Real ChatGPT answer · index seedLey1gyUGJhgcompleteBeauty and personal care · oral carecommercial

I need a reliable teeth whitening pens review that focuses on whether they cause gum irritation because both my husband and I have sensitive gums.

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

The searches the AI actually ran for this prompt.

SEED QUERY
I need a reliable teeth whitening pens review that focuses on whether they cause gum irritation because both my husband and I have sensitive gums.
1 real search · 1 real-search pass
teeth whitening pens gum irritation peroxide gingival irritation dental association evidence sensitivity reviewGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
teeth whitening pens gum irritation peroxide gingival irritation dental association evidence sensitivity review Google ↗
  1. View product · walmart.com
  2. View product · instock.net
  3. View product · cvs.com
  4. View product · trysnow.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
teeth whitening pens gum irritation peroxide gingival irritation dental association evidence sensitivity review
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1