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Which commercial vegan cheddar substitutes employ fermented cashew or macadamia bases rather than modified potato starch and palm oil for a superior melt and authentic flavor?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which commercial vegan cheddar substitutes employ fermented cashew or macadamia bases rather than modified potato starch and palm oil for a superior melt and authentic flavor?
1 real search · 1 real-search pass
commercial vegan cheddar fermented cashew macadamia base ingredients product cheddar meltGoogle ↗
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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
commercial vegan cheddar fermented cashew macadamia base ingredients product cheddar melt Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
commercial vegan cheddar fermented cashew macadamia base ingredients product cheddar melt
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1