Real ChatGPT answer · index seedfOysVKcomakcompleteInsurance · health insurance plansinformational

How do insurance companies factor in family size and modified adjusted gross income when calculating monthly health insurance premiums and advanced premium tax credits?

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 insurance companies factor in family size and modified adjusted gross income when calculating monthly health insurance premiums and advanced premium tax credits?
3 real searches · 1 real-search pass
2026 ACA premium tax credit household income family size MAGI applicable percentage IRS 2026Google ↗
OBSERVEDReason
HealthCare.gov household income family size premium tax credit MAGI household rulesGoogle ↗
OBSERVEDReason
IRS premium tax credit 2026 repayment limits applicable percentage tableGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
2026 ACA premium tax credit household income family size MAGI applicable percentage IRS 2026 Google ↗
HealthCare.gov household income family size premium tax credit MAGI household rules Google ↗
IRS premium tax credit 2026 repayment limits applicable percentage table Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 ACA premium tax credit household income family size MAGI applicable percentage IRS 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
HealthCare.gov household income family size premium tax credit MAGI household rules
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
IRS premium tax credit 2026 repayment limits applicable percentage table
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1