Real ChatGPT answer · index seedJzIQADOlRnccompleteFinance and banking · investing and brokeragescomparison

Can you compare Interactive Brokers and TD Ameritrade successor platforms for holding municipal bonds and treasury bills in retirement

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare Interactive Brokers and TD Ameritrade successor platforms for holding municipal bonds and treasury bills in retirement
2 real searches · 1 real-search pass
Interactive Brokers US Treasury bonds bills municipal bonds commissions bond marketplace officialGoogle ↗
OBSERVEDReason
Charles Schwab fixed income Treasury bills municipal bonds pricing commissions official TD Ameritrade transition thinkorswimGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

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
Interactive Brokers US Treasury bonds bills municipal bonds commissions bond marketplace official Google ↗
Charles Schwab fixed income Treasury bills municipal bonds pricing commissions official TD Ameritrade transition thinkorswim Google ↗
  1. IBKR bond marketplace · interactivebrokers.com
  2. IBKR commissions · interactivebrokers.com
  3. Schwab fixed-income pricing · schwab.com
  4. Commissions Fixed Income · brokerage.ibkr.com
  5. Fixed Income · advisorservices.schwab.com
  6. Charles Schwab Pricing Guide for Individual Investors · disclosures.schwab.com
  7. Publication 17 (2025), Your Federal Income Tax · irs.gov
  8. Publication 550 (2025), Investment Income and Expenses · irs.gov
  9. IRA Account Information · brokerage.ibkr.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Interactive Brokers US Treasury bonds bills municipal bonds commissions bond marketplace official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Charles Schwab fixed income Treasury bills municipal bonds pricing commissions official TD Ameritrade transition thinkorswim
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1