Real ChatGPT answer · index seeduHxXp55pS9ccompleteHome services and improvement · solar panelscommercial
Can you compare the total upfront cost versus long-term savings of solar roof shingles versus standard panels for a medium-sized roof?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the total upfront cost versus long-term savings of solar roof shingles versus standard panels for a medium-sized roof?
3 real searches · 1 real-search pass
2026 residential solar panel installation cost per watt 8 kW average cost solar shingles cost Tesla Solar Roof comparisonGoogle ↗
OBSERVED
NREL residential rooftop solar lifetime savings degradation maintenance lifespan solar panels 25 yearsGoogle ↗
OBSERVED
EnergySage solar roof shingles cost per watt Tesla Solar Roof 2025 costGoogle ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
2026 residential solar panel installation cost per watt 8 kW average cost solar shingles cost Tesla Solar Roof comparison Google ↗
NREL residential rooftop solar lifetime savings degradation maintenance lifespan solar panels 25 years Google ↗
EnergySage solar roof shingles cost per watt Tesla Solar Roof 2025 cost Google ↗
- Should I Replace my Rooftop Solar System? · energy.gov
- End-of-Life Management for Solar Photovoltaics · energy.gov
- 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 (OBBB) · irs.gov
- State of Hawaiʻi and Federal Incentives · energy.hawaii.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 residential solar panel installation cost per watt 8 kW average cost solar shingles cost Tesla Solar Roof comparison OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NREL residential rooftop solar lifetime savings degradation maintenance lifespan solar panels 25 years OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
EnergySage solar roof shingles cost per watt Tesla Solar Roof 2025 cost OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |