Real ChatGPT answer · index seedes4KYVqtTyQcompleteReal estate · new constructioncomparison

Are built in solar panel roof tiles worth the extra upfront investment compared to traditional bolted panels on a newly built single story house?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are built in solar panel roof tiles worth the extra upfront investment compared to traditional bolted panels on a newly built single story house?
3 real searches · 1 real-search pass
2026 solar roof shingles vs traditional solar panel cost per watt Tesla Solar Roof cost comparison new constructionGoogle ↗
OBSERVEDComparison
Virginia residential solar net metering rules 2026 Dominion Energy residential solarGoogle ↗
OBSERVEDInstruction
2026 federal residential clean energy credit solar 25D expiration 2025 official IRSGoogle ↗
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)
Short factOther / navigationalComparison33%ConsequenceReason33%DefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 2 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
2026 solar roof shingles vs traditional solar panel cost per watt Tesla Solar Roof cost comparison new construction Google ↗
Virginia residential solar net metering rules 2026 Dominion Energy residential solar Google ↗
2026 federal residential clean energy credit solar 25D expiration 2025 official IRS Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 solar roof shingles vs traditional solar panel cost per watt Tesla Solar Roof cost comparison new construction
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Virginia residential solar net metering rules 2026 Dominion Energy residential solar
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
2026 federal residential clean energy credit solar 25D expiration 2025 official IRS
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1