Real ChatGPT answer · index seed43NS6rbuwLYcompleteFood and restaurants · healthy eatinginformational
What are the best prebiotic fibers to pair with fermented probiotic foods to maximize gut microbiome diversity this season
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best prebiotic fibers to pair with fermented probiotic foods to maximize gut microbiome diversity this season
3 real searches · 1 real-search pass
best prebiotic dietary fibers inulin resistant starch beta glucan GOS microbiome diversity evidence review 2024 2025Google ↗
OBSERVEDComparison
fermented foods diet microbiome diversity randomized trial Cell 2021 Stanford study fiber fermented foodsGoogle ↗
OBSERVEDReason
seasonal fall winter foods prebiotic fiber chicory Jerusalem artichoke onions garlic oats legumes apples nutritionGoogle ↗
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
best prebiotic dietary fibers inulin resistant starch beta glucan GOS microbiome diversity evidence review 2024 2025 Google ↗
fermented foods diet microbiome diversity randomized trial Cell 2021 Stanford study fiber fermented foods Google ↗
seasonal fall winter foods prebiotic fiber chicory Jerusalem artichoke onions garlic oats legumes apples nutrition Google ↗
- Classifying compounds as prebiotics — scientific perspectives and recommendations · nature.com
- The gut microbiome and dietary fibres: implications in obesity, cardiometabolic diseases and cancer · nature.com
- Fiber · nutritionsource.hsph.harvard.edu
- Fermented-food diet increases microbiome diversity, decreases inflammatory proteins, study finds · med.stanford.edu
- What Is the Difference Between Prebiotic and Probiotic Foods? - University of Maryland Medical System Health Hub · health.umms.org
- Gut Microbiota-Targeted Diets Modulate Human Immune Status · pmc.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best prebiotic dietary fibers inulin resistant starch beta glucan GOS microbiome diversity evidence review 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
fermented foods diet microbiome diversity randomized trial Cell 2021 Stanford study fiber fermented foods OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
seasonal fall winter foods prebiotic fiber chicory Jerusalem artichoke onions garlic oats legumes apples nutrition OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |