AEO for application whitelisting software: AI search visibility ranking
How AI search engines rank application whitelisting 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. Application whitelisting tools used to control executable access, reduce malware risk, and enforce trusted software policies across managed devices. 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 inquire about application whitelisting software, AI engines frequently highlight ThreatLocker as the leading brand, with mentions in 50.0% of responses. Other notable brands include Airlock Digital and ManageEngine Application Control Plus, both recognized for their robust features in the security category.
The rankings are heavily influenced by sources like YouTube, Reddit, and PC Matic, where real users share experiences and reviews. This mix of aggregator and user-generated content provides valuable insights, indicating that these brands are backed by community and expert validation.
For buyers, understanding AI engines' criteria is essential. Focus on brands with recent reviews and strong third-party validation. Authorities like ThreatLocker, often mentioned by AI engines, suggest the importance of not just popularity, but also credibility and topical expertise within the application whitelisting subcategory.
At a glance
What we observed in this category
ThreatLocker dominates this category with a visibility score of 50.0% and a citation rate of 75.0%, producing a composite score of 57.5. The next closest brand, Airlock Digital, sits at 25.0% visibility and 12.5% citation, giving a composite of 21.2. That gap of 36.3 composite points between first and second place is large enough to suggest Google AI Mode has effectively settled on a default answer for this category, making the landscape unusually concentrated at the top.
A clear divergence exists between being named and being trusted as a source. ManageEngine Application Control Plus, Faronics Anti-Executable, and SentinelOne Singularity each carry 0.0% visibility yet achieve 12.5% citation, meaning AI responses reference their domains as supporting evidence without surfacing them as recommended products. ThreatLocker is the only brand where citation substantially outpaces visibility, at 75.0% citation versus 50.0% visibility, reinforcing its role as a primary anchor rather than just a named option.
Google AI Mode is the top engine for every brand in this dataset, indicating the audit is entirely Google-centric with no material signal from other engines. The cited sources list is notable: youtube.com and reddit.com appear alongside specialist sites such as peerspot.com, comparitech.com, and heimdalsecurity.com. ThreatLocker's own domain, threatlocker.com, appears directly in that cited sources list, which partly explains why its citation rate of 75.0% is so far ahead of the 6.2% category average.
Movers & shakers since last refresh
Biggest visibility risers
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Airlock Digital 0% → 25% · rank #2 → #2+25pp
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ThreatLocker 38% → 50% · rank #1 → #1+12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
threatlocker.com
|
50% | 75% | Google AI Mode |
ThreatLocker's visibility of 50.0% is more than 13 times the category average of 3.8%, and its citation rate of 75.0% is the highest in the dataset by a wide margin. |
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| 2 |
airlockdigital.com
|
25% | 12% | Google AI Mode |
Airlock Digital holds 25.0% visibility, well above the 3.8% average, but its citation rate of 12.5% is disproportionately low relative to its named presence in AI responses. |
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| 3 |
manageengine.com
|
0% | 12% | Google AI Mode |
ManageEngine Application Control Plus records 0.0% visibility yet achieves a 12.5% citation rate, meaning AI cites its domain as a source without recommending it as a primary product. |
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| 4 |
faronics.com
|
0% | 12% | Google AI Mode |
Faronics Anti-Executable mirrors ranks 3 and 5 exactly, with 0.0% visibility and 12.5% citation, placing it in a cluster of brands present in footnotes but absent from AI recommendations. |
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| 5 |
sentinelone.com
|
0% | 12% | Google AI Mode |
SentinelOne Singularity shares the same 0.0% visibility and 12.5% citation scores as ranks 3 and 4, suggesting no differentiation in how AI Mode currently treats these three brands. |
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| 6 |
citrix.com
|
0% | 0% | Google AI Mode |
| 7 |
vmware.com
|
0% | 0% | Google AI Mode |
| 8 |
drivelock.com
|
0% | 0% | Google AI Mode |
| 9 |
trellix.com
|
0% | 0% | Google AI Mode |
| 10 |
checkpoint.com
|
0% | 0% | Google AI Mode |
| 11 |
kaspersky.com
|
0% | 0% | Google AI Mode |
| 12 |
sophos.com
|
0% | 0% | Google AI Mode |
| 13 |
vmware.com
|
0% | 0% | Google AI Mode |
| 14 |
paloaltonetworks.com
|
0% | 0% | Google AI Mode |
| 15 |
trendmicro.com
|
0% | 0% | Google AI Mode |
| 16 |
fortinet.com
|
0% | 0% | Google AI Mode |
| 17 |
broadcom.com
|
0% | 0% | Google AI Mode |
| 18 |
ivanti.com
|
0% | 0% | Google AI Mode |
| 19 |
microsoft.com
|
0% | 0% | Google AI Mode |
| 20 |
broadcom.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on application whitelisting 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 application whitelisting 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 application whitelisting software
Who leads AI visibility in application whitelisting software?
ThreatLocker leads with a visibility score of 50.0% and a composite score of 57.5, which is more than 13 times the category average visibility of 3.8%. No other brand comes close, with second-ranked Airlock Digital sitting at 25.0% visibility and a composite of 21.2.
What sources does Google AI Mode cite most for application whitelisting software research?
The top cited sources include youtube.com, reddit.com, pcmatic.com, threatlocker.com, heimdalsecurity.com, peerspot.com, knowledgenile.com, and comparitech.com. The presence of threatlocker.com directly in this list correlates with ThreatLocker's unusually high citation rate of 75.0%.
Which brands are cited by AI but not recommended as primary products?
ManageEngine Application Control Plus, Faronics Anti-Executable, and SentinelOne Singularity all carry a 12.5% citation rate but 0.0% visibility, meaning AI references them as sources or supporting content without surfacing them as recommended solutions.
How concentrated is AI visibility in this category?
The category is highly concentrated: the top two brands, ThreatLocker and Airlock Digital, account for all the measurable visibility, while the remaining 18 brands in the 20-brand dataset sit at 0.0% visibility. The category average visibility is just 3.8%.
Which brands showed the biggest visibility gains in the most recent period?
Airlock Digital recorded a visibility delta of 25.0 percentage points, rising from 0.0% to 25.0%, while ThreatLocker added 12.5 percentage points, moving from 37.5% to 50.0%. No brands registered as visibility fallers in this period.
Does AI visibility in this category differ across search engines?
The audit data shows Google AI Mode as the top engine for every brand in the dataset, with no other engine recorded, so the current data does not allow for cross-engine comparison in this category.