Medical Expense Seeker
AI recommendation signal analysis across 136 domains for the Medical Expense Seeker persona in Personal Loan Fintech 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.
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Get on the mics
The podcasts and guest-appearance opportunities surfacing for this industry. Pitch the shows your buyers already hear.
Where the numbers come from
We run podcast guests queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.
What's on this page
Domain and URL charts, the full result list, and title n-gram tables.
Research: Podcast Guests
Domains appearing in Google results for Medical Expense Seeker's Research: Podcast Guests queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.
Top URLs
Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.
All Results
Every result for Medical Expense Seeker's Research: Podcast Guests queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.
Title N-Grams
Most common word phrases (2 to 7 words) across every result title for these queries.
2-grams
| 9 | medical bills |
| 8 | finance podcast |
| 8 | how to |
| 7 | the hospital |
| 7 | hospital finance |
| 7 | mtom podcast |
| 6 | medical debt |
| 4 | on medical |
| 4 | physician finance |
| 4 | doctor podcast |
| 4 | pays off |
| 3 | medicine podcast |
| 3 | money matters |
| 3 | with dr |
| 3 | medics money |
| 3 | your medical |
| 3 | podcast ep |
| 3 | medical student |
| 3 | to save |
| 2 | all about |
| 2 | medical school |
| 2 | school loans |
| 2 | loans with |
| 2 | money meets |
| 2 | meets medicine |
3-grams
| 7 | the hospital finance |
| 6 | hospital finance podcast |
| 3 | how to save |
| 3 | on medical bills |
| 2 | money meets medicine |
| 2 | meets medicine podcast |
| 2 | podcast on spotify |
| 2 | money matters podcasts |
| 2 | be a guest |
| 2 | negotiating medical bills |
| 2 | medics money podcast |
| 2 | how to negotiate |
| 2 | to negotiate your |
| 2 | negotiate your medical |
| 2 | your medical bills |
| 2 | medical bills part |
| 2 | physician family financial |
| 2 | family financial advisors |
| 2 | equity podcast ep |
| 2 | podcast ep 12 |
| 2 | ep 12 medical |
| 2 | 12 medical debt |
| 2 | medical debt what |
| 2 | debt what to |
| 2 | what to do |
4-grams
| 6 | the hospital finance podcast |
| 2 | money meets medicine podcast |
| 2 | how to negotiate your |
| 2 | to negotiate your medical |
| 2 | negotiate your medical bills |
| 2 | your medical bills part |
| 2 | physician family financial advisors |
| 2 | equity podcast ep 12 |
| 2 | podcast ep 12 medical |
| 2 | ep 12 medical debt |
| 2 | 12 medical debt what |
| 2 | medical debt what to |
| 2 | debt what to do |
| 2 | what to do about |
| 2 | to do about it |
| 2 | medical student creates a |
| 2 | student creates a budget |
| 2 | creates a budget mtom |
| 2 | a budget mtom podcast |
| 2 | budget mtom podcast 171 |
| 2 | how to save money |
| 2 | to save money on |
| 2 | save money on medical |
| 2 | money on medical bills |
| 2 | the loan doctor podcast |
5-grams
| 2 | how to negotiate your medical |
| 2 | to negotiate your medical bills |
| 2 | negotiate your medical bills part |
| 2 | equity podcast ep 12 medical |
| 2 | podcast ep 12 medical debt |
| 2 | ep 12 medical debt what |
| 2 | 12 medical debt what to |
| 2 | medical debt what to do |
| 2 | debt what to do about |
| 2 | what to do about it |
| 2 | medical student creates a budget |
| 2 | student creates a budget mtom |
| 2 | creates a budget mtom podcast |
| 2 | a budget mtom podcast 171 |
| 2 | how to save money on |
| 2 | to save money on medical |
| 2 | save money on medical bills |
| 1 | how financial expertise keeps health |
| 1 | financial expertise keeps health care |
| 1 | expertise keeps health care on |
| 1 | keeps health care on track |
| 1 | health care on track here |
| 1 | all about medical school loans |
| 1 | about medical school loans with |
| 1 | medical school loans with ben |
6-grams
| 2 | how to negotiate your medical bills |
| 2 | to negotiate your medical bills part |
| 2 | equity podcast ep 12 medical debt |
| 2 | podcast ep 12 medical debt what |
| 2 | ep 12 medical debt what to |
| 2 | 12 medical debt what to do |
| 2 | medical debt what to do about |
| 2 | debt what to do about it |
| 2 | medical student creates a budget mtom |
| 2 | student creates a budget mtom podcast |
| 2 | creates a budget mtom podcast 171 |
| 2 | how to save money on medical |
| 2 | to save money on medical bills |
| 1 | how financial expertise keeps health care |
| 1 | financial expertise keeps health care on |
| 1 | expertise keeps health care on track |
| 1 | keeps health care on track here |
| 1 | all about medical school loans with |
| 1 | about medical school loans with ben |
| 1 | medical school loans with ben white |
| 1 | money meets medicine podcast on spotify |
| 1 | podcast how medical debt makes people |
| 1 | how medical debt makes people sicker |
| 1 | medical debt makes people sicker and |
| 1 | debt makes people sicker and what |
7-grams
| 2 | how to negotiate your medical bills part |
| 2 | equity podcast ep 12 medical debt what |
| 2 | podcast ep 12 medical debt what to |
| 2 | ep 12 medical debt what to do |
| 2 | 12 medical debt what to do about |
| 2 | medical debt what to do about it |
| 2 | medical student creates a budget mtom podcast |
| 2 | student creates a budget mtom podcast 171 |
| 2 | how to save money on medical bills |
| 1 | how financial expertise keeps health care on |
| 1 | financial expertise keeps health care on track |
| 1 | expertise keeps health care on track here |
| 1 | all about medical school loans with ben |
| 1 | about medical school loans with ben white |
| 1 | podcast how medical debt makes people sicker |
| 1 | how medical debt makes people sicker and |
| 1 | medical debt makes people sicker and what |
| 1 | the podcast the hospital finance is looking |
| 1 | podcast the hospital finance is looking for |
| 1 | the hospital finance is looking for guests |
| 1 | hospital finance is looking for guests in |
| 1 | podcast 69 travis hornsby on medical school |
| 1 | 69 travis hornsby on medical school finances |
| 1 | how to erase medical debt avoid overpaying |
| 1 | apply to be a guest healthcare success |