Gig Worker Planner
AI recommendation signal analysis across 143 domains for the Gig Worker Planner persona in Debt Consolidation Lenders.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
Get in touch →How to use this page
See the searches AI runs for itself
When an AI model needs the web to answer, it writes its own search queries. These are those queries, word for word. They show how machines translate buyer questions into searches, so make sure your pages answer the queries the models actually run, not just the ones humans type.
Where the numbers come from
During the LLM runs that used web search, we captured every search query each model issued for this segment's questions. Counts are small by nature: a model typically runs only a handful of these searches per question.
What's on this page
A side-by-side comparison of any two models' queries, and a table of every query with the models that used it.
Compare two models' fanout queries
The exact web searches each model ran while answering Gig Worker Planner questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- best personal loans debt consolidation self employed gig workers bank deposits cash flow underwriting
- personal loan lenders self employed debt consolidation bank statements
- Upstart personal loans self employed income debt consolidation
- SoFi personal loans self employed debt consolidation
- site:upgrade.com personal loans self employed income verification debt consolidation
- site:achieve.com personal loans self employed debt consolidation
- site:prosper.com personal loans self employed debt consolidation
- site:lendingclub.com personal loans self employed debt consolidation income verification
- site:bestegg.com debt consolidation personal loan self employed income verification
- site:happy money.com personal loans debt consolidation self employed
- site:lendingpoint.com personal loans debt consolidation self employed
- site:avant.com personal loans self employed debt consolidation
- LightStream debt consolidation personal loan self employed
- Discover personal loans debt consolidation self employed income verification
- Universal Credit personal loans self employed debt consolidation
- LendingTree personal loans self employed debt consolidation marketplace
- "avant" "self-employed" debt consolidation
- "upstart" self employed debt consolidation
- best personal loans for self employed gig workers debt consolidation
- "sofi" personal loan independent contractor gig worker
- best debt consolidation loans gig workers freelancers
- "achieve" personal loan self employed "bank statements"
All fanout queries
Every fanout query for this segment, with how many models used it and which ones. Overlap between models means they translated the same buyer question into the same search, a strong signal that ranking for that query matters.
| Query | LLM Count | LLMs |
|---|---|---|
| "achieve" personal loan self employed "bank statements" | 1 | Gemini 3.5 Flash |
| "avant" "self-employed" debt consolidation | 1 | Gemini 3.5 Flash |
| "sofi" personal loan independent contractor gig worker | 1 | Gemini 3.5 Flash |
| "upstart" self employed debt consolidation | 1 | Gemini 3.5 Flash |
| best debt consolidation lenders earnin moneylion self-employed | 1 | Claude Haiku 4.5 |
| best debt consolidation loans for self-employed gig workers 2026 | 1 | Claude Sonnet 5 |
| best debt consolidation loans for self-employed gig workers nontraditional income 2024 2025 | 1 | DeepSeek V4 Pro |
| best debt consolidation loans gig workers freelancers | 1 | Gemini 3.5 Flash |
| best personal loans debt consolidation self employed gig workers bank deposits cash flow underwriting | 1 | GPT 5.5 |
| best personal loans for self employed gig workers debt consolidation | 1 | Gemini 3.5 Flash |
| debt consolidation lenders self-employed gig workers freelance | 1 | Claude Haiku 4.5 |
| debt consolidation lenders that accept bank statements instead of w2 pay stubs freelance | 1 | DeepSeek V4 Pro |
| debt consolidation loan lenders bank statement income self-employed | 1 | Claude Sonnet 5 |
| discover marcus penfed debt consolidation loans gig workers self-employed 2026 | 1 | Claude Haiku 4.5 |
| discover personal loans debt consolidation self employed income verification | 1 | GPT 5.5 |
| lendingtree personal loans self employed debt consolidation marketplace | 1 | GPT 5.5 |
| lightstream debt consolidation personal loan self employed | 1 | GPT 5.5 |
| personal loan lenders self employed debt consolidation bank statements | 1 | GPT 5.5 |
| personal loans for gig workers 1099 income debt consolidation flexible underwriting | 1 | DeepSeek V4 Pro |
| prosper lendingclub upstart happen bank debt consolidation self-employed | 1 | Claude Haiku 4.5 |
| site:achieve.com personal loans self employed debt consolidation | 1 | GPT 5.5 |
| site:avant.com personal loans self employed debt consolidation | 1 | GPT 5.5 |
| site:bestegg.com debt consolidation personal loan self employed income verification | 1 | GPT 5.5 |
| site:happy money.com personal loans debt consolidation self employed | 1 | GPT 5.5 |
| site:lendingclub.com personal loans self employed debt consolidation income verification | 1 | GPT 5.5 |
| site:lendingpoint.com personal loans debt consolidation self employed | 1 | GPT 5.5 |
| site:prosper.com personal loans self employed debt consolidation | 1 | GPT 5.5 |
| site:upgrade.com personal loans self employed income verification debt consolidation | 1 | GPT 5.5 |
| sofi personal loans self employed debt consolidation | 1 | GPT 5.5 |
| universal credit personal loans self employed debt consolidation | 1 | GPT 5.5 |
| upstart personal loans self employed income debt consolidation | 1 | GPT 5.5 |