Real ChatGPT answer · index seedT8WygAxQov0completeTelecom and utilities · water and gas utilitiescomparison

Is SoCalGas or the local community choice aggregation offering better financial incentives for upgrading an old gas furnace this year?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is SoCalGas or the local community choice aggregation offering better financial incentives for upgrading an old gas furnace this year?
2 real searches · 1 real-search pass
2026 SoCalGas furnace replacement rebates 2026 heat pump incentives residentialGoogle ↗
OBSERVEDComparison
2026 California community choice aggregator heat pump HVAC rebates 2026 residential incentivesGoogle ↗
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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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
2026 SoCalGas furnace replacement rebates 2026 heat pump incentives residential Google ↗
2026 California community choice aggregator heat pump HVAC rebates 2026 residential incentives Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 SoCalGas furnace replacement rebates 2026 heat pump incentives residential
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2026 California community choice aggregator heat pump HVAC rebates 2026 residential incentives
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1