Real ChatGPT answer · index seed7DDY14hiNfocompleteHealth and wellness · supplements and vitaminsinformational

Are expensive weight loss supplements on Amazon actually proven to work or is it better to spend that money on whole foods?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are expensive weight loss supplements on Amazon actually proven to work or is it better to spend that money on whole foods?
2 real searches · 1 real-search pass
evidence weight loss dietary supplements effectiveness safety NIH Office Dietary Supplements fact sheet 2025Google ↗
OBSERVEDShort fact
whole foods dietary patterns weight management fiber protein satiety evidence CDC NIDDK healthy weightGoogle ↗
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 (2)
Short fact50%Other / navigationalComparisonConsequenceReason50%DefinitionInstructionYes / 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
evidence weight loss dietary supplements effectiveness safety NIH Office Dietary Supplements fact sheet 2025 Google ↗
whole foods dietary patterns weight management fiber protein satiety evidence CDC NIDDK healthy weight Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
evidence weight loss dietary supplements effectiveness safety NIH Office Dietary Supplements fact sheet 2025
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
whole foods dietary patterns weight management fiber protein satiety evidence CDC NIDDK healthy weight
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1