Can you walk me through the chemical differences between allulose and maltitol so I can troubleshoot why one causes cramping and the other does not?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you walk me through the chemical differences between allulose and maltitol so I can troubleshoot why one causes cramping and the other does not?
3 real searches · 1 real-search pass
D-allulose gastrointestinal absorption metabolism tolerance review human study intestinal transportGoogle ↗
OBSERVEDReason
maltitol digestion absorption fermentation osmotic diarrhea abdominal pain review human studyGoogle ↗
OBSERVEDReason
allulose versus maltitol gastrointestinal symptoms mechanism dose toleranceGoogle ↗
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). 2 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
D-allulose gastrointestinal absorption metabolism tolerance review human study intestinal transport Google ↗
maltitol digestion absorption fermentation osmotic diarrhea abdominal pain review human study Google ↗
allulose versus maltitol gastrointestinal symptoms mechanism dose tolerance Google ↗
- Rare sugars and their health effects in humans: a systematic review and narrative synthesis of the evidence from human trials · pmc.ncbi.nlm.nih.gov
- GRAS Notice 1057, D-psicose · fda.gov
- A Systematic Review of the Effects of Polyols on Gastrointestinal Health and Irritable Bowel Syndrome · pmc.ncbi.nlm.nih.gov
- Gastrointestinal Disturbances Associated with the Consumption of Sugar Alcohols with Special Consideration of Xylitol: Scientific Review and Instructions for Dentists and Other Health-Care Professionals · pmc.ncbi.nlm.nih.gov
- A digestive tolerance study of maltitol after occasional and regular consumption in healthy humans. · pubmed.ncbi.nlm.nih.gov
- D‐Allulose as a Low‐Calorie Sweetener: A 30‐Day Randomized, Double‐Blind Study on Gastrointestinal Tolerance and Systemic Safety to Support Its Application in Healthy Diets · pmc.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
D-allulose gastrointestinal absorption metabolism tolerance review human study intestinal transport OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
maltitol digestion absorption fermentation osmotic diarrhea abdominal pain review human study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
allulose versus maltitol gastrointestinal symptoms mechanism dose tolerance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |