Real ChatGPT answer · index seedlOgxvggEFiMcompleteBeauty and personal care · anti-aginginformational

Are there budget friendly neck firming creams at the drugstore that actually perform as well as the luxury brands sold at department stores?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there budget friendly neck firming creams at the drugstore that actually perform as well as the luxury brands sold at department stores?
1 real search · 1 real-search pass
drugstore neck firming creams evidence retinol peptides Olay Gold Bond RoC comparison luxury neck creams dermatology evidenceGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
drugstore neck firming creams evidence retinol peptides Olay Gold Bond RoC comparison luxury neck creams dermatology evidence Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
drugstore neck firming creams evidence retinol peptides Olay Gold Bond RoC comparison luxury neck creams dermatology evidence
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1