How does living in graduate family housing impact my eligibility for local utility assistance programs or food stamps if my stipend is very low?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does living in graduate family housing impact my eligibility for local utility assistance programs or food stamps if my stipend is very low?
3 real searches · 1 real-search pass
Pennsylvania SNAP college student eligibility graduate assistant stipend student exemptions officialGoogle ↗
OBSERVEDYes / no
Pennsylvania LIHEAP eligibility 2026 income utility assistance officialGoogle ↗
OBSERVEDYes / no
Pennsylvania utility assistance programs low income graduate student housing SNAP eligibility officialGoogle ↗
OBSERVEDYes / no
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
Pennsylvania SNAP college student eligibility graduate assistant stipend student exemptions official Google ↗
Pennsylvania LIHEAP eligibility 2026 income utility assistance official Google ↗
Pennsylvania utility assistance programs low income graduate student housing SNAP eligibility official Google ↗
- Apply for the Low Income Home Energy Assistance Program (LIHEAP) · pa.gov
- Low-Income Home Energy Assistance Program (LIHEAP) | Department of Human Services · pa.gov
- Utility Assistance Programs · puc.beta.pa.gov
- Utility Assistance Programs · puc.beta.pa.gov
- Heating and Shelter Utility Allowance | Department of Human Services · pa.gov
- Pennsylvania COMPASS · compass.dhs.pa.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pennsylvania SNAP college student eligibility graduate assistant stipend student exemptions official OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
Pennsylvania LIHEAP eligibility 2026 income utility assistance official OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
Pennsylvania utility assistance programs low income graduate student housing SNAP eligibility official OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |