Network monitoring software: AI search visibility ranking (2026)
How AI search engines rank network monitoring 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. Network monitoring software used to observe device health, traffic, dependencies, latency, and outages across on-prem, cloud, and hybrid network environments. 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 AI engines like ChatGPT, Claude, Perplexity, and Gemini answer questions about network monitoring software, Kentik comes up most often, appearing in 25% of tracked responses and earning citations in 62.5% of relevant answers. Datadog follows as a strong second, recognized for broad infrastructure coverage, while Domotz rounds out the top three with particular strength in managed service provider use cases.
The sources AI engines pull from most reveal why these rankings look the way they do. Kentik.com and blog.domotz.com give those brands direct topical authority through published technical content. DNSstuff.com acts as a third-party aggregator that AI engines treat as credible validation. YouTube and Reddit also rank among the top cited domains, meaning community discussions and video walkthroughs carry real weight in how AI engines form their recommendations.
For a buyer using this page to shortlist tools, the key thing to check is whether a brand has recent, third-party coverage on review aggregators and active community presence, not just polished product pages. AI engines reward brands that appear across independent sources consistently. A tool that dominates its specific subcategory (say, flow-based monitoring or MSP remote monitoring) in those sources will outrank a generalist with a bigger marketing budget.
At a glance
What we observed in this category
Kentik holds the top composite score (36.2) despite visibility of only 25.0%, well above the category average of 10.0% but far below Datadog's 50.0%. The gap matters because Kentik's composite lead is built on a 62.5% citation rate, meaning the AI treats it as a trusted reference even when it appears less frequently. Datadog's composite score of 35.0 trails Kentik despite double the visibility, signalling that raw mention frequency alone does not determine AI authority in this category.
The clearest divergence between visibility and citation sits with Datadog and Auvik. Datadog appears in 50.0% of responses but carries a 0.0% citation rate, making it named but not sourced. Auvik shows the inverse pattern: 0.0% visibility yet a 50.0% citation rate, meaning the AI links to its content without surfacing the brand in answers. This split suggests Google AI Mode is drawing on Auvik's domain as a reference resource while excluding it from direct brand recommendations.
Google AI Mode is the top engine for every brand in this dataset, indicating the category's AI visibility landscape is effectively a single-engine contest. The top cited sources include youtube.com, kentik.com, dnsstuff.com, blog.domotz.com, and reddit.com alongside gartner.com and auvik.com. The presence of YouTube, Reddit, and a vendor blog (blog.domotz.com) among anchor sources suggests the AI is weighting community and multimedia content heavily, not just analyst or vendor homepages.
Movers & shakers since last refresh
Biggest visibility risers
-
Datadog 25% → 50% · rank #5 → #2+25pp
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Kentik 12% → 25% · rank #4 → #1+12pp
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Domotz 0% → 12% · rank #12 → #3+12pp
Biggest visibility fallers
-
PRTG 50% → 25% · rank #1 → #4-25pp
-
Auvik 12% → 0% · rank #8 → #8-12pp
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ManageEngine 12% → 0% · rank #7 → #10-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
kentik.com
|
25% | 62% | Google AI Mode |
Kentik leads with a composite score of 36.2 and a 62.5% citation rate, the highest in the category, despite visibility sitting at only 25.0%. |
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| 2 |
datadoghq.com
|
50% | 0% | Google AI Mode |
Datadog has the highest visibility at 50.0%, five times the category average, but a 0.0% citation rate leaves its composite score just below Kentik at 35.0. |
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| 3 |
domotz.com
|
12% | 62% | Google AI Mode |
Domotz jumped nine rank positions to third, combining a 62.5% citation rate with only 12.5% visibility, matching Kentik on citations despite a much smaller mention footprint. |
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| 4 |
paessler.com
|
25% | 25% | Google AI Mode |
PRTG dropped from rank 1 to rank 4 after visibility fell by 25.0 percentage points, with citation holding steady at 25.0%, producing a composite score of 25.0. |
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| 5 |
logicmonitor.com
|
25% | 25% | Google AI Mode |
LogicMonitor shares rank 5 with identical scores to PRTG (visibility 25.0%, citation 25.0%, composite 25.0%), making the two brands statistically indistinguishable in current AI responses. |
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| 6 |
zabbix.com
|
25% | 12% | Google AI Mode |
| 7 |
solarwinds.com
|
25% | 12% | Google AI Mode |
| 8 |
auvik.com
|
0% | 50% | Google AI Mode |
| 9 |
nagios.org
|
12% | 0% | Google AI Mode |
| 10 |
manageengine.com
|
0% | 25% | Google AI Mode |
| 11 |
newrelic.com
|
0% | 12% | Google AI Mode |
| 12 |
dynatrace.com
|
0% | 0% | Google AI Mode |
| 13 |
thousandeyes.com
|
0% | 0% | Google AI Mode |
| 14 |
progress.com
|
0% | 0% | Google AI Mode |
| 15 |
site24x7.com
|
0% | 0% | Google AI Mode |
| 16 |
checkmk.com
|
0% | 0% | Google AI Mode |
| 17 |
opsramp.com
|
0% | 0% | Google AI Mode |
| 18 |
observium.org
|
0% | 0% | Google AI Mode |
| 19 |
meraki.cisco.com
|
0% | 0% | Google AI Mode |
| 20 |
splunk.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on network monitoring 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. 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 →
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. How AI search ranking works →
Get your own network monitoring 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 network monitoring software AI visibility
Who leads AI visibility in network monitoring software?
Kentik holds the top composite score of 36.2, driven by a 62.5% citation rate, even though Datadog has higher raw visibility at 50.0%.
Which brand has the highest mention rate but lowest citation rate?
Datadog appears in 50.0% of AI responses but has a 0.0% citation rate, meaning Google AI Mode names it frequently without linking to its domain as a source.
What sources does Google AI Mode cite most for network monitoring software research?
The top cited sources include youtube.com, kentik.com, dnsstuff.com, blog.domotz.com, reddit.com, gartner.com, and auvik.com, with community and video platforms alongside vendor and analyst content.
Are there brands that appear as cited sources but not as named brands in AI answers?
Yes, Auvik has a 0.0% visibility rate but a 50.0% citation rate, and auvik.com appears in the top cited sources list, indicating it functions as a background reference rather than a surfaced recommendation.
Which brands have seen the biggest recent shifts in AI visibility?
Domotz rose nine rank positions and gained 37.5 citation percentage points, while PRTG fell from rank 1 to rank 4 after losing 25.0 visibility percentage points with no change in citation.
How does the category average compare to the top-ranked brand scores?
The category average visibility is 10.0% and average citation is 14.4%, meaning Kentik's 25.0% visibility and 62.5% citation both sit well above typical performance in this space.