Real ChatGPT answer · index seedBwbTmlA8HpUcompleteBeauty and personal care · clean beautybrand

Are there any actual reviews on Herbivore Botanicals facial oils from spa owners who use them for professional treatments

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any actual reviews on Herbivore Botanicals facial oils from spa owners who use them for professional treatments
2 real searches · 1 real-search pass
Herbivore Botanicals facial oils esthetician spa owner professional treatment review facial oil professional useGoogle ↗
OBSERVEDOther / navigational
Herbivore Botanicals facial oils professional backbar spa esthetician review Blue Tansy Lapis PhoenixGoogle ↗
OBSERVEDComparison

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
Herbivore Botanicals facial oils esthetician spa owner professional treatment review facial oil professional use Google ↗
Herbivore Botanicals facial oils professional backbar spa esthetician review Blue Tansy Lapis Phoenix Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Herbivore Botanicals facial oils esthetician spa owner professional treatment review facial oil professional use
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Herbivore Botanicals facial oils professional backbar spa esthetician review Blue Tansy Lapis Phoenix
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1