Real ChatGPT answer · index seed2xXxyOq6JJQcompleteHealth and wellnessinformational
Are there specific weight loss supplements on the market today that have FDA backing or third-party purity testing?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there specific weight loss supplements on the market today that have FDA backing or third-party purity testing?
3 real searches · 1 real-search pass
FDA dietary supplements not approved before marketing weight loss products FDA tainted weight loss products consumer updateGoogle ↗
OBSERVEDConsequence
NIH Office Dietary Supplements weight loss dietary supplements fact sheet evidence green tea glucomannan caffeineGoogle ↗
OBSERVEDShort fact
USP Verified dietary supplements what certification tests NSF Certified dietary supplements certification officialGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
FDA dietary supplements not approved before marketing weight loss products FDA tainted weight loss products consumer update Google ↗
NIH Office Dietary Supplements weight loss dietary supplements fact sheet evidence green tea glucomannan caffeine Google ↗
USP Verified dietary supplements what certification tests NSF Certified dietary supplements certification official Google ↗
11 cited sources
- Dietary Supplements for Weight Loss · ods.od.nih.gov
- Dietary Supplements for Weight Loss · ods.od.nih.gov
- 6 Things To Know About Dietary Supplements Marketed for Weight Loss · www.nccih.nih.gov
- NSF certification and product searches · www.nsf.org
- USP Verified products · www.quality-supplements.org
- ConsumerLab testing and reviews · www.consumerlab.com
- Product and Ingredient Certification · www.nsf.org
- Dietary Supplements and Functional Foods FAQs · www.nsf.org
- NSF Contents Certified · trust.nsf.org
- Weight Loss Product Notifications · www.fda.gov
- Questions and Answers about FDA’s Initiative Against Contaminated Weight Loss Products · www.fda.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FDA dietary supplements not approved before marketing weight loss products FDA tainted weight loss products consumer update OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
NIH Office Dietary Supplements weight loss dietary supplements fact sheet evidence green tea glucomannan caffeine OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
USP Verified dietary supplements what certification tests NSF Certified dietary supplements certification official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |