Can artificial sweeteners in popular zero sugar protein bars actually cause bloating and stomach cramps according to recent health studies
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can artificial sweeteners in popular zero sugar protein bars actually cause bloating and stomach cramps according to recent health studies
3 real searches · 1 real-search pass
recent systematic review non-nutritive sweeteners gastrointestinal symptoms polyols bloating abdominal pain 2025 2026Google ↗
OBSERVEDReason
2024 2025 clinical studies sugar alcohol polyols maltitol erythritol sorbitol gastrointestinal symptoms bloating cramps protein bars reviewGoogle ↗
OBSERVEDReason
inulin chicory root fiber gastrointestinal bloating gas randomized trial review 2024Google ↗
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 (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
recent systematic review non-nutritive sweeteners gastrointestinal symptoms polyols bloating abdominal pain 2025 2026 Google ↗
2024 2025 clinical studies sugar alcohol polyols maltitol erythritol sorbitol gastrointestinal symptoms bloating cramps protein bars review Google ↗
inulin chicory root fiber gastrointestinal bloating gas randomized trial review 2024 Google ↗
- The Effects of Fermentable Oligo-, Di-, and Monosaccharides and Polyols on Dyspeptic Symptoms: A Systematic Review and Meta-Analysis of Clinical Trials · pubmed.ncbi.nlm.nih.gov
- Safety of sugar alcohols on human health: a review | International Journal of Food Science and Technology · academic.oup.com
- Sugar Alcohols (Polyols) and Polydextrose Used as Sweeteners in Foods - Food Safety - Health Canada · canada.ca
- Coffee, Alcohol, and Artificial Sweeteners Have Temporal Associations with Gastrointestinal Symptoms. · pubmed.ncbi.nlm.nih.gov
- Acute Adverse Effects Related to Consumption of Nonnutritive and Low-Calorie Sweeteners. · pubmed.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
recent systematic review non-nutritive sweeteners gastrointestinal symptoms polyols bloating abdominal pain 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2024 2025 clinical studies sugar alcohol polyols maltitol erythritol sorbitol gastrointestinal symptoms bloating cramps protein bars review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
inulin chicory root fiber gastrointestinal bloating gas randomized trial review 2024 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |