Real ChatGPT answer · index seedTX7abGx6LRocompleteLegal · estate planning and willscommercial

How do modern Medicaid look back period rules impact families trying to protect primary residence equity using life estate deeds executed last year?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do modern Medicaid look back period rules impact families trying to protect primary residence equity using life estate deeds executed last year?
3 real searches · 1 real-search pass
Medicaid 2026 long term care 60 month lookback life estate deed transfer penalty remainder interest CMS state Medicaid manualGoogle ↗
OBSERVEDInstruction
Medicaid.gov long term services supports transfer assets look back 60 months life estateGoogle ↗
OBSERVEDComparison
Virginia Medicaid long term care life estate deed transfer look back period remainder interest manualGoogle ↗
OBSERVEDInstruction

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 factOther / navigationalComparison33%ConsequenceReasonDefinitionInstruction67%Yes / no

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
Medicaid 2026 long term care 60 month lookback life estate deed transfer penalty remainder interest CMS state Medicaid manual Google ↗
Medicaid.gov long term services supports transfer assets look back 60 months life estate Google ↗
Virginia Medicaid long term care life estate deed transfer look back period remainder interest manual Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Medicaid 2026 long term care 60 month lookback life estate deed transfer penalty remainder interest CMS state Medicaid manual
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Medicaid.gov long term services supports transfer assets look back 60 months life estate
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Virginia Medicaid long term care life estate deed transfer look back period remainder interest manual
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1