Budget Bronze Shopper
AI recommendation signal analysis across 152 domains for the Budget Bronze Shopper persona in Health 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 Budget Bronze Shopper questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- HealthCare.gov marketplace individual health insurance plans preventive care subsidies compare plans official
- best health insurance companies individual marketplace plans low cost 2026 telehealth customer service
- KFF marketplace health insurance subsidies individual coverage 2026 affordable care act
- NCQA health insurance plan ratings marketplace individual plans customer satisfaction
- best health insurance websites individual coverage affordable
- best health insurance companies for low premiums marketplace HSA
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 |
|---|---|---|
| best affordable health insurance marketplace plans 2026 | 1 | Claude Haiku 4.5 |
| best affordable individual health insurance marketplace plans 2025 low cost | 1 | DeepSeek V4 Pro |
| best health insurance companies for individuals high deductible hsa 2026 | 1 | Claude Sonnet 5 |
| best health insurance companies for low premiums marketplace hsa | 1 | Gemini 3.5 Flash |
| best health insurance companies individual marketplace plans low cost 2026 telehealth customer service | 1 | GPT 5.5 |
| best health insurance companies individuals low premium high deductible reviews 2025 | 1 | DeepSeek V4 Pro |
| best health insurance websites individual coverage affordable | 1 | Gemini 3.5 Flash |
| best individual health insurance companies customer service ratings | 1 | Claude Haiku 4.5 |
| best low-cost individual health insurance marketplace plans 2026 comparison | 1 | Claude Sonnet 5 |
| health insurance comparison websites transparent deductibles copays aca marketplace 2025 | 1 | DeepSeek V4 Pro |
| health insurance comparison websites transparent pricing ehealth healthcare.gov | 1 | Claude Haiku 4.5 |
| health insurance reviews transparent pricing low deductible | 1 | Claude Haiku 4.5 |
| healthcare.gov marketplace individual health insurance plans preventive care subsidies compare plans official | 1 | GPT 5.5 |
| kff marketplace health insurance subsidies individual coverage 2026 affordable care act | 1 | GPT 5.5 |
| ncqa health insurance plan ratings marketplace individual plans customer satisfaction | 1 | GPT 5.5 |
| oscar insurance ambetter cigna customer service digital tools 2026 | 1 | Claude Haiku 4.5 |