Data as of Aug 25, 2026 · Based on 617 AI responses · See how Parse measures this
Centers for Medicare & Medicaid Services (CMS) is the most cited entity for guidance in medical billing and coding. However, for specific software needs, AI increasingly recommends dedicated credentialing platforms that saw huge citation gains between November 2025 and March 2026.
Medical Billing, Coding & Credentialing
Parse
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| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Consistently cited as a top billing software for small practices and freelancers. | 42% | |
| 2 | Often mentioned for flexible, mobile-friendly billing and EHR solutions. | 38% | |
| 3 | A fast-rising leader for credentialing and provider enrollment automation. | 36% | |
| 4 | Frequently recommended for enterprise-level credentialing and payer enrollment. | 35% | |
| 5 | 34% | ||
| 6 | Gaining significant traction as a scalable billing platform for freelancers. | 28% | |
| 7 | 26% | ||
| 8 | 22% | ||
| 9 | Gaining visibility for its comprehensive CredentialStream enrollment platform. | 22% | |
| 10 | 17% | ||
| 11 | 16% | ||
| 12 | 15% | ||
| 13 | 13% | ||
| 14 | 13% | ||
| 15 | 12% | ||
| 16 | 10% | ||
| 17 | 10% | ||
| 18 | 7% | ||
| 19 | 6% | ||
| 20 | 6% | ||
| 21 | 6% | ||
| 22 | 6% | ||
| 23 | 6% | ||
| 24 | 5% | ||
| 25 | 5% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
medtrainer.com is the page AI reaches for most here, cited in 36% of analyzed answers.
Dropped from the top-cited position in January to fourth-cited by March 2026.
Jumped from rank #32 to #4 between November 2025 and March 2026.
Rose from rank #38 to #7 between November 2025 and March 2026.
“Mentioned as one of several options for freelancers.” → “Positioned as a scalable, all-in-one platform for growing freelance operations.”
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 45% | 41% | ||
| 40% | 41% | ||
| 19% | 41% | ||
| 36% | 12% | ||
| 29% | 32% |
The two models disagree most about CollaborateMD (ChatGPT #3, Google #14).
Centers for Medicare & Medicaid Services (CMS) is the most cited entity for guidance in medical billing and coding. However, for specific software needs, AI increasingly recommends dedicated credentialing platforms that saw huge citation gains between November 2025 and March 2026.
Across 617 AI responses, Tebra is mentioned most, named in 42% of them, followed by DrChrono (38%) and MedTrainer (36%).
Parse measures each brand's mention rate — the share of answers naming it — across 617 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI answers consistently prioritize understanding regulations from government and professional bodies like the American Medical Association (AMA) and CMS over specific software. The focus remains on correct documentation, coding education, and navigating "incident-to" billing rules across the observed period.
How can a nurse practitioner in private practice effectively manage billing and coding?
AI answers consistently prioritize understanding regulations from government and professional bodies like the American Medical Association (AMA) and CMS over specific software. The focus remains on correct documentation, coding education, and navigating "incident-to" billing rules across the observed period.
Responses are dominated by a handful of specialized credentialing platforms, with MedTrainer and
as the most consistent top recommendations from November 2025 through March 2026. and also frequently appear as strong alternatives for automating and accelerating provider enrollment.
Brands mentioned
I need a credentialing software that speeds up the enrollment of doctors with insurance payers.
Responses are dominated by a handful of specialized credentialing platforms, with MedTrainer and
symplr as the most consistent top recommendations from November 2025 through March 2026.
Healthstream and
Medallion also frequently appear as strong alternatives for automating and accelerating provider enrollment.