Real ChatGPT answer · index seed6KMiGUxhKx8completeParenting and family · adoption and fosteringcomparison
How do the tax credits for adopting a child with special needs compare to standard business tax deductions for offering employee adoption benefits?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do the tax credits for adopting a child with special needs compare to standard business tax deductions for offering employee adoption benefits?
2 real searches · 1 real-search pass
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)
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 special needs adoption maximum 2026 employer adoption assistance deduction section 137 Google ↗
IRS employer-provided adoption assistance tax exclusion employer deduction section 137 2026 Google ↗
- Adoption Credit · irs.gov
- 26 U.S.C. § 23: Adoption expenses · uscode.house.gov
- Internal Revenue Bulletin: 2025-45 · irs.gov
- Publication 15-B (2026), Employer’s Tax Guide to Fringe Benefits · irs.gov
- 26 U.S.C. § 137: Adoption assistance programs · uscode.house.gov
- Instructions for Form 8839 (2025) · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 2026 adoption tax credit special needs adoption maximum 2026 employer adoption assistance deduction section 137 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
IRS employer-provided adoption assistance tax exclusion employer deduction section 137 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |