Real ChatGPT answer · index seedcOlYlb92f4QcompleteParenting and family · family financescomparison

We are trying to decide between setting up a 529 plan or a Coverdell ESA for our newborn's college tuition savings, considering recent legislative updates on tax-free rollovers to Roth IRAs.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are trying to decide between setting up a 529 plan or a Coverdell ESA for our newborn's college tuition savings, considering recent legislative updates on tax-free rollovers to Roth IRAs.
3 real searches · 1 real-search pass
2026 529 plan legislative changes Roth IRA rollover Coverdell ESA IRS SECURE 2.0 2025 law K-12 expensesGoogle ↗
OBSERVEDConsequence
site:irs.gov 529 Roth IRA rollover 15 years 35000 2026 Coverdell ESA contribution limitGoogle ↗
OBSERVEDOther / navigational
site:congress.gov 2025 law 529 qualified expenses 20000 K-12 effective 2026Google ↗
OBSERVEDConsequence

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 (3)
Short factOther / navigational33%ComparisonConsequence67%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2026 529 plan legislative changes Roth IRA rollover Coverdell ESA IRS SECURE 2.0 2025 law K-12 expenses Google ↗
site:irs.gov 529 Roth IRA rollover 15 years 35000 2026 Coverdell ESA contribution limit Google ↗
site:congress.gov 2025 law 529 qualified expenses 20000 K-12 effective 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 529 plan legislative changes Roth IRA rollover Coverdell ESA IRS SECURE 2.0 2025 law K-12 expenses
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
site:irs.gov 529 Roth IRA rollover 15 years 35000 2026 Coverdell ESA contribution limit
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:congress.gov 2025 law 529 qualified expenses 20000 K-12 effective 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1