comparing district funded mental health apps versus hiring in school counselors on a strict taxpayer budget
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
comparing district funded mental health apps versus hiring in school counselors on a strict taxpayer budget
3 real searches · 1 real-search pass
school counselor student ratio recommendation ASCA 250:1 school counselor outcomes evidence cost mental health apps schools effectiveness systematic reviewGoogle ↗
OBSERVEDConsequence
school district mental health app procurement costs per student digital mental health intervention school students evidence effectivenessGoogle ↗
OBSERVEDReason
school counselor salary average public schools United States 2025 BLS school counselor wageGoogle ↗
OBSERVEDShort fact
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
school counselor student ratio recommendation ASCA 250:1 school counselor outcomes evidence cost mental health apps schools effectiveness systematic review Google ↗
school district mental health app procurement costs per student digital mental health intervention school students evidence effectiveness Google ↗
school counselor salary average public schools United States 2025 BLS school counselor wage Google ↗
- Expanding school counseling: The impacts of California funding changes · sciencedirect.com
- Expanding school counseling: The impacts of California funding changes · pmc.ncbi.nlm.nih.gov
- School and Career Counselors and Advisors : Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics · bls.gov
- Digital Interventions for Anxiety and Depressive Symptoms in Adolescence: Systematic Review. · pubmed.ncbi.nlm.nih.gov
- Updates on digital mental health interventions for children and young people: systematic overview of reviews | European Child & Adolescent Psychiatry · link.springer.com
- Complying with COPPA: Frequently Asked Questions · ftc.gov
- Privacy and Data Sharing · studentprivacy.ed.gov
- School Counselor Roles & Ratios · schoolcounselor.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
school counselor student ratio recommendation ASCA 250:1 school counselor outcomes evidence cost mental health apps schools effectiveness systematic review OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
school district mental health app procurement costs per student digital mental health intervention school students evidence effectiveness OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
school counselor salary average public schools United States 2025 BLS school counselor wage OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |