AEO for patient engagement software: AI search visibility ranking
How AI search engines rank patient engagement software by visibility and citations. 20 brands measured quarterly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Healthcare engagement platforms used to automate reminders, capture intake, support telehealth, collect feedback, and improve patient communication and retention. 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 buyers search for the best Patient engagement software, OhMD frequently tops the list. Leveraging a high citation percentage, OhMD is favored most among AI engines like ChatGPT and Claude, with 12.5% visibility in responses. Other notable mentions include Klara and Weave, reflecting their strong presence in the market.
The prominence of OhMD and other top brands is shaped largely by citations from key sources such as ohmd.com, promptlycheckin.com, and softwarefinder.com. These platforms often serve as aggregate review sites, suggesting the rankings are influenced by a combination of vendor information and user feedback aggregated from these websites.
For buyers evaluating options on this page, it's crucial to consider factors that AI engines emphasize, such as recent reviews and third-party validation. Specifically, the focus on topical authority means that brands frequently discussed and reviewed in Patient engagement software will often rank higher, making those with solid reputations more trustworthy.
At a glance
What we observed in this category
OhMD holds rank 1 with a composite score of 35.0, more than double Klara's 17.5 at rank 2. That gap is driven almost entirely by citation: OhMD's citation rate is 87.5%, the highest in the category, while its visibility sits at only 12.5%. This means AI Mode trusts OhMD as a source far more often than it surfaces the brand by name, a pattern that gives OhMD a structural advantage that competitors with lower citation rates cannot easily replicate through visibility alone.
Klara presents the sharpest divergence between visibility and citation in the dataset. It holds the highest visibility score at 25.0%, yet its citation rate is 0.0%. The inverse is true for Demandforce, Updox, and Artera, each scoring 0.0% visibility but 12.5% citation. This split shows that being named in AI responses and being used as a trusted source are not the same signal, and several brands are earning one without the other in this category.
Every brand in the top 10 lists Google AI Mode as its top engine, confirming that this category's AI visibility landscape is effectively a single-engine contest. The top cited sources include third-party platforms such as g2.com, softwarefinder.com, and promptlycheckin.com alongside brand domains like ohmd.com and getweave.com. The presence of review aggregators and comparison sites in the citation list suggests AI Mode is anchoring responses on structured review and directory content rather than brand-owned pages alone.
Movers & shakers since last refresh
Biggest visibility risers
-
Klara 0% → 25% · rank #6 → #2+25pp
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OhMD 0% → 12% · rank #1 → #1+12pp
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Weave 0% → 12% · rank #7 → #3+12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
ohmd.com
|
12% | 88% | Google AI Mode |
OhMD leads with a composite score of 35.0 and a 87.5% citation rate, making it the most trusted source in the category despite a below-average visibility of 12.5%. |
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| 2 |
klara.com
|
25% | 0% | Google AI Mode |
Klara has the highest visibility at 25.0%, six times the category average of 3.8%, but its 0.0% citation rate means AI Mode names it without drawing on it as a source. |
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| 3 |
getweave.com
|
12% | 25% | Google AI Mode |
Weave holds a balanced profile with 12.5% visibility and 25.0% citation, rising four ranks from position 7, and its domain appears directly in the top cited sources list. |
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| 4 |
nexhealth.com
|
12% | 12% | Google AI Mode |
NexHealth matches OhMD and Weave on visibility at 12.5% but trails on citation at 12.5%, producing a composite score of 12.5 that places it mid-tier among active brands. |
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| 5 |
phreesia.com
|
12% | 0% | Google AI Mode |
Phreesia achieves 12.5% visibility, above the 3.8% category average, but its 0.0% citation rate mirrors Klara's pattern and limits its composite score to 8.8. |
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| 6 |
demandforce.com
|
0% | 12% | Google AI Mode |
| 7 |
updox.com
|
0% | 12% | Google AI Mode |
| 8 |
artera.io
|
0% | 12% | Google AI Mode |
| 9 |
relatient.com
|
0% | 0% | Google AI Mode |
| 10 |
solutionreach.com
|
0% | 0% | Google AI Mode |
| 11 |
lumahealth.io
|
0% | 0% | Google AI Mode |
| 12 |
podium.com
|
0% | 0% | Google AI Mode |
| 13 |
doctible.com
|
0% | 0% | Google AI Mode |
| 14 |
sprucehealth.com
|
0% | 0% | Google AI Mode |
| 15 |
patientpop.com
|
0% | 0% | Google AI Mode |
| 16 |
yosi.health
|
0% | 0% | Google AI Mode |
| 17 |
healow.com
|
0% | 0% | Google AI Mode |
| 18 |
petal-health.com
|
0% | 0% | Google AI Mode |
| 19 |
bridgepatientportal.com
|
0% | 0% | Google AI Mode |
| 20 |
curogram.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on patient engagement software, 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 AEO 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 →
AEO 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 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own patient engagement software brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation 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 AEO for patient engagement software
Who leads AI visibility in patient engagement software?
OhMD leads with a composite score of 35.0, anchored by an 87.5% citation rate that is the highest recorded in the category across this audit period.
Which brand has the highest raw visibility in this category?
Klara holds the highest visibility at 25.0%, double the next group of brands at 12.5%, but it carries a 0.0% citation rate which suppresses its composite score to 17.5.
What sources does Google AI Mode cite most for patient engagement software research?
The top cited sources include ohmd.com, g2.com, softwarefinder.com, getweave.com, and promptlycheckin.com, indicating that both brand domains and third-party review or directory sites are anchoring AI responses.
How does the category average compare to the leading brands?
The category average visibility is 3.8% and average citation is 8.1%, meaning OhMD's 87.5% citation rate is more than ten times the category average.
Which brands are gaining AI visibility momentum?
Klara, OhMD, and Weave are the three biggest visibility risers, each moving from 0.0% to at least 12.5% visibility, with Klara and Weave each climbing four rank positions.
Can a brand have citation presence without visibility in this category?
Yes, Demandforce, Updox, and Artera each hold a 12.5% citation rate with 0.0% visibility, showing that AI Mode can draw on a brand's content as a source without naming the brand in its responses.