Real ChatGPT answer · index seedD7qmMu6A9u4completeBeauty and personal care · clean beautyinformational
What role does gut health play in treating stubborn adult hormonal acne and where should a complete beginner start with probiotics
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What role does gut health play in treating stubborn adult hormonal acne and where should a complete beginner start with probiotics
3 real searches · 1 real-search pass
gut microbiome probiotics acne randomized clinical trial systematic review adult acne 2024 2025Google ↗
OBSERVEDReason
American Academy Dermatology acne guidelines hormonal acne adult women treatment probiotics evidenceGoogle ↗
OBSERVEDReason
NIH probiotics fact sheet safety strains supplementsGoogle ↗
OBSERVEDShort fact
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
gut microbiome probiotics acne randomized clinical trial systematic review adult acne 2024 2025 Google ↗
American Academy Dermatology acne guidelines hormonal acne adult women treatment probiotics evidence Google ↗
NIH probiotics fact sheet safety strains supplements Google ↗
- Stubborn acne? Hormonal therapy may help · aad.org
- Acne clinical guideline · aad.org
- Acne: Diagnosis and treatment · aad.org
- Efficacy of oral probiotics in patients with acne: a systematic review and meta-analysis of randomized trials. · pubmed.ncbi.nlm.nih.gov
- Role of Probiotics in Managing Acne Vulgaris: A Systematic Review and Meta-Analysis of Clinical Trials · pmc.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
gut microbiome probiotics acne randomized clinical trial systematic review adult acne 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology acne guidelines hormonal acne adult women treatment probiotics evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NIH probiotics fact sheet safety strains supplements OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |