Real ChatGPT answer · index seedA9YiYI39FvwcompleteBeauty and personal care · oral careinformational

What causes canker sores to pop up during stressful weeks and is there a way to prevent them from forming?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What causes canker sores to pop up during stressful weeks and is there a way to prevent them from forming?
2 real searches · 1 real-search pass
recurrent aphthous stomatitis stress triggers prevention evidence dental association vitamin deficiencies sodium lauryl sulfateGoogle ↗
OBSERVEDReason
NHS mouth ulcers causes prevention when to seek medical advice recurrent ulcersGoogle ↗
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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
recurrent aphthous stomatitis stress triggers prevention evidence dental association vitamin deficiencies sodium lauryl sulfate Google ↗
NHS mouth ulcers causes prevention when to seek medical advice recurrent ulcers Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
recurrent aphthous stomatitis stress triggers prevention evidence dental association vitamin deficiencies sodium lauryl sulfate
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
NHS mouth ulcers causes prevention when to seek medical advice recurrent ulcers
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1