Real ChatGPT answer · index seedUohqHkbxUyAcompleteBeauty and personal care · clean beautycommercial

Are Herbivore Botanicals products safe to use during pregnancy and while breastfeeding when dealing with changing skin issues

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are Herbivore Botanicals products safe to use during pregnancy and while breastfeeding when dealing with changing skin issues
2 real searches · 1 real-search pass
Herbivore Botanicals skincare ingredient lists Bakuchiol Retinol Blue Tansy Prism Vitamin C pregnancy breastfeedingGoogle ↗
OBSERVEDOther / navigational
ACOG skin care pregnancy topical retinoids salicylic acid benzoyl peroxide azelaic acid breastfeedingGoogle ↗
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 skincare ingredient lists Bakuchiol Retinol Blue Tansy Prism Vitamin C pregnancy breastfeeding Google ↗
ACOG skin care pregnancy topical retinoids salicylic acid benzoyl peroxide azelaic acid breastfeeding Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Herbivore Botanicals skincare ingredient lists Bakuchiol Retinol Blue Tansy Prism Vitamin C pregnancy breastfeeding
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
ACOG skin care pregnancy topical retinoids salicylic acid benzoyl peroxide azelaic acid breastfeeding
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1