What LLMs cite
Expert guidance on value-based care revenue impact mitigation
From recent prompt runs · United States · Updated November 3, 2026
GEOGrow tested this high-intent customer question across ChatGPT, Gemini, Perplexity, and Claude. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Guidehouse
Leads across all key metrics
AI engines mentioning
2 of 4
Guidehouse appears in 2 of 4 AI engines
#1 recommendations
1
Guidehouse was the #1 recommendation once.
AI answer share
50%
Guidehouse appears in 50% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated November 3, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Guidehouse Claim your company | 2 of 4 | 1 | 50% |
| 2 | Optum Claim | 2 of 4 | 1 | 50% |
| 3 | EY-Parthenon Claim | 1 of 4 | 1 | 25% |
| 4 | Evolent Health Claim | 1 of 4 | 1 | 25% |
| 5 | Lumeris Claim | 3 of 4 | 0 | 75% |
| 6 | Aledade Claim | 3 of 4 | 0 | 75% |
| 7 | Chartis Claim | 1 of 4 | 0 | 25% |
| 8 | FTI Consulting Claim | 1 of 4 | 0 | 25% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Guidehouse
- 2. Chartis
- 3. ECG Management Consultants
- 4. Kaufman Hall
- 5. Optum Advisory Services
- 6. Lumeris
+5 more in this answer
Gemini
- 1. Optum
- 2. Lumeris
- 3. Aledade
- 4. Premier Inc.
- 5. Signify Health
- 6. Huron Consulting Group
+5 more in this answer
Perplexity
Claude
- 1. Evolent Health
- 2. Aledade
- 3. Privia Health
- 4. Optum (UnitedHealth Group)
- 5. Lumeris
- 6. Navicure / Waystar
+5 more in this answer
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- ey.com How value-based care can help boost health system revenue
- relevant.healthcare Relevant
- aledade.com Aledade - ACO and Value-Based Care Partner
- ama-assn.org A physician’s guide to effective revenue cycle management for value ...
- arcadia.io Arcadia - Population Health & Value-Based Care Analytics
- bluebrix.health The value based care black hole: where millions in revenue disappear and how to get it back - blueBriX
- chartis.com Chartis Group - Value-Based Care Strategy & Advisory
- commonwealthfund.org Value-Based Care: What It Is, and Why It's Needed
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Guidehouse currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Guidehouse currently leads this conversation.
- #1 Guidehouse 50%
- #2 Optum 50%
- #3 EY-Parthenon 25%
- #4 Evolent Health 25%
- #5 Lumeris 75%
- #6 Aledade 75%
- #7 Chartis 25%
- #8 FTI Consulting 25%
Get ahead of the competition
Defend this answer before competitors close the gap.
Multiple businesses already appear in this answer set. Claim your company, improve your visibility, and compete for the recommendations students and institutions will actually see.
Leading in AI is an advantage — keeping it is the strategy.
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How We Measure AI Answer Share
AI Answer Tracker by GEOGrow measures how companies appear when high-intent customer questions are asked across supported AI platforms. Results are observational snapshots and can vary by model, location, personalization, source availability, and date.
AI Answer Share is weighted recommendation appearances divided by all possible recommendation opportunities. Rankings shown here represent the responses collected during the stated research period and are not endorsements by GEOGrow. Method: 4 independent AI observations.
- Question tested
- Expert guidance on value-based care revenue impact mitigation
- Market
- United States
- AI engines
- ChatGPT, Gemini, Perplexity, and Claude
- Research date
- November 3, 2026