Neutral
AI recommendation signal analysis across 124 domains for the Neutral persona in Tax Prep Services for Consumers.
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 Tax Prep Services for Consumers 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 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 |