Real ChatGPT answer · index seedIfMVxziwxKEcompleteBeauty and personal care · clean beautyinformational

What are the top non toxic mauve lipstick shades available in local stores right now that do not contain lead or heavy metals and look good on fair skin.

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the top non toxic mauve lipstick shades available in local stores right now that do not contain lead or heavy metals and look good on fair skin.
2 real searches · 1 real-search pass
2026 clean lipstick heavy metals lead cadmium testing brands mauve shades Sephora UltaGoogle ↗
OBSERVEDComparison
Syracuse NY local stores clean beauty lipstick Sephora Ulta Target availabilityGoogle ↗
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%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
2026 clean lipstick heavy metals lead cadmium testing brands mauve shades Sephora Ulta Google ↗
Syracuse NY local stores clean beauty lipstick Sephora Ulta Target availability Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 clean lipstick heavy metals lead cadmium testing brands mauve shades Sephora Ulta
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Syracuse NY local stores clean beauty lipstick Sephora Ulta Target availability
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1