Real ChatGPT answer · index seedwe0QsLuP60McompleteTelecom and utilities · energy efficiencycomparison
What are the pros and cons of magnetic storm windows versus replacing my old double-hung windows entirely to lower my winter heating bills?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the pros and cons of magnetic storm windows versus replacing my old double-hung windows entirely to lower my winter heating bills?
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
U.S. Department of Energy storm windows energy savings replacement windows air leakage low-e interior storm windows Google ↗
ENERGY STAR replacement windows energy savings payback existing windows storm windows Google ↗
- Storm Windows · energystar.gov
- Storm Windows Key Product Criteria · energystar.gov
- Install Interior Storm Windows · basc.pnnl.gov
- Interior Storm Windows and Panels · basc.pnnl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. Department of Energy storm windows energy savings replacement windows air leakage low-e interior storm windows OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR replacement windows energy savings payback existing windows storm windows OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |