Real ChatGPT answer · index seedJgvgNYJyVowcompleteRetail and ecommerce · kitchenwarecomparison

Can you compare the KitchenAid 4396710 refrigerator water filter replacement to generic filters on Amazon because our family drinks a ton of tap water?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the KitchenAid 4396710 refrigerator water filter replacement to generic filters on Amazon because our family drinks a ton of tap water?
3 real searches · 1 real-search pass
KitchenAid 4396710 water filter specifications NSF certifications compatible replacements AmazonGoogle ↗
OBSERVEDComparison
Whirlpool EveryDrop EDR3RXD1 4396710 NSF ANSI 42 53 401 certification contaminant reduction officialGoogle ↗
OBSERVEDOther / navigational
Amazon Waterdrop WD-F08 4396710 refrigerator filter NSF 42 372 53 listingGoogle ↗
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 / navigational67%Comparison33%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
KitchenAid 4396710 water filter specifications NSF certifications compatible replacements Amazon Google ↗
Whirlpool EveryDrop EDR3RXD1 4396710 NSF ANSI 42 53 401 certification contaminant reduction official Google ↗
Amazon Waterdrop WD-F08 4396710 refrigerator filter NSF 42 372 53 listing Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
KitchenAid 4396710 water filter specifications NSF certifications compatible replacements Amazon
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Whirlpool EveryDrop EDR3RXD1 4396710 NSF ANSI 42 53 401 certification contaminant reduction official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Amazon Waterdrop WD-F08 4396710 refrigerator filter NSF 42 372 53 listing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1