Real ChatGPT answer · index seedtLjlwxmB9YwcompleteHome services and improvement · HVACcommercial

My husband and I are getting quotes for a full HVAC replacement and we want to know what SEER rating is the sweet spot for return on investment in a moderate climate

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

The searches the AI actually ran for this prompt.

SEED QUERY
My husband and I are getting quotes for a full HVAC replacement and we want to know what SEER rating is the sweet spot for return on investment in a moderate climate
2 real searches · 1 real-search pass
SEER2 HVAC efficiency payback moderate climate 16 18 SEER2 Department of Energy consumer guidanceGoogle ↗
OBSERVEDConsequence
ENERGY STAR central air conditioner SEER2 criteria 2026 tax credits HVAC efficiency CaliforniaGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / 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
SEER2 HVAC efficiency payback moderate climate 16 18 SEER2 Department of Energy consumer guidance Google ↗
ENERGY STAR central air conditioner SEER2 criteria 2026 tax credits HVAC efficiency California Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SEER2 HVAC efficiency payback moderate climate 16 18 SEER2 Department of Energy consumer guidance
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
ENERGY STAR central air conditioner SEER2 criteria 2026 tax credits HVAC efficiency California
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1