Which profitable betting systems actually beat the closing line over a full NCAA football season?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which profitable betting systems actually beat the closing line over a full NCAA football season?
3 real searches · 1 real-search pass
college football betting closing line value empirical study spread market efficiency betting systems opening line movementGoogle ↗
OBSERVEDReason
NCAA football betting strategies line movement closing line value steam moves reverse line movement empirical researchGoogle ↗
OBSERVEDReason
college football sports betting market efficiency point spread totals academic paperGoogle ↗
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
college football betting closing line value empirical study spread market efficiency betting systems opening line movement Google ↗
NCAA football betting strategies line movement closing line value steam moves reverse line movement empirical research Google ↗
college football sports betting market efficiency point spread totals academic paper Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
college football betting closing line value empirical study spread market efficiency betting systems opening line movement OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NCAA football betting strategies line movement closing line value steam moves reverse line movement empirical research OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
college football sports betting market efficiency point spread totals academic paper OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |