Neutral
AI recommendation signal analysis across 115 domains for the Neutral 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.
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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 Neutral questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- best health insurance companies 2026 United States rankings NCQA J.D. Power Forbes Health Insure.com
- NCQA health plan ratings 2025 commercial health insurance
- J.D. Power 2025 U.S. Commercial Member Health Plan Study
- HealthCare.gov marketplace official health insurance plans
- best health insurance companies US 2025 2026
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 |
|---|---|---|
| "humana.com" "cigna.com" "centene.com" "molina.com" "unitedhealth.com" "aetna.com" health insurance | 1 | Claude Haiku 4.5 |
| best health insurance companies 2025 top rated | 1 | DeepSeek V4 Pro |
| best health insurance companies 2026 | 1 | Claude Sonnet 5 |
| best health insurance companies 2026 united states rankings ncqa j.d. power forbes health insure.com | 1 | GPT 5.5 |
| best health insurance companies us 2025 2026 | 1 | Gemini 3.5 Flash |
| healthcare.gov marketplace official health insurance plans | 1 | GPT 5.5 |
| humana cigna centene molina horizon blue cross blue shield website domains | 1 | Claude Haiku 4.5 |
| j.d. power 2025 u.s. commercial member health plan study | 1 | GPT 5.5 |
| kaiser permanente humana unitedhealth aetna elevance official website domains | 1 | Claude Haiku 4.5 |
| ncqa health plan ratings 2025 commercial health insurance | 1 | GPT 5.5 |
| top 10 health insurance companies websites | 1 | Claude Haiku 4.5 |
| top health insurance marketplace websites comparison | 1 | Claude Sonnet 5 |
| top health insurance websites comparison 2025 | 1 | DeepSeek V4 Pro |