Real ChatGPT answer · index seedkkQrIljG5nocompleteHealth and wellness · nutrition and dietscomparison

Which commercial probiotic strains in brands like Seed versus Visbiome show superior survivability through gastric acid for treating severe dysbiosis?

ChatGPTgpt-66 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which commercial probiotic strains in brands like Seed versus Visbiome show superior survivability through gastric acid for treating severe dysbiosis?
6 real searches · 1 real-search pass
Seed DS-01 probiotic strains gastric acid survival simulated gastric juice study Visbiome De Simone Formulation acid resistance comparative evidenceGoogle ↗
OBSERVEDComparison
Visbiome De Simone formulation gastric acid survival strains study simulated gastric juice probioticGoogle ↗
OBSERVEDComparison
Seed DS-01 survivability gastric acid capsule delivery study strainsGoogle ↗
OBSERVEDReason
Seed DS-01 probiotic strains gastric acid survivability clinical study encapsulationGoogle ↗
OBSERVEDReason
Visbiome De Simone formulation strains gastric acid bile survival studyGoogle ↗
OBSERVEDReason
comparison probiotic strain acid resistance Seed DS-01 Visbiome in vitroGoogle ↗
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 (6)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 5 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT6 real searches · gpt-6
Seed DS-01 probiotic strains gastric acid survival simulated gastric juice study Visbiome De Simone Formulation acid resistance comparative evidence Google ↗
Visbiome De Simone formulation gastric acid survival strains study simulated gastric juice probiotic Google ↗
Seed DS-01 survivability gastric acid capsule delivery study strains Google ↗
Seed DS-01 probiotic strains gastric acid survivability clinical study encapsulation Google ↗
Visbiome De Simone formulation strains gastric acid bile survival study Google ↗
comparison probiotic strain acid resistance Seed DS-01 Visbiome in vitro Google ↗

Semantic map

Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.

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Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +

Queries

6 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Seed DS-01 probiotic strains gastric acid survival simulated gastric juice study Visbiome De Simone Formulation acid resistance comparative evidence
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Visbiome De Simone formulation gastric acid survival strains study simulated gastric juice probiotic
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Seed DS-01 survivability gastric acid capsule delivery study strains
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Seed DS-01 probiotic strains gastric acid survivability clinical study encapsulation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Visbiome De Simone formulation strains gastric acid bile survival study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
comparison probiotic strain acid resistance Seed DS-01 Visbiome in vitro
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1