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Packaging-claim versus ingredient-list audit
Side-by-side sample counts. The claim on the pack against what the ingredient list says. Filter by claim and country.
Riana Lynn, founder and CEO
Dataset date: August 5, 2026
- Sample
- 8 sample claim-and-country rows. Counts are the sample, and they are small on purpose.
- Source
- Illustrative file, not a label audit of a retailer.
- Counted
- How many sample packs the list agrees with, and how many it does not, for that claim and country.
Sample rows. Illustrative until Journey AI replaces this file.
Claim
Country
List agrees
8
List does not agree
10
Filtered sample counts. Not a rate, and not a ranking. 8 of 8 rows.
| Claim | Country | Packs in sample | List agrees | List does not agree | What the list says |
|---|---|---|---|---|---|
| No artificial flavors | United States | 3 | 1 | 2 | Natural flavors still present |
| No artificial colors | United States | 2 | 2 | 0 | Annatto or turmeric, not an artificial color |
| No added sugar | United Kingdom | 2 | 0 | 2 | Fruit used to sweeten |
| Clean | United States | 3 | 0 | 3 | Flavors or added sugar still on the list |
| Palm-oil free | United Kingdom | 2 | 2 | 0 | No palm ingredient in the list |
| Sustainable | Canada | 2 | 0 | 2 | No metric on the list. A list cannot carry this word |
| Non-GMO | Canada | 2 | 1 | 1 | A missing disclosure is not a tested absence |
| High protein | United States | 2 | 2 | 0 | A protein amount is on the panel |