Real ChatGPT answer · index seedWCoSsafEgQwcompleteHome services and improvement · contractors and remodelinginformational
how much extra does it cost to add energy efficient triple pane glass during a whole house window replacement project
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
how much extra does it cost to add energy efficient triple pane glass during a whole house window replacement project
1 real search · 1 real-search pass
2026 cost to upgrade double pane to triple pane windows additional cost per window whole house replacementGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 cost to upgrade double pane to triple pane windows additional cost per window whole house replacement Google ↗
- How Much Do Triple-Pane Windows Cost? (2026) · thisoldhouse.com
- How Much Do Triple-Pane Windows Cost to Install? [2026 Data] · angi.com
- How Much Do Triple-Pane Windows Cost to Install or Replace? (2026) · homeguide.com