Real ChatGPT answer · index seedBAv4YPqqNDgcompleteHealth and wellness · nutrition and dietscommercial
As someone transitioning into a clean eating lifestyle, what are the best smartphone apps for scanning grocery barcodes to detect hidden ultra-processed ingredients and high fructose corn syrup?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
As someone transitioning into a clean eating lifestyle, what are the best smartphone apps for scanning grocery barcodes to detect hidden ultra-processed ingredients and high fructose corn syrup?
4 real searches · 1 real-search pass
best food barcode scanner apps identify ultra processed ingredients high fructose corn syrup Yuka Fooducate Bobby Approved Fig app features 2026Google ↗
OBSERVED
Yuka app ingredient analysis food scanner official additives nutrition scoreGoogle ↗
OBSERVED
Open Food Facts app barcode scanner NOVA ultra processed classification ingredientsGoogle ↗
OBSERVED
Fig app food scanner ingredient checker official high fructose corn syrupGoogle ↗
OBSERVED
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.
Classifying 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
best food barcode scanner apps identify ultra processed ingredients high fructose corn syrup Yuka Fooducate Bobby Approved Fig app features 2026 Google ↗
Yuka app ingredient analysis food scanner official additives nutrition score Google ↗
Open Food Facts app barcode scanner NOVA ultra processed classification ingredients Google ↗
Fig app food scanner ingredient checker official high fructose corn syrup Google ↗
- Open Food Facts · play.google.com
- Ultra-Processed Food Scanner Apps: 4 Compared · osana.co
- Get Open Food Facts · world.openfoodfacts.org
- Yuka - Food & Cosmetic Scanner App · apps.apple.com
- Application · yuka.io
- Get Yuka · yuka.io
- Bobby Approved - Food Scanner App · apps.apple.com
- Best Food Scanner Apps in 2026: 8 Compared (Free First) · flammydiet.com
- Get Bobby Approved · bobbyapproved.com
- Fooducate: Food Scanner & AI App · apps.apple.com
- Best Food Scanner App in 2026: 6 Apps Compared · osana.co
- Best Food Scanner Apps: 5 Compared on Data · labelpeek.com
- Visit Fooducate · fooducate.com
- Get Fig · foodisgood.com
- High Fructose Corn Syrup Questions and Answers · fda.gov
- Substances Added to Food <em>(formerly EAFUS)</em> · hfpappexternal.fda.gov
- Types of Food Ingredients · fda.gov
- Request for Information: Ultra-Processed Foods · fna.usda.gov
- Ultra-processed foods: what they are and how to identify them · pmc.ncbi.nlm.nih.gov
- Revisiting the Ultra-Processed Food Concept: A Critical Review of Its Scientific Basis and Implications for Food Classification · mdpi.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best food barcode scanner apps identify ultra processed ingredients high fructose corn syrup Yuka Fooducate Bobby Approved Fig app features 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Yuka app ingredient analysis food scanner official additives nutrition score OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Open Food Facts app barcode scanner NOVA ultra processed classification ingredients OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Fig app food scanner ingredient checker official high fructose corn syrup OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |