Comparing Lennar and Toll Brothers energy efficiency standards, which builder offers better long term utility savings for a tight budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing Lennar and Toll Brothers energy efficiency standards, which builder offers better long term utility savings for a tight budget?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Lennar energy efficiency standards HERS score insulation HVAC ENERGY STAR official 2026 Google ↗
Toll Brothers energy efficiency standards HERS score insulation HVAC ENERGY STAR official 2026 Google ↗
- Lennar Corporation NPS 2026 · materials.proxyvote.com
- Lennar · lennar.com
- Sustainability Report for Toll Brothers (TOL) · tollbrothers.com
- Sustainability Report for Toll Brothers (TOL) · tollbrothers.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Lennar energy efficiency standards HERS score insulation HVAC ENERGY STAR official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Toll Brothers energy efficiency standards HERS score insulation HVAC ENERGY STAR official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |