Looking for a detailed comparison of sonic chain cleaners versus ultrasonic tanks for removing embedded grit from high-end 12-speed chains.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for a detailed comparison of sonic chain cleaners versus ultrasonic tanks for removing embedded grit from high-end 12-speed chains.
2 real searches · 1 real-search pass
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
ultrasonic cleaning bicycle chain cavitation embedded grit chain lubrication wax manufacturer guidance Google ↗
bicycle chain cleaning ultrasonic cleaner 12 speed chain manufacturer cleaning instructions Google ↗
- Zero Friction Cycling's ultrasonic guide · manuals.plus
- Instructions: Ultrasonic Cleaning · optimize.bike
- Instructions: Degrease the chain · optimize.bike
- How Does an Ultrasonic Cleaner Work? Cavitation · casrai.org
- APPLICATION BULLETIN #57 · lrultrasonics.com
- SILCA chain preparation and waxing · silca.cc
- Molten Speed Wax ultrasonic cleaning guidance · moltenspeedwax.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ultrasonic cleaning bicycle chain cavitation embedded grit chain lubrication wax manufacturer guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
bicycle chain cleaning ultrasonic cleaner 12 speed chain manufacturer cleaning instructions OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |