Secure access service edge platforms: AI search visibility ranking (2026)
How AI search engines rank secure access service edge platforms 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. SASE platforms used to combine secure networking, zero-trust access, SWG, CASB, and branch connectivity into a cloud-delivered security stack. 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 ask AI engines about Secure access service edge platforms, Zscaler frequently tops the list as the leader with a visibility rate of 50%. Other notable brands include Netskope and Prisma Access, each making regular appearances in answers and sources. This prominence suggests these brands are leading choices for many users evaluating their options.
The rankings are influenced heavily by where AI pulls its data. Sources like blog.openvpn.net, gartner.com, and peerspot.com contribute the most citations. Aggregator and review sites are especially influential, indicating the AI values comprehensive, community-driven feedback and expert analyses in assessing platform effectiveness and reputation.
For buyers, this page means considering factors that AI engines deem essential, such as recent reviews, third-party validations, and the topical authority of the brand on secure access. A thorough examination of how each brand performs in these areas will aid in selecting the most suitable platform from this list.
At a glance
What we observed in this category
Zscaler and Netskope share the top visibility position at 50% each, well above the category average of 9.4%, yet their composite scores diverge (42.5 vs 38.8) because Zscaler's citation rate is double Netskope's (25% vs 12.5%). Zscaler's rise from rank 4 to rank 1 with a visibility delta of 37.5 points is the sharpest upward move in the dataset. This gap between the top two and the remaining 18 brands signals a highly concentrated AI visibility landscape where most competitors are nearly invisible.
Fortinet and Cloudflare One expose the sharpest divergence between being named and being cited. Fortinet holds only 12.5% visibility but a 37.5% citation rate, matching Prisma Access on citations despite ranking two places lower. Cloudflare One has zero visibility yet a 25% citation rate, identical to Cato Networks which does appear in responses. Cisco Secure Access shows the inverse problem: 25% visibility but a 0% citation rate, meaning it is mentioned without its source being trusted or linked.
Every brand in the top 10 lists Google AI Mode as its top engine, indicating the audit data reflects a single-engine concentration with no divergence across platforms. Among the top cited external sources, Gartner.com and Peerspot.com appear alongside vendor-owned domains paloaltonetworks.com and fortinet.com, suggesting AI Mode anchors heavily on analyst content and vendor documentation. The presence of blog.openvpn.net and cloudnuro.ai as cited sources points to niche technical blogs also feeding AI responses in this category.
Movers & shakers since last refresh
Biggest visibility risers
-
Zscaler 12% → 50% · rank #4 → #1+38pp
-
Netskope 12% → 50% · rank #3 → #2+38pp
-
Prisma Access 0% → 38% · rank #2 → #3+38pp
Biggest visibility fallers
-
Fortinet 25% → 12% · rank #1 → #4-12pp
-
Aryaka 12% → 0% · rank #6 → #10-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
zscaler.com
|
50% | 25% | Google AI Mode |
Zscaler leads with a 50% visibility rate (5x the 9.4% category average) and a 25% citation rate, after jumping three rank positions with a 37.5-point visibility delta. |
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| 2 |
netskope.com
|
50% | 12% | Google AI Mode |
Netskope matches Zscaler's 50% visibility but its citation rate of 12.5% is half that of Zscaler, producing a lower composite score of 38.8 vs 42.5. |
||||
| 3 |
paloaltonetworks.com
|
38% | 38% | Google AI Mode |
Prisma Access is the only top-5 brand where visibility and citation rates are equal at 37.5%, giving it the most balanced AI presence despite dropping one rank. |
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| 4 |
fortinet.com
|
12% | 38% | Google AI Mode |
Fortinet's citation rate of 37.5% far exceeds its 12.5% visibility, making it the clearest example of a brand trusted as a source but rarely named in AI responses. |
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| 5 |
cisco.com
|
25% | 0% | Google AI Mode |
Cisco Secure Access achieves 25% visibility but a 0% citation rate, the only top-5 brand with no citations, suggesting AI mentions it without linking or attributing its content. |
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| 6 |
catonetworks.com
|
12% | 25% | Google AI Mode |
| 7 |
cloudflare.com
|
0% | 25% | Google AI Mode |
| 8 |
hpe.com
|
0% | 25% | Google AI Mode |
| 9 |
checkpoint.com
|
0% | 12% | Google AI Mode |
| 10 |
aryaka.com
|
0% | 0% | Google AI Mode |
| 11 |
forcepoint.com
|
0% | 0% | Google AI Mode |
| 12 |
nordlayer.com
|
0% | 0% | Google AI Mode |
| 13 |
versa-networks.com
|
0% | 0% | Google AI Mode |
| 14 |
twingate.com
|
0% | 0% | Google AI Mode |
| 15 |
iboss.com
|
0% | 0% | Google AI Mode |
| 16 |
citrix.com
|
0% | 0% | Google AI Mode |
| 17 |
broadcom.com
|
0% | 0% | Google AI Mode |
| 18 |
skyhighsecurity.com
|
0% | 0% | Google AI Mode |
| 19 |
perimeter81.com
|
0% | 0% | Google AI Mode |
| 20 |
open-systems.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on secure access service edge platforms, 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 secure access service edge platforms 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 secure access service edge platforms AI visibility
Who leads AI visibility in secure access service edge platforms?
Zscaler and Netskope are tied at 50% visibility, both well above the 9.4% category average. Zscaler ranks first overall due to a higher citation rate of 25% compared to Netskope's 12.5%.
Which SASE brands are cited most often even when not prominently named in AI responses?
Fortinet and Cloudflare One have citation rates of 37.5% and 25% respectively despite low or zero visibility scores, indicating AI Mode uses their content as source material without prominently featuring them in answers.
What sources does Google AI Mode anchor on for SASE category research?
The top cited sources include gartner.com and peerspot.com for analyst and peer review content, alongside vendor domains paloaltonetworks.com and fortinet.com, plus niche technical sources blog.openvpn.net and cloudnuro.ai.
Which brands have seen the biggest recent shifts in AI visibility for SASE platforms?
Zscaler, Netskope, and Prisma Access each gained 37.5 visibility points in the most recent period. Fortinet fell three rank positions and lost 12.5 visibility points, dropping from rank 1 to rank 4.
How concentrated is AI visibility in the SASE category across the 20 brands audited?
The top two brands each hold 50% visibility while the category average is only 9.4%, and at least 10 brands including Aryaka register zero or near-zero composite scores, indicating heavy concentration at the top.
Does any SASE brand show strong AI presence across multiple engines beyond Google AI Mode?
No. Every brand in the top 10 lists Google AI Mode as its top engine, with no data in the audit showing an alternative engine outperforming it for any brand in this category.