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

Are teeth whitening pens actually effective for coffee stains or should I just buy a full kit for our family bathroom?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are teeth whitening pens actually effective for coffee stains or should I just buy a full kit for our family bathroom?
1 real search · 1 real-search pass
ADA guidance teeth whitening peroxide strips pens coffee stains effectiveness safetyGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / 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
ADA guidance teeth whitening peroxide strips pens coffee stains effectiveness safety Google ↗
  1. View product · walmart.com
  2. View product · cvs.com
  3. Whitening · ada.org
  4. Do tooth-whitening products work? · adanews.ada.org
  5. Teeth Whitening · mouthhealthy.org
  6. ORAL HEALTH POLICIES: USE OF DENTAL BLEACHING · aapd.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ADA guidance teeth whitening peroxide strips pens coffee stains effectiveness safety
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1