Policy and money
Personal finance
What is each chatbot's top 10?
Filled dot: the name is in a page the answer cited. Ring: it is not.
- 1BPBHThe Money Guy Show
- 2
Ramit Sethi - 3TATiffany Aliche
- 4JSJill Schlesinger
- 5
Liz Weston - 6CBChristine Benz
- 7
Michelle Singletary - 8
Clark Howard - 9
Paula Pant - 10MHMorgan Housel
- 1
Ramit Sethi - 2
Suze Orman - 3
Dave Ramsey - 4
Jean Chatzky - 5FTFarnoosh Torabi
- 6
Paula Pant - 7TATiffany Aliche
- 8TDTori Dunlap
- 9CBChristine Benz
- 10JCJL Collins
- 1
Dave Ramsey - 2
Ramit Sethi - 3
Jean Chatzky - 4
Clark Howard - 5
Graham Stephan - 6TATiffany Aliche
- 7HYHumphrey Yang
- 8JSJill Schlesinger
- 9MHMorgan Housel
- 10ALAndrew Lokenauth
- 1HYHumphrey Yang
- 2TDTori Dunlap
- 3TATiffany Aliche
- 4
Bola Sokunbi - 5BPBHThe Money Guy Show
- 6
Ramit Sethi - 7
RCThe Ramsey Show - 8TMTimi Merriman-Johnson
- 9
Paula Pant - 10NMNick Maggiulli
- 1
Dave Ramsey - 2HYHumphrey Yang
- 3
Graham Stephan - 4
Ramit Sethi - 5
Suze Orman - 6
Robert Kiyosaki - 7TATiffany Aliche
- 8TDTori Dunlap
- 9AJAndrei Jikh
- 10
Vivian Tu
- 1
Dave Ramsey - 2
Suze Orman - 3
Robert Kiyosaki - 4
Clark Howard - 5
Jean Chatzky - 6FTFarnoosh Torabi
- 7TATiffany Aliche
- 8
Grant Sabatier - 9
Ric Edelman - 10
Martin Lewis
Who does each model name, and at what rank?
Rank each list gave a name; blank means the list left it out.
| GPT-5 | Claude | Gemini | Grok | Muse | ChatGPT app | |
|---|---|---|---|---|---|---|
| Tiffany Aliche | #7 | #6 | #3 | #7 | #7 | #3 |
| Dave Ramsey | #3 | #1 | #1 | #1 | ||
| Ramit Sethi | #1 | #2 | #6 | #4 | #2 | |
| Suze Orman | #2 | #5 | #2 | |||
| Humphrey Yang | #7 | #1 | #2 | |||
| Jean Chatzky | #4 | #3 | #5 | |||
| Tori Dunlap | #8 | #2 | #8 | |||
| Clark Howard | #4 | #4 | #8 | |||
| Graham Stephan | #5 | #3 | ||||
| Robert Kiyosaki | #6 | #3 | ||||
| Farnoosh Torabi | #5 | #6 | ||||
| Paula Pant | #6 | #9 | #9 | |||
| Bola Sokunbi | #4 | |||||
| The Money Guy Show | #5 | #1 | ||||
| The Ramsey Show | #7 | |||||
| Jill Schlesinger | #8 | #4 | ||||
| Timi Merriman-Johnson | #8 | |||||
| Grant Sabatier | #8 | |||||
| Christine Benz | #9 | #6 | ||||
| Morgan Housel | #9 | #10 | ||||
| Andrei Jikh | #9 | |||||
| Ric Edelman | #9 | |||||
| JL Collins | #10 | |||||
| Andrew Lokenauth | #10 | |||||
| Nick Maggiulli | #10 | |||||
| Vivian Tu | #10 | |||||
| Martin Lewis | #10 |
Who does every model name?
On all five API lists for this field.
Who does only one model name?
On one API list for this field and no other.
How many names do two models share?
Names in common between two API top-10 lists in this field.
| GPT-5 | Claude | Gemini | Grok | Muse | |
|---|---|---|---|---|---|
| GPT-5 | 4 | 4 | 5 | 5 | |
| Claude Sonnet 5 | 4 | 3 | 5 | 4 | |
| Gemini 3.5 Flash | 4 | 3 | 4 | 1 | |
| Grok 4.5 | 5 | 5 | 4 | 4 | |
| Muse Spark 1.2 | 5 | 4 | 1 | 4 |
How many names do the API and the web app share?
Names in common between a model's API top-10 list and its web app's, in this field.
| GPT-5 | Claude | Gemini | Grok | Muse | |
|---|---|---|---|---|---|
| API vs web app | 4 | – | – | – | – |
Do the cited pages back each list?
