Real ChatGPT answer · index seedzIhM4RmtiC0completeParenting and family · kids' educationinformational
What is the minimum monthly contribution required to open a 529 college savings plan for a newborn without getting hit by service fees?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the minimum monthly contribution required to open a 529 college savings plan for a newborn without getting hit by service fees?
2 real searches · 1 real-search pass
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.
Searches and sources
ChatGPT2 real searches · gpt-6
Virginia 529 Invest529 fees account maintenance fee minimum contribution 2026 Google ↗
Virginia Invest529 minimum initial contribution monthly contribution account maintenance fee service fee 2026 Google ↗
- Invest529 Fees and Expenses · invest529.com
- Getting Started with Invest529 | FAQs · invest529.com
- Official Virginia Invest529 website · invest529.com
- FAQs | Resources · invest529.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Virginia 529 Invest529 fees account maintenance fee minimum contribution 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Virginia Invest529 minimum initial contribution monthly contribution account maintenance fee service fee 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |