Is it better to use BookBub or Goodreads to find middle grade book recommendations that both of my kids will enjoy?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better to use BookBub or Goodreads to find middle grade book recommendations that both of my kids will enjoy?
1 real search · 1 real-search pass
Goodreads middle grade book recommendations shelves lists reviews age range features vs BookBub recommendations genres children's middle gradeGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Goodreads middle grade book recommendations shelves lists reviews age range features vs BookBub recommendations genres children's middle grade Google ↗
- Explore Goodreads middle grade books · goodreads.com
- Middle Grade Books · goodreads.com
- Middle Grade Book Lists · goodreads.com
- Visit BookBub · bookbub.com
- The Best Middle Grade Books for 8- to 12-Year-Olds · scholastic.com