Neutral
AI recommendation signal analysis across 45 domains for the Neutral persona in Consumer Banking.
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 banks 2026 consumer banking NerdWallet best banks
- Forbes Advisor best banks 2026 consumer banking
- Bankrate best banks consumer checking savings 2026
- J.D. Power 2026 U.S. Retail Banking Satisfaction Study
- top consumer banks website rankings
- best consumer banks 2026
- best online banks consumer banking 2025
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 |
|---|---|---|
| ally bank varo sofi chime top online banks domain | 1 | Claude Haiku 4.5 |
| bankrate best banks consumer checking savings 2026 | 1 | GPT 5.5 |
| best banks 2026 consumer banking nerdwallet best banks | 1 | GPT 5.5 |
| best consumer banking businesses 2025 reviews | 1 | DeepSeek V4 Pro |
| best consumer banks 2026 | 1 | Gemini 3.5 Flash |
| best consumer banks 2026 rankings | 1 | Claude Sonnet 5 |
| best online banks consumer banking 2025 | 1 | Gemini 3.5 Flash |
| chase bank wells fargo bank of america citibank domain names | 1 | Claude Haiku 4.5 |
| forbes advisor best banks 2026 consumer banking | 1 | GPT 5.5 |
| j.d. power 2026 u.s. retail banking satisfaction study | 1 | GPT 5.5 |
| top 10 best consumer banking websites 2026 | 1 | Claude Haiku 4.5 |
| top consumer banking websites best online banks 2025 | 1 | DeepSeek V4 Pro |
| top consumer banking websites reviews best online banks | 1 | Claude Sonnet 5 |
| top consumer banks website rankings | 1 | Gemini 3.5 Flash |