Sample — fictional data for illustration
Dr. Alex Rivera does not exist. Every claim, quote, brand and date below is invented to show the report format.
KOL report card
Dr. Alex Rivera
@dralexrivera · Sample profile — fictional wellness creator
- Claims on record
- 5
- Platforms tracked
- Video · Podcast · Newsletter
- Generated
- 2026-07-01 · extract-2026.06
Claim ledger
Each entry is one normalized claim: what was said, the stance toward the underlying proposition, how strongly it was phrased, and our grade for the published evidence behind it.
- Magnesium & sleepFirst seen 2026-02-11
Magnesium glycinate before bed meaningfully improves sleep quality.
SupportsemphaticEvidence grade CShow receiptHide receipt
- Source
- Video — “My 9pm wind-down stack”
- Quote
- Magnesium glycinate is the one supplement I'd never drop — your sleep will change in a week.
- Timestamp
- 2026-02-11 · 04:32 into video
- Model version
- extract-2026.06
- Seed oilsFirst seen 2026-03-02
Seed oils are a primary driver of chronic inflammation.
SupportsmoderateEvidence grade DShow receiptHide receipt
- Source
- Podcast — “Kitchen swaps” episode
- Quote
- I think the inflammation story around seed oils is real, though the research is still catching up.
- Timestamp
- 2026-03-02 · 41:05 into episode
- Model version
- extract-2026.06
- Sunscreen safetyFirst seen 2026-04-19
Daily sunscreen use is harmful to hormone health.
OpposeshedgedEvidence grade AShow receiptHide receipt
- Source
- Newsletter — “Reader Q&A, April”
- Quote
- I don't buy the hormone-disruption panic — the dermatology consensus on daily SPF is strong.
- Timestamp
- 2026-04-19 · Q&A section
- Model version
- extract-2026.06
- Continuous glucose monitorsFirst seen 2026-05-07
CGMs are useful for healthy non-diabetic people optimizing diet.
SupportsemphaticEvidence grade CShow receiptHide receipt
- Source
- Video — “Two weeks wearing a CGM”
- Quote
- Everyone should run a CGM experiment at least once — the data completely changed how I eat.
- Timestamp
- 2026-05-07 · 00:48 into video
- Model version
- extract-2026.06
- Cold exposureFirst seen 2026-06-14
Cold plunges significantly boost long-term immunity.
NeutralhedgedEvidence grade DShow receiptHide receipt
- Source
- Podcast — “Recovery rituals” episode
- Quote
- On immunity, honestly, the cold-plunge evidence could go either way — I do it because I like it.
- Timestamp
- 2026-06-14 · 27:19 into episode
- Model version
- extract-2026.06
Conflict matrix
Stances cross-referenced with commercial relationships on the same topics. A tie is not misconduct — an undisclosed tie next to an emphatic claim is what deserves a closer read.
| Topic | Stance | Commercial tie | Disclosed |
|---|---|---|---|
| Magnesium & sleep | Supports | Lumenol Labs (magnesium supplement line) | No |
| Seed oils | Supports | Veridian Botanics (avocado-oil brand) | Yes |
| Sunscreen safety | Opposes | None found | — |
| Continuous glucose monitors | Supports | GlycoLens (CGM affiliate program) | Yes |
| Cold exposure | Neutral | None found | — |
StanceGraph reports are research evidence, not medical advice. Report generated 2026-07-01 by model extract-2026.06; see the methodology for extraction, grading and review procedures.