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

Do over the counter fluoride varnishes work as well as the professional ones they put on your teeth during cleanings

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

The searches the AI actually ran for this prompt.

SEED QUERY
Do over the counter fluoride varnishes work as well as the professional ones they put on your teeth during cleanings
2 real searches · 1 real-search pass
professional 5% sodium fluoride varnish 22600 ppm OTC fluoride varnish evidence ADA guidelinesGoogle ↗
OBSERVEDReason
over the counter fluoride varnish consumer products 5% sodium fluoride FDA dental varnishGoogle ↗
OBSERVEDOther / navigational

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 / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
professional 5% sodium fluoride varnish 22600 ppm OTC fluoride varnish evidence ADA guidelines Google ↗
over the counter fluoride varnish consumer products 5% sodium fluoride FDA dental varnish Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
professional 5% sodium fluoride varnish 22600 ppm OTC fluoride varnish evidence ADA guidelines
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
over the counter fluoride varnish consumer products 5% sodium fluoride FDA dental varnish
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1