Real ChatGPT answer · index seedtMWITGLOspQcompleteBeauty and personal care · nail carecomparison

Does Sally Hansen hard as nails contain formaldehyde and should I avoid it for pregnant clients visiting my nail studio

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

The searches the AI actually ran for this prompt.

SEED QUERY
Does Sally Hansen hard as nails contain formaldehyde and should I avoid it for pregnant clients visiting my nail studio
3 real searches · 1 real-search pass
Sally Hansen Hard as Nails ingredients formaldehyde current formula product labelGoogle ↗
OBSERVEDOther / navigational
Sally Hansen Hard as Nails safety data sheet formaldehyde ingredientGoogle ↗
OBSERVEDConsequence
pregnancy nail salon formaldehyde exposure guidance CDC NIOSH pregnant nail technicians formaldehydeGoogle ↗
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 (3)
Short factOther / navigational33%ComparisonConsequence67%ReasonDefinitionInstructionYes / no

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

Searches and sources

ChatGPT3 real searches · gpt-6
Sally Hansen Hard as Nails ingredients formaldehyde current formula product label Google ↗
Sally Hansen Hard as Nails safety data sheet formaldehyde ingredient Google ↗
pregnancy nail salon formaldehyde exposure guidance CDC NIOSH pregnant nail technicians formaldehyde Google ↗
  1. Hard As Nails® · sallyhansen.com
  2. Sally Hansen - Advanced Hard As Nails · ulta.com
  3. Can I use nail polish when pregnant? · poison.org
  4. Working in a Nail Salon · mothertobaby.org

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Sally Hansen Hard as Nails ingredients formaldehyde current formula product label
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Sally Hansen Hard as Nails safety data sheet formaldehyde ingredient
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
pregnancy nail salon formaldehyde exposure guidance CDC NIOSH pregnant nail technicians formaldehyde
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1