1 | GPT 5.5 |
| home auto insurance bundle comparison customer service reviews | 1 | Claude Haiku 4.5 |
| homeowners insurance bundling discounts loyalty rewards transparency | 1 | Claude Haiku 4.5 |
| homeowners insurance bundling discounts real savings vs advertised 2025 review | 1 | DeepSeek V4 Pro |
| j.d. power 2025 u.s. auto insurance study customer satisfaction | 1 | GPT 5.5 |
| j.d. power 2025 u.s. home insurance study homeowners insurance customer satisfaction | 1 | GPT 5.5 |
| nationwide home auto bundle discount official | 1 | GPT 5.5 |
| state farm home auto bundle discount official | 1 | GPT 5.5 |
| top home and auto insurance bundle companies customer satisfaction ratings 2025 | 1 | DeepSeek V4 Pro |
| travelers home auto bundle discount official | 1 | GPT 5.5 |
| usaa home auto bundle discount official | 1 | GPT 5.5 |