Real ChatGPT answer · index seedUM3ELtFf5U8completeTelecom and utilities · energy efficiencycomparison
How does the lifetime cost of a geothermal heat pump compare to getting solar panels installed on our roof if our main goal is to get off fossil fuels and lower monthly bills?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the lifetime cost of a geothermal heat pump compare to getting solar panels installed on our roof if our main goal is to get off fossil fuels and lower monthly bills?
2 real searches · 1 real-search pass
Austin Texas geothermal heat pump installed cost residential lifetime operating cost solar panel rooftop installed cost 2026 electricity rates incentivesGoogle ↗
OBSERVEDComparison
Austin Energy residential solar buyback rate 2026 solar rates geothermal heat pump incentives TexasGoogle ↗
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 (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
Austin Texas geothermal heat pump installed cost residential lifetime operating cost solar panel rooftop installed cost 2026 electricity rates incentives Google ↗
Austin Energy residential solar buyback rate 2026 solar rates geothermal heat pump incentives Texas Google ↗
- Austin, TX Solar Panel Cost: 2026 Prices and Savings · energysage.com
- Austin Energy increases solar incentives for residential and commercial customers · p02env.austinenergy.com
- Heat Pump Cost in Austin, Texas (2026) · heatpumppricing.com
- Consumer Guide to Geothermal Heat Pumps · energy.gov
- Austin Energy increases Value of Solar rate for customer-owned solar, upping bill credits for participating customers · austinenergy.com
- For Your Home · austinenergy.com
- Geothermal Heat Pumps · energy.gov
- Residential Clean Energy Credit · irs.gov
- FS-2025-05: FAQs for modification of sections 25C, 25D, 25E, 30C, 30D, 45L, 45W, AND 179D under Public Law 119-21, 139 Stat. 72 (July 4, 2025), commonly known as the One, Big, Beautiful Bill Act (OBBB). · content.govdelivery.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Austin Texas geothermal heat pump installed cost residential lifetime operating cost solar panel rooftop installed cost 2026 electricity rates incentives OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Austin Energy residential solar buyback rate 2026 solar rates geothermal heat pump incentives Texas OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |