Contrast the results of using a 1.5 millimeter dermaroller versus a motorized microneedling pen on the scalp for enhancing minoxidil absorption in thinning areas.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Contrast the results of using a 1.5 millimeter dermaroller versus a motorized microneedling pen on the scalp for enhancing minoxidil absorption in thinning areas.
2 real searches · 1 real-search pass
clinical evidence microneedling androgenetic alopecia minoxidil randomized trial 1.5 mm dermaroller microneedling pen comparison safety topical minoxidil after microneedlingGoogle ↗
OBSERVEDComparison
microneedling scalp minoxidil systematic review randomized controlled trials needle depth frequency adverse effectsGoogle ↗
OBSERVEDConsequence
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)
Classes come from the query-classifier (a local Laya model). 1 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
clinical evidence microneedling androgenetic alopecia minoxidil randomized trial 1.5 mm dermaroller microneedling pen comparison safety topical minoxidil after microneedling Google ↗
microneedling scalp minoxidil systematic review randomized controlled trials needle depth frequency adverse effects Google ↗
- A randomized evaluator blinded study of effect of microneedling in androgenetic alopecia: a pilot study. · pubmed.ncbi.nlm.nih.gov
- A Randomized Controlled, Single-Observer Blinded Study to Determine the Efficacy of Topical Minoxidil plus Microneedling versus Topical Minoxidil Alone in the Treatment of Androgenetic Alopecia · pubmed.ncbi.nlm.nih.gov
- Microneedling and Its Use in Hair Loss Disorders: A Systematic Review · pmc.ncbi.nlm.nih.gov
- Microneedling and Its Use in Hair Loss Disorders: A Systematic Review · pubmed.ncbi.nlm.nih.gov
- Evaluating the efficacy and safety of combined microneedling therapy versus topical Minoxidil in androgenetic alopecia: a systematic review and meta-analysis · pubmed.ncbi.nlm.nih.gov
- Evaluating the efficacy and safety of combined microneedling therapy versus topical Minoxidil in androgenetic alopecia: a systematic review and meta-analysis · pmc.ncbi.nlm.nih.gov
- A Randomized Controlled, Single-Observer Blinded Study to Determine the Efficacy of Topical Minoxidil plus Microneedling versus Topical Minoxidil Alone in the Treatment of Androgenetic Alopecia · pmc.ncbi.nlm.nih.gov
- A Randomized Evaluator Blinded Study of Effect of Microneedling in Androgenetic Alopecia: A Pilot Study · pmc.ncbi.nlm.nih.gov
- Microneedle frequency adjunct to 2% minoxidil in female androgenetic alopecia: A randomized controlled trial · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
clinical evidence microneedling androgenetic alopecia minoxidil randomized trial 1.5 mm dermaroller microneedling pen comparison safety topical minoxidil after microneedling OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
microneedling scalp minoxidil systematic review randomized controlled trials needle depth frequency adverse effects OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |