Neutral
AI recommendation signal analysis across 124 domains for the Neutral persona in Tax Prep Services for Consumers.
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 tax software 2026 TurboTax H&R Block TaxSlayer FreeTaxUSA Cash App Taxes reviews
- IRS Direct File 2026 free tax filing states official
- PCMag best tax software 2026 TurboTax H&R Block TaxAct TaxSlayer FreeTaxUSA
- NerdWallet best tax software 2026 TurboTax H&R Block FreeTaxUSA TaxSlayer
- top consumer tax prep websites
- best tax preparation software services 2026
- "Cash App Taxes" domain
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 |
|---|---|---|
| "cash app taxes" domain | 1 | Gemini 3.5 Flash |
| best tax preparation services 2025 top rated consumer business | 1 | DeepSeek V4 Pro |
| best tax preparation services 2026 | 1 | Claude Haiku 4.5 |
| best tax preparation services rankings 2026 | 1 | Claude Haiku 4.5 |
| best tax preparation software 2026 consumers | 1 | Claude Sonnet 5 |
| best tax preparation software services 2026 | 1 | Gemini 3.5 Flash |
| best tax software 2026 turbotax h&r block taxslayer freetaxusa cash app taxes reviews | 1 | GPT 5.5 |
| best tax software for small businesses 2026 | 1 | Claude Sonnet 5 |
| irs direct file 2026 free tax filing states official | 1 | GPT 5.5 |
| nerdwallet best tax software 2026 turbotax h&r block freetaxusa taxslayer | 1 | GPT 5.5 |
| pcmag best tax software 2026 turbotax h&r block taxact taxslayer freetaxusa | 1 | GPT 5.5 |
| ramsey smarttax liberty tax onlineefile 1040 tax preparation 2026 | 1 | Claude Haiku 4.5 |
| top 10 tax software 2026 turbotax h&r block irs | 1 | Claude Haiku 4.5 |
| top consumer tax prep websites | 1 | Gemini 3.5 Flash |
| top tax prep websites 2025 review comparison | 1 | DeepSeek V4 Pro |