I own a small marketing agency and want to find the top financial advisors who specialize in restructuring student loan debt for business owners.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I own a small marketing agency and want to find the top financial advisors who specialize in restructuring student loan debt for business owners.
3 real searches · 1 real-search pass
financial advisor student loan planning self employed business owners student loan consultant entrepreneurGoogle ↗
OBSERVEDOther / navigational
student loan financial planner business owner self employment income federal repayment strategy advisorGoogle ↗
OBSERVEDComparison
fee-only financial planner student loans small business owners student loan planning firmsGoogle ↗
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)
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
financial advisor student loan planning self employed business owners student loan consultant entrepreneur Google ↗
student loan financial planner business owner self employment income federal repayment strategy advisor Google ↗
fee-only financial planner student loans small business owners student loan planning firms Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
financial advisor student loan planning self employed business owners student loan consultant entrepreneur OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
student loan financial planner business owner self employment income federal repayment strategy advisor OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
fee-only financial planner student loans small business owners student loan planning firms OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |