Real ChatGPT answer · index seedp9MsknH0994completeBeauty and personal care · hair removalcomparison

Compare electrolysis modalities, specifically thermolysis versus blend, for clearing dense upper lip hair on someone with a history of melasma.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare electrolysis modalities, specifically thermolysis versus blend, for clearing dense upper lip hair on someone with a history of melasma.
3 real searches · 1 real-search pass
electrolysis thermolysis blend melasma hyperpigmentation post inflammatory hyperpigmentation dermatology evidenceGoogle ↗
OBSERVEDReason
electrolysis hair removal melasma upper lip skin of color dermatologyGoogle ↗
OBSERVEDComparison
electrolysis thermolysis blend comparative efficacy hair removal studyGoogle ↗
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 (3)
Short factOther / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
electrolysis thermolysis blend melasma hyperpigmentation post inflammatory hyperpigmentation dermatology evidence Google ↗
electrolysis hair removal melasma upper lip skin of color dermatology Google ↗
electrolysis thermolysis blend comparative efficacy hair removal study Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
electrolysis thermolysis blend melasma hyperpigmentation post inflammatory hyperpigmentation dermatology evidence
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
electrolysis hair removal melasma upper lip skin of color dermatology
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
electrolysis thermolysis blend comparative efficacy hair removal study
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1