Real ChatGPT answer + Gemini simulation · index seedTmirYHQjB6ocompleteAI OverviewPets · pet adoptionhowto
How do I fill out the itemized deduction forms to see if my adoption donations qualify for tax breaks?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search36 queries10/30/2026
Download run
Gemini unique queries
34
2 in ≥ half the passes · stability 35%
ChatGPT real searches predicted
0%
0 of 2 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
How do I fill out the itemized deduction forms to see if my adoption donations qualify for tax breaks?
34 unique queries · 3 passes
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. 34 queries are still being classified.
What the models actually searched
Each model answered the query with its own web search. These are the searches it ran, matched to the closest simulated query.
ChatGPT2 real searches · gpt-60% predicted
IRS 2025 Schedule A instructions charitable contributions qualified organization adoption expenses tax credit 2025 Google ↗
IRS adoption tax credit 2025 Form 8839 qualified adoption expenses official Google ↗
- Publication 526 · irs.gov
- Instructions for Schedule A (Form 1040) (2025) · irs.gov
- Form 8839 – Qualified Adoption Expenses · irs.gov
- Instructions for Form 8839 (2025) · irs.gov
- Adoption Credit · irs.gov
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · click a topic to focus it · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
34 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how to fill out schedule a itemized deductions irs REFORMULATION | Google ↗ AI Mode ↗ | The user wants direct instructions on completing IRS Schedule A for itemizing deductions. | — | how_to_steps | schedule a itemized deductions instruct… | 2x of 3 | |
are adoption charity donations tax deductible IMPLICIT | Google ↗ AI Mode ↗ | The user wants to confirm if donations made to adoption organizations actually qualify for tax deductions before filling out forms. | — | faq_page | adoption agency donation tax deductions | 2x of 3 | |
how to fill out schedule a itemized deductions irs instructions REFORMULATION | Google ↗ AI Mode ↗ | The user wants direct, step-by-step instructions on filling out IRS Schedule A for itemized deductions. | — | how_to_steps | schedule a itemized deductions instruct… | 1x of 3 | |
can you deduct adoption donations on taxes RELATED | Google ↗ AI Mode ↗ | The user wants to know if charitable contributions related to adoption qualify as tax deductions. | — | faq_page | adoption agency donation tax deductions | 1x of 3 | |
are adoption agency fees tax deductible as charitable donations IMPLICIT | Google ↗ AI Mode ↗ | The user wants to clarify whether agency fees count as charitable gifts or fall under adoption tax credits. | — | web_article | adoption agency donation tax deductions | 1x of 3 | |
qualifying charitable organizations irs adoption agency ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to know which specific types of adoption agencies or charities meet IRS standards for tax-deductible donations. | — | web_article | irs 501c3 adoption agency rules | 1x of 3 | |
adoption expenses tax credit vs itemized deduction charitable donations COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to understand the difference between claiming the adoption tax credit and itemizing adoption-related charitable donations. | — | comparison_table | tax credit versus itemized deduction | 1x of 3 | |
standard deduction vs itemizing charitable contributions 2024 COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare taking the standard deduction versus itemizing to see which benefits their adoption donations more. | — | comparison_table | tax credit versus itemized deduction | 1x of 3 | |
501c3 adoption agency donation tax rules ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to know specific criteria for tax-exempt organizations involved in adoption to ensure donations qualify. | — | web_article | irs 501c3 adoption agency rules | 1x of 3 | |
standard deduction vs itemizing charitable contributions adoption COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare taking the standard deduction versus itemizing to see which benefits adoption donations more. | — | comparison_table | tax credit versus itemized deduction | 1x of 3 | |
irs publication 526 charitable contributions adoption ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants official IRS guidance documentation regarding qualifying charitable contributions for adoption. | — | pdf_whitepaper | irs publication 526 guidelines | 1x of 3 | |
can I deduct adoption agency fees as charitable contributions RELATED | Google ↗ AI Mode ↗ | The user wants to know if direct fees paid to adoption agencies can be written off as charitable donations. | — | faq_page | adoption agency donation tax deductions | 1x of 3 | |
tax credits for adoption expenses vs charitable donations RELATED | Google ↗ AI Mode ↗ | The user wants to understand the difference between claiming the federal adoption tax credit and deducting adoption-related charitable donations. | — | web_article | tax credit versus itemized deduction | 1x of 3 | |
tax tips for adoptive parents itemizing deductions PERSONALIZED | Google ↗ AI Mode ↗ | The user wants tailored tax advice specifically curated for individuals who have gone through or are going through adoption. | — | buyers_guide | adoption agency donation tax deductions | 1x of 3 | |
tax deductions for foster care and adoption support non-profits PERSONALIZED | Google ↗ AI Mode ↗ | The user wants examples of specific non-profit adoption and foster organizations whose donations qualify for itemization. | — | web_article | adoption agency donation tax deductions | 1x of 3 | |
