What are retired homeowners saying on forums about the reliability and maintenance costs of Toll Brothers luxury builds versus Lennar houses?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are retired homeowners saying on forums about the reliability and maintenance costs of Toll Brothers luxury builds versus Lennar houses?
4 real searches · 1 real-search pass
Toll Brothers vs Lennar homeowner reviews reliability maintenance costs forum Reddit retireesGoogle ↗
OBSERVEDComparison
site:reddit.com Toll Brothers Lennar build quality warranty maintenance homeownerGoogle ↗
OBSERVEDOther / navigational
Toll Brothers homeowners forum construction quality warranty repairs maintenance costsGoogle ↗
OBSERVEDReason
Lennar homeowners forum construction quality warranty repairs maintenance costsGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Toll Brothers vs Lennar homeowner reviews reliability maintenance costs forum Reddit retirees Google ↗
site:reddit.com Toll Brothers Lennar build quality warranty maintenance homeowner Google ↗
Toll Brothers homeowners forum construction quality warranty repairs maintenance costs Google ↗
Lennar homeowners forum construction quality warranty repairs maintenance costs Google ↗
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Toll Brothers vs Lennar homeowner reviews reliability maintenance costs forum Reddit retirees OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
site:reddit.com Toll Brothers Lennar build quality warranty maintenance homeowner OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Toll Brothers homeowners forum construction quality warranty repairs maintenance costs OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Lennar homeowners forum construction quality warranty repairs maintenance costs OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |