How AI answer engines name FinanceBuzz
Data through November 9, 2026
Across 1,546 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Family Software between May 10, 2026 and November 9, 2026, FinanceBuzz was named in 13 (0.8%). That share is tied for the 20th highest of the 25 brands this record lists under Family Software. Among engines and question types with at least 100 answers, FinanceBuzz was named most on ChatGPT, 3.3% (13 of 397), and least on Claude, 0.0% (0 of 387); most on "Ranked list" questions, 5.1% (13 of 256), and least on "Best-of" questions, 0.0% (0 of 262).
By engine
Answers each engine gave to buyer questions about Family Software, and how many of them named FinanceBuzz.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 13 | 397 | 3.3% |
| Claude | 0 | 387 | 0.0% |
| Gemini | 0 | 323 | 0.0% |
| Perplexity | 0 | 397 | 0.0% |
| Google AI Mode | 0 | 24 | 0.0% |
| Google AI Overviews | 0 | 18 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 262 | 0.0% |
| Ranked list | 13 | 256 | 5.1% |
| Head-to-head | 0 | 258 | 0.0% |
| Is it worth it | 0 | 256 | 0.0% |
| How to choose | 0 | 254 | 0.0% |
| Problem first | 0 | 260 | 0.0% |
Question types within each engine
The same home-category sample, separated by engine and question type. Named counts a name match, not an endorsement. Zero means no name match in the stored answers shown; an omitted type has no stored answers, not a zero mention rate. These pooled historical counts are not a controlled engine comparison: prompts, models, collection routes and sampling frequencies can differ. They are not buyer demand or a movement measure.
ChatGPT
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 67 | 0.0% |
| Ranked list | 13 | 66 | 19.7% |
| Head-to-head | 0 | 66 | 0.0% |
| Is it worth it | 0 | 66 | 0.0% |
| How to choose | 0 | 66 | 0.0% |
| Problem first | 0 | 66 | 0.0% |
Claude
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 67 | 0.0% |
| Ranked list | 0 | 66 | 0.0% |
| Head-to-head | 0 | 66 | 0.0% |
| Is it worth it | 0 | 59 | 0.0% |
| How to choose | 0 | 63 | 0.0% |
| Problem first | 0 | 66 | 0.0% |
Gemini
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 53 | 0.0% |
| Ranked list | 0 | 52 | 0.0% |
| Head-to-head | 0 | 52 | 0.0% |
| Is it worth it | 0 | 59 | 0.0% |
| How to choose | 0 | 52 | 0.0% |
| Problem first | 0 | 55 | 0.0% |
Perplexity
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 67 | 0.0% |
| Ranked list | 0 | 66 | 0.0% |
| Head-to-head | 0 | 66 | 0.0% |
| Is it worth it | 0 | 66 | 0.0% |
| How to choose | 0 | 66 | 0.0% |
| Problem first | 0 | 66 | 0.0% |
Google AI Mode
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 4 | 0.0% |
| Ranked list | 0 | 4 | 0.0% |
| Head-to-head | 0 | 4 | 0.0% |
| Is it worth it | 0 | 4 | 0.0% |
| How to choose | 0 | 4 | 0.0% |
| Problem first | 0 | 4 | 0.0% |
Google AI Overviews
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 4 | 0.0% |
| Ranked list | 0 | 2 | 0.0% |
| Head-to-head | 0 | 4 | 0.0% |
| Is it worth it | 0 | 2 | 0.0% |
| How to choose | 0 | 3 | 0.0% |
| Problem first | 0 | 3 | 0.0% |
Week by week
FinanceBuzz was named in at least one answer in 7 of the 11 weeks on record; the latest was the week of November 9, 2026.
Each week's answers to buyer questions about Family Software, Monday to Sunday, newest first, and how many of them named FinanceBuzz. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 2 | 138 | 1.4% | |
| 2 | 145 | 1.4% | |
| 2 | 168 | 1.2% | |
| 2 | 178 | 1.1% | |
| 2 | 179 | 1.1% | |
| 2 | 168 | 1.2% | |
| 0 | 4 | 0.0% | |
| 1 | 160 | 0.6% | |
| 0 | 182 | 0.0% | |
| 0 | 164 | 0.0% | |
| 0 | 60 | 0.0% |
Named first
When an answer named FinanceBuzz alongside another brand in this record, it was named first in 13 of 13 (100.0%).
Named alongside
- Greenlight: named together in 13 answers
- BusyKid: named together in 11 answers
- Homey: named together in 6 answers
- Acorns: named together in 3 answers
- S'moresUp: named together in 3 answers
Other sources the engines cited when they named FinanceBuzz
Domains other than FinanceBuzz's own sites, ranked by the number of answers that named FinanceBuzz and cited each domain. Own-site citations are shown separately below.
| Domain | Answers |
|---|---|
| joingerald.com | 7 |
| kidkarma.app | 5 |
| modakmakers.com | 5 |
| appadvice.com | 4 |
| homey.app | 4 |
| apple.com | 3 |
| linkedin.com | 3 |
| moneyprodigy.com | 3 |
| mwm.ai | 3 |
| nimbleappgenie.com | 3 |
FinanceBuzz's own site (financebuzz.com) was cited in 0 of 13 (0.0%).
Across every answer run in the Machine Relations Index, not only the answers that named FinanceBuzz, financebuzz.com was cited in 65 of 37,536 (0.17%), by 4 of the 6 engines it observes. Its Index confidence grade is C, and the Index ranks it #366 of 36,613 cited domains and #172 of 32,021 other observed sources.
Across every Family Software buyer question, not only the answers that named FinanceBuzz, the Machine Relations Index ranks which sources AI engines cite for Family Software questions.
How this is measured
Names are matched case-sensitively from each brand's own homepage title, in answers stored by the Machine Relations Index. Only derived counts are published here; no answer text is.
A brand appears only once it has been named in at least 10 answers on 7 separate days.
A name match counts a mention. It does not count a recommendation, and it does not measure sentiment.
Categories are the Index's buyer-question categories.
Window-to-window brand movement is unmeasured. The stored counts do not establish unchanged prompts, collection instruments and sampling weights across periods. Historical counts and weekly rows are descriptive, not a matched trend.
Source: Machine Relations Index.
FAQ
Does ChatGPT recommend FinanceBuzz?
ChatGPT named FinanceBuzz in 13 of 397 answers (3.3%) to buyer questions about Family Software between May 10, 2026 and November 9, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed FinanceBuzz.
Which sources do AI engines cite when they mention FinanceBuzz?
Excluding FinanceBuzz's own sites, the domains cited most often in answers that named FinanceBuzz were joingerald.com (7 answers), kidkarma.app (5 answers) and modakmakers.com (5 answers). FinanceBuzz's own site (financebuzz.com) was cited in 0 of 13 (0.0%).
Which AI engine names FinanceBuzz most often?
ChatGPT, at 3.3%: it named FinanceBuzz in 13 of 397 answers to buyer questions about Family Software.