Budget Switcher
AI recommendation signal analysis across 69 domains for the Budget Switcher persona in Homeowners Insurance.
Many tables and charts on this page show only the top few results; the full data behind them runs far deeper. The complete report unlocks every row, chart, and download for this industry.
Get the full Homeowners Insurance report →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 Budget Switcher questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- best homeowners insurance companies online quotes customer satisfaction discounts bundling digital claims 2026
- J.D. Power 2025 U.S. Home Insurance Study homeowners insurance satisfaction
- AM Best homeowners insurance financial strength State Farm Allstate USAA Amica Lemonade Hippo Erie Nationwide Travelers
- top homeowners insurance companies easy online quotes comparison
- best homeowners insurance companies 2026 reviews
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 |
|---|---|---|
| am best homeowners insurance financial strength state farm allstate usaa amica lemonade hippo erie nationwide travelers | 1 | GPT 5.5 |
| best homeowners insurance companies 2025 compare quotes save money | 1 | DeepSeek V4 Pro |
| best homeowners insurance companies 2026 affordable quotes | 1 | Claude Haiku 4.5 |