What LLMs cite
best breast cancer doctor in cincinnati
From recent prompt runs · United States · Updated November 1, 2026
GEOGrow tested this high-intent customer question across ChatGPT, Gemini, and Perplexity. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Colleen Darnell, MD
Leads across all key metrics
AI engines mentioning
1 of 3
Colleen Darnell, MD appears in 1 of 3 AI engines
#1 recommendations
1
Colleen Darnell, MD was the #1 recommendation once.
AI answer share
33%
Colleen Darnell, MD appears in 33% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated November 1, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Colleen Darnell, MD Claim your company | 1 of 3 | 1 | 33% |
| 2 | Dr. Abigail M. Tremelling, MD Claim | 1 of 3 | 1 | 33% |
| 3 | The Christ Hospital Breast Surgery Claim | 1 of 3 | 1 | 33% |
| 4 | OHC Claim | 3 of 3 | 0 | 100% |
| 5 | Daniel Flora, MD Claim | 1 of 3 | 0 | 33% |
| 6 | Dr. Elizabeth Shaughnessy, MD, PhD Claim | 1 of 3 | 0 | 33% |
| 7 | TriHealth Breast Surgeons Claim | 2 of 3 | 0 | 67% |
| 8 | Joshua Necamp, MD Claim | 1 of 3 | 0 | 33% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Colleen Darnell, MD
- 2. Daniel Flora, MD
- 3. Joshua Necamp, MD
- 4. Jeffrey Grass, MD
- 5. David Draper, MD
- 6. Vishal Jivan, MD
+13 more in this answer
Gemini
- 1. Dr. Abigail M. Tremelling, MD
- 2. Dr. Elizabeth Shaughnessy, MD, PhD
- 3. Dr. Elyse Lower, MD
- 4. Dr. Jaime Lewis, MD
- 5. Dr. Elizabeth A. Wood, MD
- 6. Dr. Daniel Flora, MD
+15 more in this answer
PerplexityWhat LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- healthgrades.com Best Breast Cancer Doctors in Cincinnati, OH | Healthgrades
- google.com Dianne Runk, MD
- ohcare.com Breast Surgical Oncology - Breast Cancer Surgery - OHC
- trihealth.com Our Breast Surgeons
- cintibreastsurgeons.com Cincinnati Breast Surgeons: Home
- health.usnews.com Best Doctors for Breast Cancer in Cincinnati, OH
- thechristhospital.com Breast Cancer | The Christ Hospital Health Network
- cintibreastsurgeons.com Providers - Cincinnati Breast Surgeons
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Colleen Darnell, MD currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Colleen Darnell, MD currently leads this conversation.
- #1
- #2
- #3
- #4 OHC 100%
- #5 Daniel Flora, MD 33%
- #6
- #7
- #8
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.
Turn current visibility into durable pipeline with GEOGrow.
We work with one premium provider per service category and market.
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: 3 independent AI observations.
- Question tested
- best breast cancer doctor in cincinnati
- Market
- United States
- AI engines
- ChatGPT, Gemini, and Perplexity
- Research date
- November 1, 2026