Real ChatGPT answer · index seedyJc1gnOmoyYcompleteParenting and family · childcare and daycareinformational

How do preschool tuition tax credits work on federal tax returns for working parents with tight budgets?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do preschool tuition tax credits work on federal tax returns for working parents with tight budgets?
2 real searches · 1 real-search pass
site:irs.gov Child and Dependent Care Credit 2025 3000 6000 20% 35% Form 2441Google ↗
OBSERVEDOther / navigational
site:irs.gov dependent care benefits 2026 limit 7500 2026 Form 2441 tax lawGoogle ↗
OBSERVEDOther / navigational

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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
site:irs.gov Child and Dependent Care Credit 2025 3000 6000 20% 35% Form 2441 Google ↗
site:irs.gov dependent care benefits 2026 limit 7500 2026 Form 2441 tax law Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:irs.gov Child and Dependent Care Credit 2025 3000 6000 20% 35% Form 2441
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:irs.gov dependent care benefits 2026 limit 7500 2026 Form 2441 tax law
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1