How do I qualify for the Veterans Aid and Attendance benefit to help pay for my dad's assisted living expenses without spending all his savings?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I qualify for the Veterans Aid and Attendance benefit to help pay for my dad's assisted living expenses without spending all his savings?
3 real searches · 1 real-search pass
site:va.gov pension aid attendance net worth limit 2026 unreimbursed medical expenses assisted livingGoogle ↗
OBSERVEDOther / navigational
site:va.gov VA pension 3 year look back asset transfers penalty periodGoogle ↗
OBSERVEDConsequence
site:va.gov Aid and Attendance eligibility wartime service 90 days assisted livingGoogle ↗
OBSERVEDOther / navigational
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
site:va.gov pension aid attendance net worth limit 2026 unreimbursed medical expenses assisted living Google ↗
site:va.gov VA pension 3 year look back asset transfers penalty period Google ↗
site:va.gov Aid and Attendance eligibility wartime service 90 days assisted living Google ↗
- Current Pension Rates For Veterans · va.gov
- Submit Medical Expenses To Support A Pension Or Parents’ DIC Claim · va.gov
- Veterans Pension FAQ · va.gov
- VA amends regulations on VA pension and other needs-based programs · news.va.gov
- Florida Veterans Affairs · floridavets.org
- GENERAL INSTRUCTIONS · vba.va.gov
- Aid And Attendance Benefits And Housebound Allowance · va.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:va.gov pension aid attendance net worth limit 2026 unreimbursed medical expenses assisted living OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:va.gov VA pension 3 year look back asset transfers penalty period OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
site:va.gov Aid and Attendance eligibility wartime service 90 days assisted living OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |