Real ChatGPT answer · index seedwKuJrvy1ZzMcompleteBeauty and personal care · skincarelocal

Which specialty skincare stores in the North End carry non-comedogenic moisturizers safe for someone currently managing a perioral dermatitis flareup?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which specialty skincare stores in the North End carry non-comedogenic moisturizers safe for someone currently managing a perioral dermatitis flareup?
3 real searches · 1 real-search pass
Boston North End specialty skincare stores moisturizer fragrance free non-comedogenic retailersGoogle ↗
OBSERVEDOther / navigational
specialty skincare stores dermatology skincare retailers North End BostonGoogle ↗
OBSERVEDComparison
beauty stores carrying sensitive-skin moisturizersGoogle ↗
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 / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
Boston North End specialty skincare stores moisturizer fragrance free non-comedogenic retailers Google ↗
specialty skincare stores dermatology skincare retailers North End Boston Google ↗
beauty stores carrying sensitive-skin moisturizers Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Boston North End specialty skincare stores moisturizer fragrance free non-comedogenic retailers
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
specialty skincare stores dermatology skincare retailers North End Boston
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
beauty stores carrying sensitive-skin moisturizers
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1