Real ChatGPT answer · index seedikX9Ix57lSocompleteBeauty and personal care · skincareinformational

What causes a cystic acne breakout to linger as a hard lump under the skin for weeks, and what warm compress methods can help it drain naturally?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What causes a cystic acne breakout to linger as a hard lump under the skin for weeks, and what warm compress methods can help it drain naturally?
2 real searches · 1 real-search pass
American Academy of Dermatology acne cyst nodules warm compress when see dermatologistGoogle ↗
OBSERVEDInstruction
NHS acne cyst painful lump under skin warm compress adviceGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / 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
American Academy of Dermatology acne cyst nodules warm compress when see dermatologist Google ↗
NHS acne cyst painful lump under skin warm compress advice Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy of Dermatology acne cyst nodules warm compress when see dermatologist
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
NHS acne cyst painful lump under skin warm compress advice
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1