Real ChatGPT answer · index seedHrrivUIBVxIcompleteHealth and wellness · supplements and vitaminscomparison

Are generic store brand vitamins just as good as trendy wellness brands like ritual or hum nutrition for a recent college grad?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are generic store brand vitamins just as good as trendy wellness brands like ritual or hum nutrition for a recent college grad?
2 real searches · 1 real-search pass
NIH Office of Dietary Supplements multivitamin mineral supplements fact sheet consumers quality third party testing USP NSF FDA supplementsGoogle ↗
OBSERVEDShort fact
Ritual multivitamin ingredients third party testing HUM Nutrition vitamins testing officialGoogle ↗
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 fact50%Other / navigational50%ComparisonConsequenceReasonDefinitionInstructionYes / 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
NIH Office of Dietary Supplements multivitamin mineral supplements fact sheet consumers quality third party testing USP NSF FDA supplements Google ↗
Ritual multivitamin ingredients third party testing HUM Nutrition vitamins testing official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NIH Office of Dietary Supplements multivitamin mineral supplements fact sheet consumers quality third party testing USP NSF FDA supplements
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Ritual multivitamin ingredients third party testing HUM Nutrition vitamins testing official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1