Real ChatGPT answer · index seedtzBV2EkAPM4completeEducation · financial aid and scholarshipscomparison
My business advisor mentioned looking at Coverdell ESAs versus 529 plans for my employee dependent education assistance fund. Which has higher contribution limits right now?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My business advisor mentioned looking at Coverdell ESAs versus 529 plans for my employee dependent education assistance fund. Which has higher contribution limits right now?
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
2026 Coverdell ESA annual contribution limit 2000 529 plan contribution limits IRS 2026 Google ↗
IRS employer educational assistance program section 127 dependent education expenses dependents 2026 Google ↗
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- 529 Plans: Questions and answers · irs.gov
- 529 Contribution Limits 2026: Maximums by State and More · savingforcollege.com
- 529 Contribution Limits for 2026: Max Contribution by State · nerdwallet.com
- Updates to frequently asked questions about educational assistance programs · irs.gov
- IRS updates frequently asked questions about section 127 educational assistance programs · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Coverdell ESA annual contribution limit 2000 529 plan contribution limits IRS 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS employer educational assistance program section 127 dependent education expenses dependents 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |