Real ChatGPT answer · index seedyUAt0FOLa1UcompleteBeauty and personal care · cosmeticsbrand

How accurate is the online shade finder tool on Lancome website when matching medium neutral undertones for their liquid foundations?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How accurate is the online shade finder tool on Lancome website when matching medium neutral undertones for their liquid foundations?
2 real searches · 1 real-search pass
Lancôme online shade finder foundation accuracy virtual try on shade matching medium neutral undertone reviewsGoogle ↗
OBSERVEDReason
Lancôme foundation shade finder how it works undertone shade match tool officialGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason50%DefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 1 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
Lancôme online shade finder foundation accuracy virtual try on shade matching medium neutral undertone reviews Google ↗
Lancôme foundation shade finder how it works undertone shade match tool official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Lancôme online shade finder foundation accuracy virtual try on shade matching medium neutral undertone reviews
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Lancôme foundation shade finder how it works undertone shade match tool official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1