Can you find me a financial advisor in downtown Detroit who specializes in helping middle class parents restructure their student loan debt before retirement?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you find me a financial advisor in downtown Detroit who specializes in helping middle class parents restructure their student loan debt before retirement?
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
Detroit downtown financial advisor student loan debt planning retirement parents middle class fiduciary CFP Google ↗
Erik Kroll Student Loans Over 50 official financial planner retirement student loan repayment consultation Google ↗
- How to Align Strategies for Student Loans and Retirement · kiplinger.com
- Managing Parent PLUS Student Loans as You Near Retirement · kiplinger.com
- Erik Kroll · napfa.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Detroit downtown financial advisor student loan debt planning retirement parents middle class fiduciary CFP OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Erik Kroll Student Loans Over 50 official financial planner retirement student loan repayment consultation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |