We need an online coding tutor who can teach Python to our preteen on weekends. Which platforms have the best verified reviews from parents?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need an online coding tutor who can teach Python to our preteen on weekends. Which platforms have the best verified reviews from parents?
3 real searches · 1 real-search pass
online Python coding classes for kids parent reviews Outschool Juni Learning CodeWizardsHQ reviews parents verifiedGoogle ↗
OBSERVEDReason
Trustpilot reviews Juni Learning CodeWizardsHQ Outschool parents kids codingGoogle ↗
OBSERVEDComparison
online coding tutor platforms kids Python weekend parent reviews verified reviewsGoogle ↗
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 (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
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
online Python coding classes for kids parent reviews Outschool Juni Learning CodeWizardsHQ reviews parents verified OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Trustpilot reviews Juni Learning CodeWizardsHQ Outschool parents kids coding OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
online coding tutor platforms kids Python weekend parent reviews verified reviews OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |