Real ChatGPT answer · index seediu2TNAIBCqgcompleteBeauty and personal care · men's groomingcomparison

Neck razor bumps are inflamed and painful. Is Bump Patrol liquid better than tend skin for quick overnight healing?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Neck razor bumps are inflamed and painful. Is Bump Patrol liquid better than tend skin for quick overnight healing?
1 real search · 1 real-search pass
Bump Patrol vs Tend Skin ingredients alcohol salicylic acid razor bumps inflamed skin; dermatology advice pseudofolliculitis barbae painful bumps warm compressGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
Bump Patrol vs Tend Skin ingredients alcohol salicylic acid razor bumps inflamed skin; dermatology advice pseudofolliculitis barbae painful bumps warm compress Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Bump Patrol vs Tend Skin ingredients alcohol salicylic acid razor bumps inflamed skin; dermatology advice pseudofolliculitis barbae painful bumps warm compress
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1