Real ChatGPT answer · index seed9v3ZVMiB2RocompleteHome services and improvement · solar panelscommercial

Compare the true ROI timeline for Tesla Solar Roof tiles versus standard monocrystalline panels mounted with racking on a 2800 square foot asphalt shingle roof in Austin Texas.

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the true ROI timeline for Tesla Solar Roof tiles versus standard monocrystalline panels mounted with racking on a 2800 square foot asphalt shingle roof in Austin Texas.
4 real searches · 1 real-search pass
Austin Texas residential solar installation cost per watt 2026 average electricity rate Austin Energy solar buyback rate 2026Google ↗
OBSERVEDConsequence
Tesla Solar Roof cost per square foot 2025 2026 installed cost versus conventional solar panelsGoogle ↗
OBSERVEDComparison
Austin Texas solar panel installation cost 10 kW 2026 residentialGoogle ↗
OBSERVEDShort fact
2026 federal residential clean energy credit 25D expiration December 31 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 (4)
Short fact25%Other / navigationalComparison25%Consequence25%Reason25%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Austin Texas residential solar installation cost per watt 2026 average electricity rate Austin Energy solar buyback rate 2026 Google ↗
Tesla Solar Roof cost per square foot 2025 2026 installed cost versus conventional solar panels Google ↗
Austin Texas solar panel installation cost 10 kW 2026 residential Google ↗
2026 federal residential clean energy credit 25D expiration December 31 2025 official IRS Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Austin Texas residential solar installation cost per watt 2026 average electricity rate Austin Energy solar buyback rate 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Tesla Solar Roof cost per square foot 2025 2026 installed cost versus conventional solar panels
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Austin Texas solar panel installation cost 10 kW 2026 residential
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
2026 federal residential clean energy credit 25D expiration December 31 2025 official IRS
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1