Real ChatGPT answer · index seedK0aw0HyRyW8completeCareers and HR · workplace benefitsinformational

What are the precise tax deduction limits for my family health savings account contributions if my spouse also contributes to an employer-sponsored plan?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the precise tax deduction limits for my family health savings account contributions if my spouse also contributes to an employer-sponsored plan?
2 real searches · 1 real-search pass
IRS 2026 HSA contribution limits family self-only 2026 Revenue ProcedureGoogle ↗
OBSERVEDReason
IRS Publication 969 spouse employer health plan HSA eligibility family contribution limit spousesGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
IRS 2026 HSA contribution limits family self-only 2026 Revenue Procedure Google ↗
IRS Publication 969 spouse employer health plan HSA eligibility family contribution limit spouses Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 2026 HSA contribution limits family self-only 2026 Revenue Procedure
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
IRS Publication 969 spouse employer health plan HSA eligibility family contribution limit spouses
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1