How do I spot fake student loan forgiveness companies that target LLC owners, and where can I find legitimate advice on refinancing with lenders like Earnest?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I spot fake student loan forgiveness companies that target LLC owners, and where can I find legitimate advice on refinancing with lenders like Earnest?
4 real searches · 1 real-search pass
FTC student loan debt relief scam upfront fees power of attorney official guidance 2026Google ↗
OBSERVED
Federal Student Aid loan forgiveness scams LLC business owners student loan eligibility officialGoogle ↗
OBSERVED
Earnest student loan refinancing eligibility rates cosigner business owner self employed officialGoogle ↗
OBSERVED
CFPB student loan refinancing federal loans protections private refinance officialGoogle ↗
OBSERVED
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.
Classifying 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
FTC student loan debt relief scam upfront fees power of attorney official guidance 2026 Google ↗
Federal Student Aid loan forgiveness scams LLC business owners student loan eligibility official Google ↗
Earnest student loan refinancing eligibility rates cosigner business owner self employed official Google ↗
CFPB student loan refinancing federal loans protections private refinance official Google ↗
- Student loan scammers won’t offer relief · consumer.ftc.gov
- How To Avoid Student Loan Forgiveness Scams · studentaid.gov
- What are the signs of a student loan scam? · consumerfinance.gov
- Visit StudentAid.gov · studentaid.gov
- CFPB student loan resources · consumerfinance.gov
- FTC student loan scam guidance · consumer.ftc.gov
- Visit Earnest's official refinancing website · earnest.com
- Does Earnest consider household incomes when reviewing applications? · help.earnest.com
- What kind of assets does Earnest consider in my application? · help.earnest.com
- Who Is Plaid? · help.earnest.com
- Why Do I Need To Connect My Bank Accounts? · help.earnest.com
- Options for repaying your federal and private student loans · consumerfinance.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC student loan debt relief scam upfront fees power of attorney official guidance 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Federal Student Aid loan forgiveness scams LLC business owners student loan eligibility official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Earnest student loan refinancing eligibility rates cosigner business owner self employed official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
CFPB student loan refinancing federal loans protections private refinance official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |