Comparing the build quality and standard appliance packages of Lennar versus Toll Brothers for entry level master planned communities.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing the build quality and standard appliance packages of Lennar versus Toll Brothers for entry level master planned communities.
3 real searches · 1 real-search pass
Lennar Everything's Included standard features appliances official homebuilder specificationsGoogle ↗
OBSERVEDInstruction
Toll Brothers standard features appliance packages included official homebuilder specifications entry level communitiesGoogle ↗
OBSERVEDOther / navigational
Lennar vs Toll Brothers construction quality homeowner reviews build quality comparisonGoogle ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Lennar Everything's Included standard features appliances official homebuilder specifications Google ↗
Toll Brothers standard features appliance packages included official homebuilder specifications entry level communities Google ↗
Lennar vs Toll Brothers construction quality homeowner reviews build quality comparison Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Lennar Everything's Included standard features appliances official homebuilder specifications OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Toll Brothers standard features appliance packages included official homebuilder specifications entry level communities OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Lennar vs Toll Brothers construction quality homeowner reviews build quality comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |