Real ChatGPT answer · index seedDxiPttmTF8UcompleteParenting and family · adoption and fosteringcomparison

How does the federal adoption tax credit compare to employer provided adoption assistance benefits when calculating our out of pocket expenses

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does the federal adoption tax credit compare to employer provided adoption assistance benefits when calculating our out of pocket expenses
2 real searches · 1 real-search pass
IRS 2026 adoption tax credit maximum employer provided adoption assistance exclusion 2026 Form 8839Google ↗
OBSERVEDReason
IRS adoption benefits employer provided adoption assistance cannot claim credit same expenses coordination qualified adoption expensesGoogle ↗
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 adoption tax credit maximum employer provided adoption assistance exclusion 2026 Form 8839 Google ↗
IRS adoption benefits employer provided adoption assistance cannot claim credit same expenses coordination qualified adoption expenses Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 2026 adoption tax credit maximum employer provided adoption assistance exclusion 2026 Form 8839
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
IRS adoption benefits employer provided adoption assistance cannot claim credit same expenses coordination qualified adoption expenses
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1