Real ChatGPT answer · index seedx21ALJzKsh8completeHome services and improvement · contractors and remodelingcomparison
Can you compare Pella fiberglass windows to Andersen composite windows for energy efficiency in a two-story colonial house?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare Pella fiberglass windows to Andersen composite windows for energy efficiency in a two-story colonial house?
4 real searches · 1 real-search pass
Pella Impervia fiberglass window energy performance NFRC U-factor SHGC air infiltration official specifications Andersen 100 Series Fibrex energy performance NFRC U-factor officialGoogle ↗
OBSERVEDReason
site:pella.com Impervia windows performance U-factor NFRC fiberglass specificationsGoogle ↗
OBSERVEDOther / navigational
site:andersenwindows.com 100 Series Fibrex windows NFRC U-factor performance specificationsGoogle ↗
OBSERVEDOther / navigational
site:energystar.gov windows doors U-factor climate zone New York ENERGY STAR criteriaGoogle ↗
OBSERVEDOther / navigational
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). 4 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
Pella Impervia fiberglass window energy performance NFRC U-factor SHGC air infiltration official specifications Andersen 100 Series Fibrex energy performance NFRC U-factor official Google ↗
site:pella.com Impervia windows performance U-factor NFRC fiberglass specifications Google ↗
site:andersenwindows.com 100 Series Fibrex windows NFRC U-factor performance specifications Google ↗
site:energystar.gov windows doors U-factor climate zone New York ENERGY STAR criteria Google ↗
- 100 Series Windows & Doors · aw930cdnprdcd.azureedge.net
- High Performing Windows or Storm Windows · energystar.gov
- Energy Efficient Windows · andersenwindows.com
- Pella Performance Information · pella.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pella Impervia fiberglass window energy performance NFRC U-factor SHGC air infiltration official specifications Andersen 100 Series Fibrex energy performance NFRC U-factor official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
site:pella.com Impervia windows performance U-factor NFRC fiberglass specifications OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:andersenwindows.com 100 Series Fibrex windows NFRC U-factor performance specifications OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:energystar.gov windows doors U-factor climate zone New York ENERGY STAR criteria OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |