Real ChatGPT answer · index seedklZXI2EUKeQcompleteBeauty and personal care · skincarehowto

Can you recommend some affordable vitamin C serums that avoid unstable formulations and use derivatives like sodium ascorbyl phosphate for acne-prone skin?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you recommend some affordable vitamin C serums that avoid unstable formulations and use derivatives like sodium ascorbyl phosphate for acne-prone skin?
2 real searches · 1 real-search pass
2026 sodium ascorbyl phosphate vitamin C serum ingredients price acne prone stable derivative formulationsGoogle ↗
OBSERVEDOther / navigational
YEOUTH Vitamin C E Serum magnesium ascorbyl phosphate full ingredients fragrance acne prone; TruSkin Better C sodium ascorbyl phosphate serum ingredients officialGoogle ↗
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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
2026 sodium ascorbyl phosphate vitamin C serum ingredients price acne prone stable derivative formulations Google ↗
YEOUTH Vitamin C E Serum magnesium ascorbyl phosphate full ingredients fragrance acne prone; TruSkin Better C sodium ascorbyl phosphate serum ingredients official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 sodium ascorbyl phosphate vitamin C serum ingredients price acne prone stable derivative formulations
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
YEOUTH Vitamin C E Serum magnesium ascorbyl phosphate full ingredients fragrance acne prone; TruSkin Better C sodium ascorbyl phosphate serum ingredients official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1