Real ChatGPT answer · index seedhVWSiBad0qUcompleteBeauty and personal care · skincarecomparison

Can you compare First Aid Beauty Bump Eraser Body Scrub to AmLactin Daily Nourishing Lotion for treating persistent keratosis pilaris bumps on my upper arms?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare First Aid Beauty Bump Eraser Body Scrub to AmLactin Daily Nourishing Lotion for treating persistent keratosis pilaris bumps on my upper arms?
1 real search · 1 real-search pass
First Aid Beauty KP Bump Eraser Body Scrub ingredients glycolic lactic acid 10% AmLactin Daily Nourishing Lotion 12% lactic acid comparison keratosis pilarisGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
First Aid Beauty KP Bump Eraser Body Scrub ingredients glycolic lactic acid 10% AmLactin Daily Nourishing Lotion 12% lactic acid comparison keratosis pilaris Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
First Aid Beauty KP Bump Eraser Body Scrub ingredients glycolic lactic acid 10% AmLactin Daily Nourishing Lotion 12% lactic acid comparison keratosis pilaris
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1