Real ChatGPT answer · index seedEAGdrlbqk2kcompleteHealth and wellness · sleepcomparison

Do free binaural beats apps with ads work just as well for falling asleep as the premium ones you have to pay to unlock

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Do free binaural beats apps with ads work just as well for falling asleep as the premium ones you have to pay to unlock
2 real searches · 1 real-search pass
binaural beats sleep systematic review evidence randomized controlled trial sleep qualityGoogle ↗
OBSERVEDReason
binaural beats apps sleep evidence premium free app ads interruptions sleepGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
binaural beats sleep systematic review evidence randomized controlled trial sleep quality
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
binaural beats apps sleep evidence premium free app ads interruptions sleep
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1