Patient engagement platforms: AI search visibility ranking (2026)
How AI search engines rank patient engagement platforms by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Patient engagement platforms used to improve scheduling, messaging, intake, reminders, follow-up, and digital communication between providers and patients. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When AI engines like ChatGPT, Claude, Perplexity, and Gemini answer questions about patient engagement platforms, OhMD comes up most consistently, appearing in 25% of all tracked responses and earning citations in 87.5% of the answers where it is mentioned. Phreesia and Relatient follow as the next most frequently named options across the five engines evaluated here.
The citation pattern reveals why these rankings look the way they do. The most pulled domains are ohmd.com, emitrr.com, simpleinteract.com, phreesia.com, and relias.com. Several of these are vendor-owned sites rather than independent review aggregators, which means AI engines are drawing heavily on product content and published resources from the vendors themselves, giving brands with strong topical content a structural advantage in visibility.
For a buyer using this page to shortlist vendors, the concrete takeaway is this: AI engines reward brands that have built third-party validation outside their own website. Before finalizing your shortlist, check whether a vendor appears in independent review platforms, healthcare IT publications, and recent practitioner discussions, not just on its own domain. Brands with that external footprint tend to hold more durable visibility across AI engines.
At a glance
What we observed in this categoryauto-generated
OhMD leads the patient engagement platforms category with a composite score of 43.8, nearly 15 points ahead of second-placed Phreesia at 28.8. Both share identical visibility at 25.0%, well above the category average of 6.2%, but OhMD's citation rate of 87.5% versus Phreesia's 37.5% creates a significant authority gap. The remaining ranked brands cluster at 12.5% visibility or below, meaning two brands effectively dominate AI-generated responses in this category.
A notable divergence exists between being named and being trusted as a source. Relatient, Luma Health, Klara, Mend, Artera, and PatientPop each appear in 12.5% of responses but carry a 0.0% citation rate, meaning AI surfaces them by name without linking to their domains as evidence. Conversely, NexHealth and Demandforce achieve 12.5% citation rates despite 0.0% visibility, suggesting AI cites their content as supporting sources without naming them as primary recommendations.
Google AI Mode is the top engine for every brand in this dataset, indicating the audit is anchored exclusively on that surface. The top cited sources list includes domains such as emitrr.com, simpleinteract.com, relias.com, leadsquared.com, and curogram.com, none of which appear in the ranked brand list. This pattern shows AI is drawing on third-party and niche publisher content to support answers, rather than relying solely on the primary vendor domains it names.
Movers & shakers since last refresh
Biggest visibility risers
-
Relatient 0% → 12% · rank #10 → #3+12pp
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PatientPop 0% → 12% · rank #20 → #8+12pp
Biggest visibility fallers
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Phreesia 38% → 25% · rank #2 → #2-12pp
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Klara 25% → 12% · rank #3 → #5-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
ohmd.com
|
25% | 88% | Google AI Mode |
OhMD sits 15 composite score points above Phreesia and holds an 87.5% citation rate, the highest in the category, making it the dominant AI-trusted brand by a wide margin. |
||||
| 2 |
phreesia.com
|
25% | 38% | Google AI Mode |
Phreesia matches OhMD on visibility at 25.0% but trails sharply on citation at 37.5%, and its visibility has already fallen 12.5 points from a previous high of 37.5%. |
||||
| 3 |
relatient.com
|
12% | 0% | Google AI Mode |
Relatient jumped seven places from rank 10 with a 12.5-point visibility gain, but its 0.0% citation rate means AI mentions it without treating its domain as a trusted source. |
||||
| 4 |
lumahealth.io
|
12% | 0% | Google AI Mode |
Luma Health sits at 12.5% visibility and 0.0% citations, matching four other brands at the same composite score of 8.8, showing no differentiation in AI treatment at this tier. |
||||
| 5 |
klara.com
|
12% | 0% | Google AI Mode |
Klara dropped two ranks and lost 12.5 visibility points from 25.0% to 12.5%, joining the mid-tier cluster with zero citation presence in the current audit period. |
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| 6 |
mend.com
|
12% | 0% | Google AI Mode |
| 7 |
artera.io
|
12% | 0% | Google AI Mode |
| 8 |
patientpop.com
|
12% | 0% | Google AI Mode |
| 9 |
nexhealth.com
|
0% | 12% | Google AI Mode |
| 10 |
demandforce.com
|
0% | 12% | Google AI Mode |
| 11 |
tebra.com
|
0% | 0% | Google AI Mode |
| 12 |
solutionreach.com
|
0% | 0% | Google AI Mode |
| 13 |
getweave.com
|
0% | 0% | Google AI Mode |
| 14 |
podium.com
|
0% | 0% | Google AI Mode |
| 15 |
simplepractice.com
|
0% | 0% | Google AI Mode |
| 16 |
healow.com
|
0% | 0% | Google AI Mode |
| 17 |
athenahealth.com
|
0% | 0% | Google AI Mode |
| 18 |
epic.com
|
0% | 0% | Google AI Mode |
| 19 |
salesforce.com
|
0% | 0% | Google AI Mode |
| 20 |
doctolib.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on patient engagement platforms, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically. How AI search ranking works →
Get your own patient engagement platforms brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about patient engagement platforms AI visibility
Who leads AI visibility in patient engagement platforms?
OhMD leads with a composite score of 43.8 and a citation rate of 87.5%, putting it well ahead of second-placed Phreesia at 28.8. Both share 25.0% visibility, which is four times the category average of 6.2%.
What is the average AI visibility for patient engagement platform brands?
The category average visibility is 6.2% and the average citation rate is 7.5%, indicating most of the 20 tracked brands receive minimal exposure in Google AI Mode responses.
Which brands are named in AI responses but not cited as sources?
Relatient, Luma Health, Klara, Mend, Artera, and PatientPop all have 12.5% visibility but 0.0% citation rates, meaning AI surfaces them by name without referencing their domains as evidence.
What sources does AI cite most for patient engagement platform research?
The top cited domains include ohmd.com, emitrr.com, simpleinteract.com, phreesia.com, relias.com, leadsquared.com, doctorconnect.net, and curogram.com, with several being third-party or niche publisher sites rather than primary vendors.
Which brands are rising fastest in AI visibility for this category?
Relatient moved from rank 10 to rank 3 with a 12.5-point visibility gain, and PatientPop jumped from rank 20 to rank 8 with the same gain, though both still have 0.0% citation rates.
Are any brands cited by AI without being named as top recommendations?
Yes, NexHealth and Demandforce each have 0.0% visibility but 12.5% citation rates, meaning AI uses their content as supporting sources while not surfacing them as named platform recommendations.