How AI answer engines name Care Doctor
Data through November 4, 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 4, 2026, Care Doctor was named in 11 (0.6%).
Last 28 days: named in 4 of 588 answers in its home categories (0.7%), down 0.5 points from the 28 days before.
By engine
Answers each engine gave to buyer questions about Healthcare Services, and how many of them named Care Doctor.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 2 | 433 | 0.5% |
| Claude | 4 | 433 | 0.9% |
| Gemini | 5 | 361 | 1.4% |
| 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 | 0 | 223 | 0.0% |
| Ranked list | 0 | 206 | 0.0% |
| Head-to-head | 0 | 228 | 0.0% |
| Is it worth it | 0 | 229 | 0.0% |
| How to choose | 0 | 224 | 0.0% |
| Problem first | 11 | 222 | 5.0% |
| News | 0 | 494 | 0.0% |
Week by week
Care Doctor was named in at least one answer in 7 of the 18 weeks on record; the latest was the week of October 26, 2026.
Each week's answers to buyer questions about Healthcare Services, Monday to Sunday, newest first, and how many of them named Care Doctor. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 2 | 137 | 1.5% | |
| 0 | 130 | 0.0% | |
| 1 | 179 | 0.6% | |
| 1 | 178 | 0.6% | |
| 2 | 136 | 1.5% | |
| 0 | 8 | 0.0% | |
| 3 | 200 | 1.5% | |
| 1 | 184 | 0.5% | |
| 1 | 180 | 0.6% | |
| 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% |
Sources the engines cited when they named Care Doctor
Domains cited in answers that named Care Doctor, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| harvard.edu | 2 |
| scienceinsights.org | 2 |
| arcadiarehab.ca | 1 |
| gentleplacement.com | 1 |
Care Doctor's own site (caredoctor.com) was cited in 0 of 12 (0.0%).
Across every answer run in the Machine Relations Index, not only the answers that named Care Doctor, caredoctor.com was cited in 2 of 35,834 (0.01%), by 1 of the 6 engines it observes. The Index is still collecting evidence on caredoctor.com before it grades or ranks it.
Across every Healthcare Services buyer question, not only the answers that named Care Doctor, the Machine Relations Index ranks which sources AI engines cite for Healthcare Services questions.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| Healthcare Services | 11 | 1,826 | 0.6% |
| Consumer Health (YMYL) | 1 | 1,716 | 0.1% |
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 Care Doctor?
ChatGPT named Care Doctor in 2 of 433 answers (0.5%) to buyer questions about Healthcare Services between May 10, 2026 and November 4, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Care Doctor.
Which sources do AI engines cite when they mention Care Doctor?
The domains cited most often in answers that named Care Doctor were harvard.edu (2 answers), scienceinsights.org (2 answers) and arcadiarehab.ca (1 answers).
Which AI engine names Care Doctor most often?
Gemini, at 1.4%: it named Care Doctor in 5 of 361 answers to buyer questions about Healthcare Services.