Real ChatGPT answer · index seedkL3o8sEmnMEcompleteTelecom and utilities · energy efficiencycomparison
Analyze the cost effectiveness of installing Aeroseal duct sealing versus adding blown-in cellulose attic insulation to lower an abnormally high summer electric bill.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Analyze the cost effectiveness of installing Aeroseal duct sealing versus adding blown-in cellulose attic insulation to lower an abnormally high summer electric bill.
3 real searches · 1 real-search pass
Aeroseal duct sealing cost average home savings percentage duct leakage official study FloridaGoogle ↗
OBSERVEDReason
blown in cellulose attic insulation cost per square foot R value Florida energy savings cooling officialGoogle ↗
OBSERVEDComparison
Florida attic insulation recommended R value climate zone 2 Brandon Florida DOEGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Aeroseal duct sealing cost average home savings percentage duct leakage official study Florida Google ↗
blown in cellulose attic insulation cost per square foot R value Florida energy savings cooling official Google ↗
Florida attic insulation recommended R value climate zone 2 Brandon Florida DOE Google ↗
- Aeroseal Duct Sealing Cost for U.S. Homes 2026 · pickhvac.com
- Blown-In Insulation Brandon FL · goldstar-insulation.com
- Insulation · myfloridahomeenergy.com
- Duct Sealing · energystar.gov
- Benefits of Duct Sealing · energystar.gov
- OEDI: Raleigh Housing Authority Duct Sealing Evaluation · data.openei.org
- Ducts Sealing Using Injected Spray Sealant, Raleigh, North Carolina (Fact Sheet) · research-hub.nlr.gov
- Methodology for Estimated Energy Savings · energystar.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Aeroseal duct sealing cost average home savings percentage duct leakage official study Florida OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
blown in cellulose attic insulation cost per square foot R value Florida energy savings cooling official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Florida attic insulation recommended R value climate zone 2 Brandon Florida DOE OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |