Real ChatGPT answer · index seedwmSQnRtcLZgcompleteBeauty and personal care · nail carebrand

Has Essie changed the formula for gel couture recently because my regulars say it chips faster than last year?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Has Essie changed the formula for gel couture recently because my regulars say it chips faster than last year?
1 real search · 1 real-search pass
Essie Gel Couture formula change reformulation 2025 2026 chipping durability ingredients officialGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Essie Gel Couture formula change reformulation 2025 2026 chipping durability ingredients official Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Essie Gel Couture formula change reformulation 2025 2026 chipping durability ingredients official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1