Real ChatGPT answer · index seedvuZctdbwXfIcompleteInsurance · health insurance planscommercial

What are the exact Medicaid income eligibility limits for a small business owner in Ohio with a household of four trying to transition off state assistance

ChatGPTgpt-63 queries10/31/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
What are the exact Medicaid income eligibility limits for a small business owner in Ohio with a household of four trying to transition off state assistance
3 real searches · 1 real-search pass
2026 HHS poverty guidelines household of four 48 states official 2026Google ↗
OBSERVEDShort fact
Ohio Medicaid income limits 2026 household size 4 adult expansion MAGI official Ohio MedicaidGoogle ↗
OBSERVEDYes / no
Ohio Medicaid self employment income MAGI net business income eligibility officialGoogle ↗
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)
Short fact67%Other / navigationalComparisonConsequenceReasonDefinitionInstructionYes / no33%

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
2026 HHS poverty guidelines household of four 48 states official 2026 Google ↗
Ohio Medicaid income limits 2026 household size 4 adult expansion MAGI official Ohio Medicaid Google ↗
Ohio Medicaid self employment income MAGI net business income eligibility official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 HHS poverty guidelines household of four 48 states official 2026
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Ohio Medicaid income limits 2026 household size 4 adult expansion MAGI official Ohio Medicaid
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
Ohio Medicaid self employment income MAGI net business income eligibility official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1