Real ChatGPT answer · index seedIH93GixMIx4completeBeauty and personal care · clean beautybrand

Has the quality of Herbivore Botanicals facial oil changed over the last year according to recent customer feedback

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Has the quality of Herbivore Botanicals facial oil changed over the last year according to recent customer feedback
2 real searches · 1 real-search pass
Herbivore Botanicals facial oil customer feedback quality reviews 2026 2025 reformulation complaintsGoogle ↗
OBSERVEDReason
Herbivore Botanicals facial oil customer reviews 2025 2026 quality changed formula complaints reviewsGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
Herbivore Botanicals facial oil customer feedback quality reviews 2026 2025 reformulation complaints Google ↗
Herbivore Botanicals facial oil customer reviews 2025 2026 quality changed formula complaints reviews Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Herbivore Botanicals facial oil customer feedback quality reviews 2026 2025 reformulation complaints
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Herbivore Botanicals facial oil customer reviews 2025 2026 quality changed formula complaints reviews
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1