Are low-level laser therapy caps actually worth the high price tag for men in their late sixties trying to restart dormant hair follicles
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are low-level laser therapy caps actually worth the high price tag for men in their late sixties trying to restart dormant hair follicles
3 real searches · 1 real-search pass
low level laser therapy androgenetic alopecia systematic review randomized controlled trials hair growth men age older adults 2024 2025Google ↗
OBSERVEDConsequence
American Academy Dermatology laser devices hair loss low level light therapy evidence hair regrowthGoogle ↗
OBSERVEDConsequence
FDA cleared laser cap hair loss evidence limitations androgenetic alopeciaGoogle ↗
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
low level laser therapy androgenetic alopecia systematic review randomized controlled trials hair growth men age older adults 2024 2025 Google ↗
American Academy Dermatology laser devices hair loss low level light therapy evidence hair regrowth Google ↗
FDA cleared laser cap hair loss evidence limitations androgenetic alopecia Google ↗
- Clinical Safety and Efficacy of Dual Wavelength Low-Level Light Therapy in Androgenetic Alopecia: A Double-Blind Randomized Controlled Study · pubmed.ncbi.nlm.nih.gov
- Low-Level Laser and LED Therapy in Alopecia: A Systematic Review and Meta-Analysis · pubmed.ncbi.nlm.nih.gov
- Low-Level Laser and LED Therapy in Alopecia: A... : Dermatologic Surgery · doi.org
- Is red light therapy right for your skin? · aad.org
- Hair loss: Diagnosis and treatment · aad.org
- What is male pattern hair loss, and can it be treated? · aad.org
- A Systematic Review and Meta-analysis of Randomized Controlled Trials of United States Food and Drug Administration-Approved, Home-use, Low-Level Light/Laser Therapy Devices for Pattern Hair Loss: Device Design and Technology · pubmed.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
low level laser therapy androgenetic alopecia systematic review randomized controlled trials hair growth men age older adults 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy Dermatology laser devices hair loss low level light therapy evidence hair regrowth OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
FDA cleared laser cap hair loss evidence limitations androgenetic alopecia OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |