Real ChatGPT answer · index seedQ33vkqhBYbgcompleteParenting and family · family financescomparison

Medicaid income eligibility limits for a retired couple in Ohio compared to Pennsylvania, we are trying to figure out where to move

ChatGPTgpt-61 query11/1/2026

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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY

Medicaid income eligibility limits for a retired couple in Ohio compared to Pennsylvania, we are trying to figure out where to move

1 real search · 1 real-search pass

2026 Ohio Medicaid aged blind disabled income limit married couple resource limit official; Pennsylvania 2026 Medical Assistance older adults income limits married couple nursing home HCBS officialGoogle ↗

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 (1)

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6

MEDICAID STANDARDS HELP SHEET · dam.assets.ohio.gov
Medicaid for Older People and People with Disabilities | Department of Human Services · pa.gov
Medicaid General Eligibility | Department of Human Services · pa.gov
MA and payment of Long-Term Care | Department of Human Services · pa.gov
a3048cc0-8f47-48a6-915e-f53a124318b5 · phlp.org

Queries

1 queries · click a column to sort

Query / type	Search	Intent	Query class	Routing format	Cluster	Freq ↓	Weight
2026 Ohio Medicaid aged blind disabled income limit married couple resource limit official; Pennsylvania 2026 Medical Assistance older adults income limits married couple nursing home HCBS official OBSERVED	Google ↗ AI Mode ↗	—	Comparison	—	—	1x of 1