Top 20 patch management software by AI search visibility (2026)
Software used to deploy patches, remediate vulnerabilities, automate updates, and maintain endpoint security and compliance across fleets of devices. Ranked by a composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 07, 2026At a glance
What we observed in this categoryauto-generated
NinjaOne dominates the patch management software AI visibility landscape with a composite score of 48.8, visibility of 37.5%, and a citation rate of 75% — more than double Atera's second-place composite of 32.5. The gap between NinjaOne and the rest of the field is substantial: the category average visibility sits at just 5.6%, meaning NinjaOne's visibility is nearly seven times the norm. This concentration at the top suggests AI responses in this category are heavily anchored to one or two brands, leaving the remaining 18 brands competing for limited residual share.
A notable divergence exists between being named and being cited. Action1 and PDQ both hold 0.0% visibility yet each carries a 50% citation rate, placing them at rank 4 and 5 respectively — ahead of ManageEngine, Microsoft Intune, and SolarWinds, which have positive visibility scores but zero or minimal citations. Heimdal similarly records 37.5% citation with zero visibility. This pattern indicates AI models reference these brands as supporting sources without featuring them as primary recommendations, a structurally weaker but non-trivial form of presence.
Google AI Mode is the top engine for every single brand in the dataset, confirming that AI visibility in this category is currently a Google-centric phenomenon. The top cited sources include ninjaone.com, atera.com, reddit.com, aimultiple.com, action1.com, pdq.com, and dnsstuff.com — a mix of vendor-owned domains and third-party review or community platforms. The presence of reddit.com and dnsstuff.com alongside aimultiple.com suggests Google's AI Mode is drawing on practitioner forums and aggregator review sites, not just official vendor content, when constructing patch management responses.
Movers & shakers since last refresh
Biggest visibility risers
-
NinjaOne 0% → 38% · rank #0 → #1+38pp
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Atera 0% → 25% · rank #0 → #2+25pp
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Automox 0% → 12% · rank #0 → #3+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
ninjaone.com
|
38% | 75% | Google AI Mode |
NinjaOne leads all 20 brands with 37.5% visibility and 75% citation — 6.7x the category average visibility of 5.6% and the only brand appearing in both top cited sources and highest composite score. |
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| 2 |
atera.com
|
25% | 50% | Google AI Mode |
Atera holds a clear second-place composite score of 32.5, with 25% visibility and 50% citation, maintaining a consistent ratio between being named and cited that no other brand below rank 3 matches. |
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| 3 |
automox.com
|
12% | 25% | Google AI Mode |
Automox ranks third with 12.5% visibility and 25% citation, both figures proportionally aligned, but its composite score of 16.2 represents a steep drop from Atera's 32.5 at rank 2. |
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| 4 |
action1.com
|
0% | 50% | Google AI Mode |
Action1 achieves a 50% citation rate despite 0% visibility, indicating AI cites it as a reference source but does not surface it as a named recommendation in direct query responses. |
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| 5 |
pdq.com
|
0% | 50% | Google AI Mode |
PDQ mirrors Action1 exactly — 0% visibility, 50% citation, composite score of 15.0 — and both brands appear in the top cited sources list, confirming their role as citation-only presences in AI outputs. |
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| 6 |
manageengine.com
|
12% | 12% | Google AI Mode |
| 7 |
heimdalsecurity.com
|
0% | 38% | Google AI Mode |
| 8 |
microsoft.com
|
12% | 0% | Google AI Mode |
| 9 |
solarwinds.com
|
12% | 0% | Google AI Mode |
| 10 |
connectwise.com
|
0% | 25% | Google AI Mode |
| 11 |
ivanti.com
|
0% | 12% | Google AI Mode |
| 12 |
pulseway.com
|
0% | 12% | Google AI Mode |
| 13 |
tanium.com
|
0% | 12% | Google AI Mode |
| 14 |
manageengine.com
|
0% | 12% | Google AI Mode |
| 15 |
vmware.com
|
0% | 0% | Google AI Mode |
| 16 |
gfi.com
|
0% | 0% | Google AI Mode |
| 17 |
sysaid.com
|
0% | 0% | Google AI Mode |
| 18 |
kaseya.com
|
0% | 0% | Google AI Mode |
| 19 |
secpod.com
|
0% | 0% | Google AI Mode |
| 20 |
jumpcloud.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on patch management 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 patch management 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 patch management software AI visibility
Who leads AI visibility in patch management software?
NinjaOne leads with a composite score of 48.8, 37.5% visibility, and 75% citation rate — all figures significantly above the category average visibility of 5.6% and citation average of 18.8%.
What sources does Google AI Mode cite most for patch management software research?
The top cited sources include ninjaone.com, atera.com, acronis.com, reddit.com, aimultiple.com, action1.com, pdq.com, and dnsstuff.com, indicating a blend of vendor domains, community forums, and aggregator review sites.
Which brands are cited by AI but not prominently named in patch management responses?
Action1, PDQ, and Heimdal each carry citation rates of 50%, 50%, and 37.5% respectively, yet all have 0% visibility, meaning AI references them as sources without surfacing them as primary recommendations.
Is patch management AI visibility concentrated or distributed across many brands?
It is highly concentrated: the category average visibility is just 5.6%, and the top two brands — NinjaOne at 37.5% and Atera at 25% — account for the overwhelming majority of visible AI mentions across 20 tracked brands.
Which AI engine dominates visibility for patch management software brands?
Google AI Mode is listed as the top engine for every one of the 20 brands in the dataset, indicating this category's AI visibility is currently entirely driven by Google's AI Mode rather than other engines.
Are there brands with high citation rates but low composite scores in this category?
Yes — Microsoft Intune and SolarWinds Patch Manager both show 12.5% visibility but 0% citation, while Action1 and PDQ show the inverse: 50% citation with 0% visibility, reflecting structurally different AI presence profiles.