Real ChatGPT answer · index seedsywvaF1u3B4completeBeauty and personal care · nail careinformational

How can I test whether a new indie nail polish brand is genuinely five free or better by looking at their online ingredient disclosure lists

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

The searches the AI actually ran for this prompt.

SEED QUERY
How can I test whether a new indie nail polish brand is genuinely five free or better by looking at their online ingredient disclosure lists
2 real searches · 1 real-search pass
nail polish 5-free 10-free ingredient definitions formaldehyde resin tosylamide ingredient list FDA nail productsGoogle ↗
OBSERVEDDefinition
nail polish ingredient disclosure INCI safety formaldehyde toluene dibutyl phthalate FDAGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason50%Definition50%InstructionYes / 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
nail polish 5-free 10-free ingredient definitions formaldehyde resin tosylamide ingredient list FDA nail products Google ↗
nail polish ingredient disclosure INCI safety formaldehyde toluene dibutyl phthalate FDA Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
nail polish 5-free 10-free ingredient definitions formaldehyde resin tosylamide ingredient list FDA nail products
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1
nail polish ingredient disclosure INCI safety formaldehyde toluene dibutyl phthalate FDA
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1