can i deduct fees paid to private adoption agency as charitable contributions PERSONALIZED | Google ↗ AI Mode ↗ | The user wants to know if regular agency fees count as deductible charitable gifts rather than payments for services. | — | forum/qna | adoption agency donation tax deductions | 1x of 3 | |
qualifying charitable organization definition irs 501c3 adoption REFORMULATION | Google ↗ AI Mode ↗ | The user wants to check if the adoption organization they donated to holds the correct tax-exempt status. | — | glossary/definition | irs 501c3 adoption agency rules | 1x of 3 | |
irs publication 526 charitable contributions guidelines ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants the official IRS publication reference that governs charitable donations. | — | pdf_whitepaper | irs publication 526 guidelines | 1x of 3 | |
irs publication 526 charitable contributions guide ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants the official IRS publication text detailing the rules for charitable deductions. | — | pdf_whitepaper | irs publication 526 guidelines | 1x of 3 | |
adoption tax credit vs charitable deduction COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to understand the difference between the adoption tax credit and itemized charitable deductions. | — | comparison_table | tax credit versus itemized deduction | 1x of 3 | |
what qualifies as a charitable donation for taxes schedule a REFORMULATION | Google ↗ AI Mode ↗ | The user wants a broad overview of what items and donations can be written off on Schedule A. | — | checklist | charitable contribution deduction limits | 1x of 3 | |
adoption donation tax deduction limit adjusted gross income RELATED | Google ↗ AI Mode ↗ | The user wants to know the percentage limits based on adjusted gross income for deducting charitable contributions. | — | glossary/definition | adoption agency donation tax deductions | 1x of 3 | |
what receipts needed for itemized charitable deductions RELATED | Google ↗ AI Mode ↗ | The user wants to know what documentation is required to support adoption donations on tax returns. | — | checklist | charitable donation receipt requirements | 1x of 3 | |
itemized deduction limits for cash and property donations RELATED | Google ↗ AI Mode ↗ | The user wants to know the percentage limits and restrictions on claiming itemized charitable deductions. | — | web_article | charitable contribution deduction limits | 1x of 3 | |
what receipts do i need for charitable donation tax deduction REFORMULATION | Google ↗ AI Mode ↗ | The user wants to know what documentation is required by the IRS to support itemized charitable deductions. | — | checklist | charitable donation receipt requirements | 1x of 3 | |
can foster care expenses be itemized as charitable donations IMPLICIT | Google ↗ AI Mode ↗ | The user wants to know if unreimbursed expenses related to foster care or adoption placement qualify for deductions. | — | faq_page | charitable donation receipt requirements | 1x of 3 | |
adoption tax credit income limits and qualification COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to see income phase-outs and limits for the broader adoption tax credit. | — | calculator/tool | irs 501c3 adoption agency rules | 1x of 3 | |
do non profit adoption agency donations qualify for tax write off IMPLICIT | Google ↗ AI Mode ↗ | The user wants to confirm the tax-exempt status requirement (501c3) for adoption entities receiving donations. | — | faq_page | adoption agency donation tax deductions | 1x of 3 | |
maximum limit for charitable contribution deductions schedule a ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to know the Adjusted Gross Income (AGI) percentage limitations for charitable deductions. | — | calculator/tool | charitable contribution deduction limits | 1x of 3 | |
receipt requirements for tax deductible donations over 250 dollars IMPLICIT | Google ↗ AI Mode ↗ | The user wants to know what documentation or receipts are legally required to claim donation deductions. | — | checklist | charitable donation receipt requirements | 1x of 3 | |
itemized deductions checklist schedule a irs REFORMULATION | Google ↗ AI Mode ↗ | The user wants a summary list of all deductible expenses that go onto Schedule A. | — | checklist | schedule a itemized deductions instruct… | 1x of 3 | |
how to report charitable gifts on tax return software RELATED | Google ↗ AI Mode ↗ | The user wants practical guidance on entering itemized donations into consumer tax software like TurboTax or H&R Block. | — | tutorial_video/transcript | reporting charitable gifts on taxes | 1x of 3 | |
how to calculate charitable contribution deduction tax calculator RELATED | Google ↗ AI Mode ↗ | The user wants an interactive tool to estimate their total tax savings from itemizing charitable donations. | — | calculator/tool | reporting charitable gifts on taxes | 1x of 3 | |
how to report noncash charitable contributions form 8283 REFORMULATION | Google ↗ AI Mode ↗ | The user wants instructions on how to fill out Form 8283 if their adoption donation was in-kind or noncash. | — | how_to_steps | reporting charitable gifts on taxes | 1x of 3 |
Passes
Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.
Geminix = pass, y = cumulative unique queries
| Model | Pass | Target | Generated | Seconds | Tokens (in / out) | Notes |
|---|---|---|---|---|---|---|
| gemini-3.5-flash-lite | 1 | 12 | 12 | — | 915 / 1,460 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 915 / 1,480 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 915 / 1,495 |