Each list in this field, by what its cited pages contain.
- GPT-5 APIMost names in cited pages
- Claude Sonnet 5 APIMost names in cited pages
- Gemini 3.5 Flash APIMost names in cited pages
- Grok 4.5 APIMost names in cited pages
- Muse Spark 1.2 APICopies one cited page
- ChatGPT Web appSome names in cited pages
How many listed names appear in the cited pages?
Share of each list found in a page it cited. Blank: no pages cited.
Which websites do chatbots cite here?
Cited pages per website, all lists in this field.
What did each chatbot answer?
GPT-5API10 sources
How we read this list: Tiffany 'The Budgetnista' Aliche, nickname dropped.
- 1I Will Teach You To Be Rich » by Ramit Sethiiwillteachyoutoberich.com, 1 of 10 names
- 2About Suze - Suze Ormansuzeorman.com, 1 of 10 names
- 3Listen to or Watch The Ramsey Show - Ramseyramseysolutions.com, 1 of 10 names
- 4About - HerMoneyhermoney.com, 1 of 10 names
- 5About - Farnooshfarnoosh.tv, 1 of 10 names
- 6Paula Pant: Official Bio - Afford Anything®affordanything.com, 1 of 10 names
- 7About - The Budgetnistathebudgetnista.com, page unreadable
- 8About HFK | Feminist Finance and Money Educationherfirst100k.com, 0 of 10 names
- 9Christine Benz | Morningstarmorningstar.com, page unreadable
- 10The Simple Path to Wealththesimplepathtowealth.com, 1 of 10 names
ChatGPTWeb app12 sources
How we read this list: Read from the page text. Slot 1 is the two hosts of The Money Guy Show.
- 1YouTube – The Money Guy Showyoutube.com, page unreadable
- 2YouTube – Ramit Sethiyoutube.com, page unreadable
- 3The Budgetnistathebudgetnista.com, 2 of 10 names
- 4Jill on Moneyjillonmoney.com, 1 of 10 names
- 5NerdWallet – Liz Westonnerdwallet.com, 2 of 10 names
- 6Morningstarmorningstar.com, page unreadable
- 7The Washington Postwashingtonpost.com, page unreadable
- 8Clark.comclark.com, page unreadable
- 9Afford Anythingaffordanything.com, 0 of 10 names
- 10Morgan Houselmorganhousel.com, 1 of 10 names
- 11CFP Boardcfp.net, 0 of 10 names
- 12SEC Investment Adviser Public Disclosure databaseadviserinfo.sec.gov, page unreadable
Claude Sonnet 5API6 sources
- 1Top 30 Finance Influencers to Follow in 2026 | Financerfinancer.com, 5 of 10 names
- 210 Personal Finance Influencers to Follow If You're an Advisorsmartasset.com, 4 of 10 names
- 3Top 10 Experts fo Follow for Personal Finance Advice - Duedue.com, 4 of 10 names
- 4Top LinkedIn Finance Influencer You Should Followgetphyllo.com, 1 of 10 names
- 5Top 25 financial influencers to follow right now - Moneywisemoneywise.com, page unreadable
- 6CNBC's Financial Advisor 100: Best financial advisors, top firms for 2026 rankedcnbc.com, page unreadable
Gemini 3.5 FlashAPI4 sources
How we read this list: Two slots name two hosts each (The Money Guy Show; The Ramsey Show), kept as one slot each.
- 1Top Financial Influencers Reshaping How We Talk About Moneylefty.io, 2 of 10 names
- 210 Personal Finance Influencers to Follow If You're an AdvisorEmailFacebookTwitterMenu burgerClose thinFacebookLinkedinsmartasset.com, 5 of 10 names
- 3Meet 5 Top Female-Focused Personal Finance Influencers - Women in Print Alliancewomeninprintalliance.org, 2 of 10 names
- 4Best TikTok Finance Influencers You Should Follow In 2026LogoLogoBulbIconLogotembomoney.com, 2 of 10 names
Grok 4.5API6 sources
Muse Spark 1.2API4 sources
The list follows one cited page: 10 of its names appear on due.com in nearly the same order.
- 1Top 10 Personal Finance Experts | Duedue.com, 10 of 10 names
- 2Top 30 Finance Influencers to Follow in 2026 | Financerfinancer.com, 2 of 10 names
- 3Top 100 Personal Finance Influencers in 2026influencers.feedspot.com, page unreadable
- 410 Personal Finance Influencers to Follow If You're an Advisorsmartasset.com, 1 of 10 names