Real ChatGPT answer · index seedrzXJFh25yP0completeBeauty and personal care · oral carecommercial

How long do whitening pens actually last once you open them, and are they worth buying for quick touch-ups before family photos?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How long do whitening pens actually last once you open them, and are they worth buying for quick touch-ups before family photos?
1 real search · 1 real-search pass
whitening pen peroxide gel after opening shelf life manufacturer instructions dental association effectiveness quick resultsGoogle ↗
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
whitening pen peroxide gel after opening shelf life manufacturer instructions dental association effectiveness quick results Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
whitening pen peroxide gel after opening shelf life manufacturer instructions dental association effectiveness quick results
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1