Ambient clinical intelligence software: AI search visibility ranking (2026)
How AI search engines rank ambient clinical intelligence software 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. Ambient clinical intelligence platforms used to capture patient conversations, generate clinical notes, and reduce documentation burden during care delivery. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 15, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
Suki leads the ambient clinical intelligence software category with a composite score of 16.2, meaningfully ahead of Abridge, Nabla, and Freed, which all share an identical composite score of 8.8. The gap matters because Suki's advantage comes almost entirely from citation share (25.0%) rather than visibility alone. The three brands behind it match its 12.5% visibility score but hold zero citation share, meaning Google AI Mode names them but does not anchor responses with links or sourced references to their domains.
The divergence between visibility and citation is the defining pattern in this category. Four brands (Abridge, Nabla, Freed, and DeepScribe) demonstrate different failure modes. DeepScribe is the inverse case: it holds 0.0% visibility but 12.5% citation share, meaning AI responses reference it as a source without naming it prominently in answers. Brands ranked 6 through 10, including Nuance DAX, Microsoft Dragon Copilot, and Oracle Clinical Digital Assistant, register zero on both metrics despite their scale and market presence.
Google AI Mode is the dominant engine across every brand in this dataset, listed as the top engine for all 20 brands tracked. The cited sources list is notably eclectic and skews toward third-party aggregators and niche health-tech sites (glass.health, trytwofold.com, ishir.com, murphi.ai) alongside video content (youtube.com) and suki.ai itself. This suggests AI responses in this category are not anchoring on major healthcare publisher domains or vendor whitepapers but on lower-authority comparison and review-type content.
Movers & shakers since last refresh
Biggest visibility risers
-
Suki 0% → 12% · rank #0 → #1+12pp
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Abridge 0% → 12% · rank #0 → #2+12pp
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Nabla 0% → 12% · rank #0 → #3+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
suki.ai
|
12% | 25% | Google AI Mode |
Suki holds the only non-zero citation share in the top four at 25.0%, giving it a composite score of 16.2 versus the category average of roughly 2.5% visibility. |
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| 2 |
abridge.com
|
12% | 0% | Google AI Mode |
Abridge matches Suki's 12.5% visibility score but holds 0.0% citation share, leaving it tied with Nabla and Freed at a composite score of 8.8. |
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| 3 |
nabla.com
|
12% | 0% | Google AI Mode |
Nabla sits at 12.5% visibility and 0.0% citation, an identical profile to Abridge and Freed, suggesting Google AI Mode names all three without differentiating them through sourced references. |
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| 4 |
getfreed.ai
|
12% | 0% | Google AI Mode |
Freed shares the same 12.5% visibility and 0.0% citation pattern as Abridge and Nabla, producing a composite score of 8.8 with no distinguishing signal in Google AI Mode responses. |
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| 5 |
deepscribe.ai
|
0% | 12% | Google AI Mode |
DeepScribe is the only brand with citation share (12.5%) but zero visibility, an inverted profile that produces a low composite score of 3.8 despite being referenced as a source. |
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| 6 |
nuance.com
|
0% | 0% | Google AI Mode |
| 7 |
augmedix.com
|
0% | 0% | Google AI Mode |
| 8 |
ambiencehealthcare.com
|
0% | 0% | Google AI Mode |
| 9 |
microsoft.com
|
0% | 0% | Google AI Mode |
| 10 |
oracle.com
|
0% | 0% | Google AI Mode |
| 11 |
corti.ai
|
0% | 0% | Google AI Mode |
| 12 |
pieces.app
|
0% | 0% | Google AI Mode |
| 13 |
robinhealthcare.com
|
0% | 0% | Google AI Mode |
| 14 |
saykara.com
|
0% | 0% | Google AI Mode |
| 15 |
avaamo.ai
|
0% | 0% | Google AI Mode |
| 16 |
scribenote.com
|
0% | 0% | Google AI Mode |
| 17 |
heidihealth.com
|
0% | 0% | Google AI Mode |
| 18 |
mutuohealth.com
|
0% | 0% | Google AI Mode |
| 19 |
notablehealth.com
|
0% | 0% | Google AI Mode |
| 20 |
voicecare.ai
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on ambient clinical intelligence 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 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.
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.
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.
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.
Get your own ambient clinical intelligence software 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 ambient clinical intelligence software AI visibility
Who leads AI visibility in ambient clinical intelligence software?
Suki leads with a composite score of 16.2, driven by a 25.0% citation share that no other brand in the top 20 currently matches. Abridge, Nabla, and Freed share the second position at 8.8 each.
What sources does Google AI Mode cite most for ambient clinical intelligence software research?
The top cited sources include youtube.com, glass.health, trytwofold.com, suki.ai, ishir.com, assemblyai.com, murphi.ai, and deepcura.com. The list is dominated by third-party aggregators and niche health-tech comparison sites rather than major healthcare publishers.
Why do large vendors like Nuance DAX and Microsoft Dragon Copilot score zero in AI visibility?
Both brands record 0.0% visibility and 0.0% citation share in this audit, meaning Google AI Mode responses about ambient clinical intelligence do not currently name or cite them despite their market scale.
What is the difference between being named (visibility) and being cited in this category?
Abridge, Nabla, and Freed are each named in 12.5% of responses but carry zero citation share, while DeepScribe is the reverse case with 0.0% visibility but 12.5% citation. Being named and being used as a sourced reference are distinct signals in this dataset.
How concentrated is AI visibility across the 20 brands tracked in this category?
Only four brands hold any visibility share at all, and the category average visibility is just 2.5%. Brands ranked 5 through 20 are largely invisible in Google AI Mode responses for this category.
Which engine dominates AI responses for ambient clinical intelligence software queries?
Google AI Mode is listed as the top engine for every brand in the dataset with no exceptions. No other AI engine (such as Perplexity or Bing) surfaces as a primary driver for any brand in this audit.