Real ChatGPT answer · index seedEkx4yJp7qCAcompleteReal estate · new constructionbrand

What do Reddit threads and consumer forums say about the actual energy savings from Lennar upgraded insulation and window packages?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do Reddit threads and consumer forums say about the actual energy savings from Lennar upgraded insulation and window packages?
3 real searches · 1 real-search pass
site:reddit.com Lennar upgraded insulation windows energy bill savings insulation packageGoogle ↗
OBSERVED
Lennar home insulation upgrade window package energy savings homeowner forumGoogle ↗
OBSERVED
Lennar R-38 insulation Low-E windows energy efficiency owner experience forumGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
site:reddit.com Lennar upgraded insulation windows energy bill savings insulation package Google ↗
Lennar home insulation upgrade window package energy savings homeowner forum Google ↗
Lennar R-38 insulation Low-E windows energy efficiency owner experience forum Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:reddit.com Lennar upgraded insulation windows energy bill savings insulation package
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Lennar home insulation upgrade window package energy savings homeowner forum
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Lennar R-38 insulation Low-E windows energy efficiency owner experience forum
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1