How AI answer engines name MGMA
Data through November 1, 2026
Across 1,826 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Healthcare Services between May 10, 2026 and November 1, 2026, MGMA was named in 16 (0.9%).
Last 28 days: named in 6 of 588 answers in its home categories (1.0%), down 0.1 points from the 28 days before.
By engine
Answers each engine gave to buyer questions about Healthcare Services, and how many of them named MGMA.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 0 | 433 | 0.0% |
| Claude | 6 | 433 | 1.4% |
| Gemini | 10 | 361 | 2.8% |
| Perplexity | 0 | 433 | 0.0% |
| Google AI Mode | 0 | 125 | 0.0% |
| Google AI Overviews | 0 | 41 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 1 | 223 | 0.4% |
| Ranked list | 0 | 206 | 0.0% |
| Head-to-head | 3 | 228 | 1.3% |
| Is it worth it | 8 | 229 | 3.5% |
| How to choose | 4 | 224 | 1.8% |
| Problem first | 0 | 222 | 0.0% |
| News | 0 | 494 | 0.0% |
Week by week
MGMA was named in at least one answer in 8 of the 18 weeks on record; the latest was the week of October 19, 2026.
Each week's answers to buyer questions about Healthcare Services, Monday to Sunday, newest first, and how many of them named MGMA. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 0 | 137 | 0.0% | |
| 2 | 130 | 1.5% | |
| 2 | 179 | 1.1% | |
| 2 | 178 | 1.1% | |
| 1 | 136 | 0.7% | |
| 1 | 8 | 12.5% | |
| 1 | 200 | 0.5% | |
| 3 | 184 | 1.6% | |
| 4 | 180 | 2.2% | |
| 0 | 48 | 0.0% | |
| 0 | 41 | 0.0% | |
| 0 | 54 | 0.0% | |
| 0 | 47 | 0.0% | |
| 0 | 30 | 0.0% | |
| 0 | 112 | 0.0% | |
| 0 | 111 | 0.0% | |
| 0 | 48 | 0.0% | |
| 0 | 3 | 0.0% |
Named first
When an answer named MGMA alongside another brand in this record, it was named first in 4 of 10 (40.0%).
Named alongside
- HFMA: named together in 8 answers
- Waystar: named together in 3 answers
- Advisory Board: named together in 1 answers
- Experian: named together in 1 answers
Sources the engines cited when they named MGMA
Domains cited in answers that named MGMA, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| medicalbillersandcoders.com | 4 |
| medusarcm.com | 4 |
| panahealthcaresolutions.com | 4 |
| practolytics.com | 3 |
| rcmmatter.com | 3 |
| 247medicalbillingservices.com | 2 |
| adsc.com | 2 |
| claimmaxrcm.com | 2 |
| codeemr.com | 2 |
| innobothealth.com | 2 |
MGMA's own site (mgma.com) was cited in 0 of 16 (0.0%).
Across every answer run in the Machine Relations Index, not only the answers that named MGMA, mgma.com was cited in 3 of 34,788 (0.01%), by 2 of the 6 engines it observes. The Index is still collecting evidence on mgma.com before it grades or ranks it.
Across every Healthcare Services buyer question, not only the answers that named MGMA, the Machine Relations Index ranks which sources AI engines cite for Healthcare Services 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.
Source: Machine Relations Index.
FAQ
Does ChatGPT recommend MGMA?
ChatGPT did not name MGMA in any of its 433 answers to buyer questions about Healthcare Services between May 10, 2026 and November 1, 2026.
Which sources do AI engines cite when they mention MGMA?
The domains cited most often in answers that named MGMA were medicalbillersandcoders.com (4 answers), medusarcm.com (4 answers) and panahealthcaresolutions.com (4 answers).
Which AI engine names MGMA most often?
Gemini, at 2.8%: it named MGMA in 10 of 361 answers to buyer questions about Healthcare Services.