Real ChatGPT answer · index seedb5BIKmJ38Q4completeReal estate · home inspectionscomparison

What is the average lifespan difference between a Bradford White and an A O Smith water heater when looking at replacement costs over a decade?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the average lifespan difference between a Bradford White and an A O Smith water heater when looking at replacement costs over a decade?
1 real search · 1 real-search pass
Bradford White vs A O Smith residential water heater average lifespan warranty tank models replacement cost comparisonGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
Bradford White vs A O Smith residential water heater average lifespan warranty tank models replacement cost comparison Google ↗
  1. FAQs · bradfordwhite.com
  2. Bradford White vs A.O. Smith: which to buy · waterheaterlab.com
  3. Water heater age from serial number: by brand · ownerspec.com
  4. FAQs · forthepro.bradfordwhite.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Bradford White vs A O Smith residential water heater average lifespan warranty tank models replacement cost comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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