What specific computer science major prerequisites can I knock out for free on Sophia Learning or Study.com to save money?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific computer science major prerequisites can I knock out for free on Sophia Learning or Study.com to save money?
3 real searches · 1 real-search pass
Sophia Learning computer science courses transfer credit Introduction to Python Java SQL officialGoogle ↗
OBSERVEDInstruction
Study.com computer science courses college credit transfer official computer scienceGoogle ↗
OBSERVEDOther / navigational
Sophia Learning pricing free trial subscription 2026 officialGoogle ↗
OBSERVEDOther / navigational
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
Sophia Learning computer science courses transfer credit Introduction to Python Java SQL official Google ↗
Study.com computer science courses college credit transfer official computer science Google ↗
Sophia Learning pricing free trial subscription 2026 official Google ↗
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Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Sophia Learning computer science courses transfer credit Introduction to Python Java SQL official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Study.com computer science courses college credit transfer official computer science OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Sophia Learning pricing free trial subscription 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |