First Time Family
AI recommendation signal analysis across 142 domains for the First Time Family persona in Homebuilders New Homes.
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 First Time Family questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- 2026 best home builders first time buyers new construction reviews warranty incentives closing costs
- Builder Magazine 2025 top 100 home builders United States new homes
- new construction home builder buyer reviews warranty incentives first time homebuyers
- best homebuilders for first time buyers safety warranty standards reviews
- top national homebuilders first time buyers affordable
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 |
|---|---|---|
| 2026 best home builders first time buyers new construction reviews warranty incentives closing costs | 1 | GPT 5.5 |
| best home builders for first time family buyers 2024 2025 reviews | 1 | DeepSeek V4 Pro |
| best homebuilders first time buyers 2025 2026 | 1 | Claude Haiku 4.5 |
| best homebuilders for first time buyers safety warranty standards reviews | 1 | Gemini 3.5 Flash |
| best national home builders for first-time buyers reviews 2026 | 1 | Claude Sonnet 5 |
| builder magazine 2025 top 100 home builders united states new homes | 1 | GPT 5.5 |
| homebuilder ratings first time family buyers warranty | 1 | Claude Haiku 4.5 |
| homebuilder websites transparent pricing reviews online tours 2026 | 1 | Claude Haiku 4.5 |
| new construction home builder buyer reviews warranty incentives first time homebuyers | 1 | GPT 5.5 |
| new home builder reviews build quality punch list transparency | 1 | Claude Sonnet 5 |
| new home builders transparent pricing no hidden fees first time buyers | 1 | DeepSeek V4 Pro |
| newhomesource zillow redfin new construction builder websites | 1 | Claude Haiku 4.5 |
| top national home builders reputation warranty customer satisfaction 2024 | 1 | DeepSeek V4 Pro |
| top national homebuilders first time buyers affordable | 1 | Gemini 3.5 Flash |
| top new home builders reviews transparency quality | 1 | Claude Haiku 4.5 |