Real ChatGPT answer · index seedr2GSh4w1b8EcompleteParenting and family · kids' educationhowto

What are the current interest rates and matching grants available for state sponsored 529 college savings plans this month?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the current interest rates and matching grants available for state sponsored 529 college savings plans this month?
3 real searches · 1 real-search pass
2026 529 college savings plan state matching grants contribution incentives November 2026 state by stateGoogle ↗
OBSERVEDConsequence
New York 529 Direct Plan 2026 state tax deduction matching grant interest rate investment options officialGoogle ↗
OBSERVEDComparison
529 plan state tax benefits matching grants 2026 state-by-state official listGoogle ↗
OBSERVEDComparison

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 / navigationalComparison67%Consequence33%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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 college savings plan state matching grants contribution incentives November 2026 state by state Google ↗
New York 529 Direct Plan 2026 state tax deduction matching grant interest rate investment options official Google ↗
529 plan state tax benefits matching grants 2026 state-by-state official list Google ↗
  1. States that offer 529 plan grant programs · savingforcollege.com
  2. Maine Grant Programs Terms & Conditions · nextgenforme.com
  3. TIPS Program · treasury.tn.gov
  4. Price and Performance · nysaves.org
  5. Investment Options · nysaves.org
  6. New York (NY) 529 College Savings Plans · scholarships.savingforcollege.com
  7. New York 529 Direct Plan · nysaves.org

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 529 college savings plan state matching grants contribution incentives November 2026 state by state
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
New York 529 Direct Plan 2026 state tax deduction matching grant interest rate investment options official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
529 plan state tax benefits matching grants 2026 state-by-state official list
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1