Real ChatGPT answer · index seedKgq2ux5RTL4completeBeauty and personal care · skincarebrand

What is the cheapest way to treat stubborn blackheads on my nose without spending a fortune on high-end spa facials

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the cheapest way to treat stubborn blackheads on my nose without spending a fortune on high-end spa facials
2 real searches · 1 real-search pass
American Academy of Dermatology blackheads salicylic acid retinoid skin care adviceGoogle ↗
OBSERVEDInstruction
The Ordinary Salicylic Acid 2% Solution official price CeraVe SA cleanser official priceGoogle ↗
OBSERVEDOther / navigational

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%ComparisonConsequenceReasonDefinitionInstruction50%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 blackheads salicylic acid retinoid skin care advice Google ↗
The Ordinary Salicylic Acid 2% Solution official price CeraVe SA cleanser official price Google ↗
  1. Acne: Diagnosis and treatment · aad.org
  2. Salicylic Acid 2% Solution · theordinary.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy of Dermatology blackheads salicylic acid retinoid skin care advice
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
The Ordinary Salicylic Acid 2% Solution official price CeraVe SA cleanser official price
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1