Real ChatGPT answer · index seeduycTNZTFvHMcompleteBeauty and personal care · anti-agingbrand

Can you compare the cost per ounce of Obagi medical grade Vitamin C versus drugstore alternatives to see which saves more money over a year?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the cost per ounce of Obagi medical grade Vitamin C versus drugstore alternatives to see which saves more money over a year?
1 real search · 1 real-search pass
2026 current prices Obagi Professional-C Serum 20% 1 oz price drugstore vitamin C serum L'Oreal Revitalift The Ordinary CeraVe 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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
2026 current prices Obagi Professional-C Serum 20% 1 oz price drugstore vitamin C serum L'Oreal Revitalift The Ordinary CeraVe price Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 current prices Obagi Professional-C Serum 20% 1 oz price drugstore vitamin C serum L'Oreal Revitalift The Ordinary CeraVe price
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1