Real ChatGPT answer · index seedY24KQUxA4OgcompleteBeauty and personal care · oral carecomparison

Can you contrast Crest Whitestrips with LED accelerator light kits like Smile Brilliant in terms of real world whitening efficacy and gum irritation?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you contrast Crest Whitestrips with LED accelerator light kits like Smile Brilliant in terms of real world whitening efficacy and gum irritation?
3 real searches · 1 real-search pass
systematic review LED light activation tooth whitening efficacy hydrogen peroxide strips gingival irritation randomized trialGoogle ↗
OBSERVEDConsequence
Crest Whitestrips clinical efficacy peroxide concentration gingival irritation evidenceGoogle ↗
OBSERVEDConsequence
Smile Brilliant LED accelerator light kit whitening ingredients instructions peroxideGoogle ↗
OBSERVEDInstruction

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 (3)
Short factOther / navigationalComparisonConsequence67%ReasonDefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
systematic review LED light activation tooth whitening efficacy hydrogen peroxide strips gingival irritation randomized trial
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Crest Whitestrips clinical efficacy peroxide concentration gingival irritation evidence
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Smile Brilliant LED accelerator light kit whitening ingredients instructions peroxide
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1