Real ChatGPT answer · index seedXimZDd84fRAcompleteHome services and improvement · HVAClocal

What low-income assistance or energy-saving grants can a working-class family in Sacramento apply for to help offset the cost of a new furnace?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What low-income assistance or energy-saving grants can a working-class family in Sacramento apply for to help offset the cost of a new furnace?
3 real searches · 1 real-search pass
Sacramento California furnace replacement low income assistance LIHEAP weatherization 2026 officialGoogle ↗
OBSERVED
SMUD Sacramento HVAC heat pump rebates income qualified furnace replacement 2026 officialGoogle ↗
OBSERVED
California TECH Clean California incentives heat pump low income Sacramento 2026 officialGoogle ↗
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
Sacramento California furnace replacement low income assistance LIHEAP weatherization 2026 official Google ↗
SMUD Sacramento HVAC heat pump rebates income qualified furnace replacement 2026 official Google ↗
California TECH Clean California incentives heat pump low income Sacramento 2026 official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Sacramento California furnace replacement low income assistance LIHEAP weatherization 2026 official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
SMUD Sacramento HVAC heat pump rebates income qualified furnace replacement 2026 official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
California TECH Clean California incentives heat pump low income Sacramento 2026 official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1