Real ChatGPT answer · index seedE0BvprN0UGgcompleteHealth and wellness · sleepcomparison

What do recent somnology studies say about the efficacy of 432 Hz binaural beats versus pink noise generators for reducing sleep onset latency in software engineers with high evening cortisol levels?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do recent somnology studies say about the efficacy of 432 Hz binaural beats versus pink noise generators for reducing sleep onset latency in software engineers with high evening cortisol levels?
3 real searches · 1 real-search pass
432 Hz binaural beats sleep onset latency randomized trial systematic review pink noise sleep latency 2024 2025Google ↗
OBSERVED
pink noise sleep onset latency adults study auditory stimulation sleep randomized trialGoogle ↗
OBSERVED
software engineers evening cortisol sleep onset latency occupational studyGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
432 Hz binaural beats sleep onset latency randomized trial systematic review pink noise sleep latency 2024 2025 Google ↗
pink noise sleep onset latency adults study auditory stimulation sleep randomized trial Google ↗
software engineers evening cortisol sleep onset latency occupational study Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
432 Hz binaural beats sleep onset latency randomized trial systematic review pink noise sleep latency 2024 2025
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
pink noise sleep onset latency adults study auditory stimulation sleep randomized trial
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
software engineers evening cortisol sleep onset latency occupational study
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1