Real ChatGPT answer · index seedWA7cYAM3HqMcompleteBeauty and personal care · fragranceinformational

Has Byredo changed the formula of Gypsy Water recently because my new bottle does not seem to last as long on my skin as the old one

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

The searches the AI actually ran for this prompt.

SEED QUERY
Has Byredo changed the formula of Gypsy Water recently because my new bottle does not seem to last as long on my skin as the old one
2 real searches · 1 real-search pass
Byredo Gypsy Water reformulation formula changed 2025 2026 longevity batch new bottleGoogle ↗
OBSERVEDConsequence
Byredo Gypsy Water ingredients formula change reformulated official ByredoGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / 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
Byredo Gypsy Water reformulation formula changed 2025 2026 longevity batch new bottle Google ↗
Byredo Gypsy Water ingredients formula change reformulated official Byredo Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Byredo Gypsy Water reformulation formula changed 2025 2026 longevity batch new bottle
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Byredo Gypsy Water ingredients formula change reformulated official Byredo
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1