Top 20 mobile device management software by AI search visibility (2026)
Software used to enroll, secure, configure, update, and manage mobile devices and endpoints across distributed workforces. 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 05, 2026At a glance
What we observed in this categoryauto-generated
Jamf leads the Mobile Device Management software category with a visibility score of 62.5%, nearly 25 percentage points ahead of second-ranked Microsoft Intune at 50.0%. This gap is significant because it positions Jamf as the default AI-recommended MDM brand despite Microsoft Intune's broader enterprise footprint. Both scores dwarf the category average of 13.1%, indicating the top two brands account for a disproportionate share of AI surface area, while the remaining 18 brands collectively struggle for meaningful presence in Google AI Overviews.
A striking pattern across all 20 brands in this category is that citation rates are uniformly 0.0%, meaning no vendor domain is being directly cited by AI Overviews even when brands are named. The sources actually cited — reddit.com, techtarget.com, aimultiple.com, miniorange.com, and several smaller advisory or comparison sites — are third-party and review-oriented rather than vendor-owned. This creates a clear divergence: brands like Jamf and Microsoft Intune achieve strong named visibility but receive zero direct citation credit, while smaller independent sources anchor the AI's referenced evidence.
Google AI Overviews is the dominant engine driving visibility across every ranked brand in this dataset — all ten named brands list it as their top engine, with no alternative engine registering. The cited sources reinforce this picture: reddit.com and techtarget.com suggest the AI is anchoring on community discussion and analyst content rather than vendor documentation. The complete absence of any visibility fallers and the fresh entry of all risers from 0.0% suggests this is either a new query set or a market segment where AI coverage has only recently begun to materialise.
Movers & shakers since last refresh
Biggest visibility risers
-
Jamf 0% → 62% · rank #0 → #1+62pp
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Microsoft Intune 0% → 50% · rank #0 → #2+50pp
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Kandji 0% → 38% · rank #0 → #3+38pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
jamf.com
|
62% | 0% | Google AI Overviews |
Jamf leads at 62.5% visibility, 49.4 points above the category average, yet holds a 0.0% citation rate — identical to every other brand in the dataset. |
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| 2 |
microsoft.com
|
50% | 0% | Google AI Overviews |
Microsoft Intune sits 12.5 points behind Jamf at 50.0% visibility despite its broader enterprise brand, and also records zero direct citations from AI Overviews. |
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| 3 |
kandji.io
|
38% | 0% | Google AI Overviews |
Kandji ties ManageEngine at 37.5% visibility and a composite score of 26.2, placing it mid-tier despite being a smaller, more niche vendor than its co-ranked peer. |
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| 4 |
manageengine.com
|
38% | 0% | Google AI Overviews |
ManageEngine matches Kandji exactly at 37.5% visibility and a 26.2 composite score, suggesting AI treats both brands as equivalently prominent at this query tier. |
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| 5 |
hexnode.com
|
25% | 0% | Google AI Overviews |
Hexnode, at 25.0% visibility, shares its score and composite (17.5) with two other brands, indicating no differentiation signal in AI narratives at this rank level. |
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| 6 |
scalefusion.com
|
25% | 0% | Google AI Overviews |
| 7 |
miradore.com
|
25% | 0% | Google AI Overviews |
| 8 |
omnissa.com
|
0% | 0% | Google AI Overviews |
| 9 |
meraki.cisco.com
|
0% | 0% | Google AI Overviews |
| 10 |
ibm.com
|
0% | 0% | Google AI Overviews |
| 11 |
ivanti.com
|
0% | 0% | Google AI Overviews |
| 12 |
samsungknox.com
|
0% | 0% | Google AI Overviews |
| 13 |
42gears.com
|
0% | 0% | Google AI Overviews |
| 14 |
blackberry.com
|
0% | 0% | Google AI Overviews |
| 15 |
citrix.com
|
0% | 0% | Google AI Overviews |
| 16 |
esper.io
|
0% | 0% | Google AI Overviews |
| 17 |
addigy.com
|
0% | 0% | Google AI Overviews |
| 18 |
mosyle.com
|
0% | 0% | Google AI Overviews |
| 19 |
ninjaone.com
|
0% | 0% | Google AI Overviews |
| 20 |
sophos.com
|
0% | 0% | Google AI Overviews |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on mobile device management software, these are the domains Google AI Overviews 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 mobile device 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 mobile device management software AI visibility
Who leads AI visibility in Mobile Device Management software?
Jamf leads with 62.5% visibility and a composite score of 43.8, nearly 25 percentage points ahead of second-ranked Microsoft Intune at 50.0%.
What is the average AI visibility score for MDM software brands?
The category average visibility is 13.1%, meaning the top two brands — Jamf and Microsoft Intune — both exceed the average by more than three times.
Which brands are completely absent from AI Overviews in this MDM category?
VMware Workspace ONE, Cisco Meraki, and IBM MaaS360 all record 0.0% visibility and 0.0% citation, despite being major enterprise MDM players.
What sources does AI cite most for Mobile Device Management research?
The top cited sources include reddit.com, techtarget.com, aimultiple.com, and miniorange.com — all third-party or community sources, with no vendor domains cited directly.
Do any MDM brands receive direct citations from Google AI Overviews?
No — every brand in the dataset records a 0.0% citation rate, meaning AI Overviews names brands without linking back to their own domains as sources.
Which AI engine dominates visibility for MDM software brands?
Google AI Overviews is the top engine for all ten ranked brands in the dataset, with no other engine registering a competing presence.