My granddaughter is starting community college next month, and we need a quick budgeting guide to cover her books and tuition without touching our retirement nest egg.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My granddaughter is starting community college next month, and we need a quick budgeting guide to cover her books and tuition without touching our retirement nest egg.
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026-27 FAFSA official application federal student aid Maryland community college state grants deadlines Google ↗
Maryland community college financial aid scholarships tuition payment plans official Maryland Higher Education Commission Google ↗
- BookFinder · bookfinder.com
- Chegg · chegg.com
- OpenStax · openstax.org
- Federal FAFSA application · studentaid.gov
- Maryland Higher Education Commission · mhec.maryland.gov
- Maryland financial aid application information · mhec.maryland.gov
- Montgomery College · montgomerycollege.edu
- FAFSA® Application · studentaid.gov
- Important Scholarship and Grant Deadlines · mhec.maryland.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026-27 FAFSA official application federal student aid Maryland community college state grants deadlines OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Maryland community college financial aid scholarships tuition payment plans official Maryland Higher Education Commission OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |