What do people say about the ACT math study guide from College Panda versus the official red book for total beginners
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do people say about the ACT math study guide from College Panda versus the official red book for total beginners
3 real searches · 1 real-search pass
College Panda ACT Math book review beginner vs Official ACT Prep Guide Red Book beginner RedditGoogle ↗
OBSERVEDComparison
College Panda ACT Math book review total beginner RedditGoogle ↗
OBSERVEDOther / navigational
Official ACT Prep Guide Red Book review math explanations beginner RedditGoogle ↗
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). 2 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 Panda ACT Math book review beginner vs Official ACT Prep Guide Red Book beginner Reddit Google ↗
College Panda ACT Math book review total beginner Reddit Google ↗
Official ACT Prep Guide Red Book review math explanations beginner Reddit Google ↗
- ACT Math Prep Book · reddit.com
- College Panda book · reddit.com
- I Went From Being a B+ Student in Math to Getting a 33 on the Math Section. Here's Every Resource I Studied With · reddit.com
- The Official ACT Guide · reddit.com
- The Official ACT Prep Guide | ACT Test Prep · act.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
College Panda ACT Math book review beginner vs Official ACT Prep Guide Red Book beginner Reddit OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
College Panda ACT Math book review total beginner Reddit OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Official ACT Prep Guide Red Book review math explanations beginner Reddit OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |