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Why do monk fruit and stevia blends trigger acid reflux for me, and what are the best gut-friendly alternative sweeteners for baking?

ChatGPTgpt-62 queries1h ago
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why do monk fruit and stevia blends trigger acid reflux for me, and what are the best gut-friendly alternative sweeteners for baking?
2 real searches · 1 real-search pass
stevia monk fruit erythritol gastrointestinal symptoms reflux evidence sugar alcohol inulin GERD sweeteners bakingGoogle ↗
OBSERVEDReason
GERD diet sweeteners sugar honey maple syrup baking digestive tolerance evidenceGoogle ↗
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 (2)
Short fact: wants a specific short fact: a number, date, name, place, priceShort factChatGPT real searches · Short fact: 0 of 2 queries (0%)Other / navigational: a site, brand, product, person or place with no question behind itOther / navigationalChatGPT real searches · Other / navigational: 0 of 2 queries (0%)Comparison: compares options or asks for the best / top / cheapestComparisonChatGPT real searches · Comparison: 0 of 2 queries (0%)Consequence: what happens as a result: effects, outcomesConsequenceChatGPT real searches · Consequence: 0 of 2 queries (0%)Reason: why something happens or what causes itReasonChatGPT real searches · Reason: 2 of 2 queries (100%)100%Definition: what something is or what a term meansDefinitionChatGPT real searches · Definition: 0 of 2 queries (0%)Instruction: how to do something: steps, a tutorial, a fixInstructionChatGPT real searches · Instruction: 0 of 2 queries (0%)Yes / no: a yes-or-no questionYes / noChatGPT real searches · Yes / no: 0 of 2 queries (0%)

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
stevia monk fruit erythritol gastrointestinal symptoms reflux evidence sugar alcohol inulin GERD sweeteners baking Google ↗
GERD diet sweeteners sugar honey maple syrup baking digestive tolerance evidence Google ↗
7 cited sources
  1. 2024 Low FODMAP Diet · www.mngi.com
  2. Low-Calorie Sweeteners · www.cspi.org
  3. What to know about shopping for low-cal sweeteners · www.cspi.org
  4. Which low-calorie sweeteners are safe—and which aren't? · www.cspi.org
  5. A Systematic Review of the Effects of Polyols on Gastrointestinal Health and Irritable Bowel Syndrome · pmc.ncbi.nlm.nih.gov
  6. Eating, Diet, & Nutrition for GER & GERD · www.niddk.nih.gov
  7. Management advice for patients with reflux-like symptoms: an evidence-based consensus · pmc.ncbi.nlm.nih.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
stevia monk fruit erythritol gastrointestinal symptoms reflux evidence sugar alcohol inulin GERD sweeteners baking
OBSERVED
Google ↗
AI Mode ↗		—Reason——1x
of 1
GERD diet sweeteners sugar honey maple syrup baking digestive tolerance evidence
OBSERVED
Google ↗
AI Mode ↗		—Reason——1x
of 1
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