What LLMs cite
Benefits of external healthcare policy analysis for internal teams
From recent prompt runs · United States · Updated November 3, 2026
GEOGrow tested this high-intent customer question across Gemini, ChatGPT, Perplexity, and Claude. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Avalere Health
Leads across all key metrics
AI engines mentioning
3 of 4
Avalere Health appears in 3 of 4 AI engines
#1 recommendations
3
Avalere Health was the #1 recommendation 3 times.
AI answer share
75%
Avalere Health appears in 75% 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 | Avalere Health Claim your company | 3 of 4 | 3 | 75% |
| 2 | Health Management Associates (HMA) Claim | 2 of 4 | 1 | 50% |
| 3 | Manatt Health Claim | 3 of 4 | 0 | 75% |
| 4 | Milliman Claim | 2 of 4 | 0 | 50% |
| 5 | Advisory Board Claim | 1 of 4 | 0 | 25% |
| 6 | Politico Pro Claim | 1 of 4 | 0 | 25% |
| 7 | McDermott+ Claim | 1 of 4 | 0 | 25% |
| 8 | FTI Consulting Center for Healthcare Economics & Policy Claim | 1 of 4 | 0 | 25% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Avalere Health
- 2. Manatt Health
- 3. McDermott+
- 4. Leavitt Partners
- 5. Health Management Associates
- 6. ADVI Health
+5 more in this answer
Gemini
- 1. Avalere Health
- 2. Advisory Board
- 3. Politico Pro
- 4. FiscalNote
- 5. Manatt Health
- 6. Deloitte (Life Sciences & Health Care)
+5 more in this answer
Perplexity
Claude
- 1. Avalere Health
- 2. Manatt Health
- 3. Health Management Associates (HMA)
- 4. Milliman
- 5. Deloitte Health Solutions
- 6. McKinsey Center for US Health System Reform
+5 more in this answer
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- avalere.com Avalere Health - Healthcare Policy Analysis & Consulting
- ey.com Health Policy, Washington Council Ernst & Young
- fticonsulting.com Center for Healthcare Economics & Policy
- guidehouse.com Guidehouse Health - Policy & Regulatory Consulting
- healthmanagement.com Health Management Associates - Healthcare Policy Consulting
- healthmanagement.com Health Management Associates (HMA) | Healthcare Consulting
- home.kpmg KPMG US Healthcare Advisory Services
- kennellinc.com Kennell and Associates, Inc.
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Avalere Health currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Avalere Health currently leads this conversation.
- #1 Avalere Health 75%
- #2
- #3 Manatt Health 75%
- #4 Milliman 50%
- #5 Advisory Board 25%
- #6 Politico Pro 25%
- #7 McDermott+ 25%
- #8
Get ahead of the competition
Defend this answer before competitors close the gap.
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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
- Benefits of external healthcare policy analysis for internal teams
- Market
- United States
- AI engines
- Gemini, ChatGPT, Perplexity, and Claude
- Research date
- November 3, 2026