Real ChatGPT answer · index seedGmDA0vFmDpscompleteHealth and wellness · supplements and vitaminscommercial

How do multivitamin subscriptions like Ritual compare to standard drugstore brands in terms of ingredient quality and absorption rates?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do multivitamin subscriptions like Ritual compare to standard drugstore brands in terms of ingredient quality and absorption rates?
1 real search · 1 real-search pass
Ritual multivitamin ingredient forms absorption comparison Centrum One A Day NIH vitamin mineral bioavailability third party testingGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
Ritual multivitamin ingredient forms absorption comparison Centrum One A Day NIH vitamin mineral bioavailability third party testing Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ritual multivitamin ingredient forms absorption comparison Centrum One A Day NIH vitamin mineral bioavailability third party testing
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1