Real ChatGPT answer · index seedm0FJlNXLnl8completeParenting and family · childcare and daycarecomparison

How do the preschool tuition tax credits under the federal Child and Dependent Care Credit compare to our state-specific dependent care assistance programs?

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 the preschool tuition tax credits under the federal Child and Dependent Care Credit compare to our state-specific dependent care assistance programs?
2 real searches · 1 real-search pass
2026 IRS Child and Dependent Care Credit qualifying expenses preschool tuition care work expenses Form 2441Google ↗
OBSERVEDYes / no
Georgia state dependent care tax credit dependent care assistance program 2026 preschool tuitionGoogle ↗
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 / navigationalComparisonConsequenceReason50%DefinitionInstructionYes / no50%

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
2026 IRS Child and Dependent Care Credit qualifying expenses preschool tuition care work expenses Form 2441 Google ↗
Georgia state dependent care tax credit dependent care assistance program 2026 preschool tuition Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 IRS Child and Dependent Care Credit qualifying expenses preschool tuition care work expenses Form 2441
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
Georgia state dependent care tax credit dependent care assistance program 2026 preschool tuition
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1