Real ChatGPT answer · index seedmXUG08LiWcYcompleteTelecom and utilities · energy efficiencyinformational

Are there any online calculators that accurately estimate solar panel ROI based on my specific zip code and utility provider

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any online calculators that accurately estimate solar panel ROI based on my specific zip code and utility provider
3 real searches · 1 real-search pass
solar panel ROI calculator zip code utility provider utility bill calculator 2026Google ↗
OBSERVEDComparison
NREL PVWatts calculator utility rates solar savings calculator EnergySage solar calculator utility providerGoogle ↗
OBSERVEDComparison
Virginia solar calculator utility provider net metering Dominion Energy NOVEC Appalachian Power 2026Google ↗
OBSERVEDOther / navigational

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 / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / no

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
solar panel ROI calculator zip code utility provider utility bill calculator 2026 Google ↗
NREL PVWatts calculator utility rates solar savings calculator EnergySage solar calculator utility provider Google ↗
Virginia solar calculator utility provider net metering Dominion Energy NOVEC Appalachian Power 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
solar panel ROI calculator zip code utility provider utility bill calculator 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
NREL PVWatts calculator utility rates solar savings calculator EnergySage solar calculator utility provider
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Virginia solar calculator utility provider net metering Dominion Energy NOVEC Appalachian Power 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1