AI Visibility Rankings · Security

Browser security software: AI search visibility ranking (2026)

By monitoraeo Last updated July 07, 2026 Refreshed every 30 days

How AI search engines rank browser security 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. Browser security software used to isolate risky sessions, secure managed and unmanaged endpoints, protect web access, and reduce phishing and data leakage risk inside the browser. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →

Avg visibility across category

Avg citation rate

20/20

Brands successfully audited

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When buyers seek recommendations for Browser security software, AI engines consistently cite Island as the leader, with a 12.5% visibility rate. Menlo Security and Brave for Business also appear frequently in AI recommendations. Island's position as a front-runner shows its prominence in conversations around cutting-edge security solutions.

The rankings reflect data from frequently cited sources such as youtube.com, cloudsek.com, and pcgmag.com. These sites are known for their comprehensive reviews and industry analysis, which helps explain why these brands top the list. With input from aggregators and review sites, the results mirror broad expert opinions rather than isolated endorsements.

For buyers evaluating this list, understanding AI engines' emphasis on current reviews and third-party validation is crucial. It's important to consider how a brand's prominence in topical authority and specific subcategories impacts its suitability for your needs. Recent reviews and expert opinions should guide your decision based on what AI engines prioritize.

At a glance

Category leader Island 12% visibility · named in 1 of 8 AI answers

Most cited brand Island 25% citation rate · the AI's most-trusted source brand in browser security software

Top cited domain youtube.com Referenced by AI across the browser security software query set — the highest-leverage PR target in this category

Visibility spread 12pp Gap between top and bottom of the ranking · 18 brands at 0% (invisible to the AI)

What we observed in this category

Island leads the browser security software category with a composite score of 16.2, well above the category average visibility of 1.2 percent. Menlo Security ties Island on raw visibility at 12.5 percent but scores only 8.8 composite, reflecting a zero citation rate. The gap between Island and every other brand is stark: ranks 3 through 10 all carry composite scores of 3.8 or below, and the majority score exactly zero. This concentration means two brands effectively dominate what little AI attention exists in this category.

Island and Menlo Security both register 12.5 percent visibility, yet their citation rates diverge sharply: Island is cited 25.0 percent of the time while Menlo Security records 0.0 percent. Brave for Business and Palo Alto Networks Prisma Access Browser show the inverse pattern, earning 12.5 percent citation each despite zero visibility. Google Chrome Enterprise and Microsoft Edge for Business, despite their broad market presence, score zero on both metrics, suggesting AI narratives in this category favour specialist secure-browser vendors over general-purpose enterprise browsers.

Google AI Mode is the top engine recorded for every brand in this dataset, indicating the audit is anchored entirely on that single engine. Among cited sources, youtube.com appears alongside analyst sources such as gartner.com and pcmag.com, plus vendor-adjacent domains including island.io and spin.ai. The presence of cloudsek.com and venn.com in the top cited sources suggests AI is drawing on threat-intelligence and niche security-research content rather than mainstream tech press alone when constructing answers about browser security products.

Movers & shakers since last refresh

Biggest visibility risers

Island 0% → 12% · rank #5 → #1
+12pp
Menlo Security 0% → 12% · rank #8 → #2
+12pp

The ranking

#	Brand	Visibility	Citation	Top engine
1	Island island.io	12%	25%	Google AI Mode
Island holds a composite score of 16.2 and a 25.0 percent citation rate, both the highest in the category, rising from rank 5 with zero prior visibility.
2	Menlo Security menlosecurity.com	12%	0%	Google AI Mode
Menlo Security matches Island on visibility at 12.5 percent but scores zero citations, producing a composite of 8.8 and a large trust gap versus the leader.
3	Brave for Business brave.com	0%	12%	Google AI Mode
Brave for Business earns a 12.5 percent citation rate but zero visibility, giving a composite of 3.8 and signalling it is referenced without being named in AI overviews.
4	Palo Alto Networks Prisma Access Browser paloaltonetworks.com	0%	12%	Google AI Mode
Palo Alto Networks Prisma Access Browser mirrors Brave for Business exactly, with 12.5 percent citation and zero visibility, sharing a composite score of 3.8.
5	Google Chrome Enterprise chromeenterprise.google	0%	0%	Google AI Mode
Google Chrome Enterprise scores zero on both visibility and citation despite its market scale, performing no better than six other brands at the bottom of the ranking.
6	Microsoft Edge for Business microsoft.com	0%	0%	Google AI Mode
7	Talon Cyber Security talon-sec.com	0%	0%	Google AI Mode
8	Cloudflare Browser Isolation cloudflare.com	0%	0%	Google AI Mode
9	Citrix Secure Private Access citrix.com	0%	0%	Google AI Mode
10	Ericom ericom.com	0%	0%	Google AI Mode
11	Authentic8 authentic8.com	0%	0%	Google AI Mode
12	Perception Point perception-point.io	0%	0%	Google AI Mode
13	Seraphic Security seraphicsecurity.com	0%	0%	Google AI Mode
14	Mammoth Cyber mammothcyber.com	0%	0%	Google AI Mode
15	Netskope netskope.com	0%	0%	Google AI Mode
16	Zscaler zscaler.com	0%	0%	Google AI Mode
17	Cisco Duo duo.com	0%	0%	Google AI Mode
18	Symantec Web Isolation broadcom.com	0%	0%	Google AI Mode
19	Akamai Enterprise Application Access akamai.com	0%	0%	Google AI Mode
20	Keeper Connection Manager keepersecurity.com	0%	0%	Google AI Mode

Sources AI engines trust in this category

Across the 8 buyer-intent queries we ran on browser security 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.

youtube.comcloudsek.comvenn.comgartner.compcmag.comspin.aiisland.iomalwarebytes.com

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 browser security 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.

Audit your browser security software brand → Browse all rankings Methodology →

Frequently asked about browser security software AI visibility

Who leads AI visibility in browser security software?

Island leads with a composite score of 16.2 and 12.5 percent visibility, the highest in the category. It also holds the top citation rate at 25.0 percent, well above every other brand.

What is the average visibility for brands in this category?

The category average visibility is just 1.2 percent and the average citation rate is 2.5 percent. This reflects how concentrated AI attention is on one or two specialist vendors.

Which brands are cited by AI but not mentioned by name in overviews?

Brave for Business and Palo Alto Networks Prisma Access Browser each carry 12.5 percent citation rates but zero visibility scores, indicating they appear as source references rather than named answers.

What sources does AI cite most for browser security software research?

The top cited sources include youtube.com, gartner.com, pcmag.com, cloudsek.com, and island.io. This mix spans video content, analyst commentary, consumer tech press, and vendor-owned domains.

Which brands have seen the biggest AI visibility gains recently?

Island rose from rank 5 to rank 1 with a visibility delta of 12.5 percent and a citation delta of 25.0 percent. Menlo Security moved from rank 8 to rank 2 with an equal visibility gain of 12.5 percent.

How do major enterprise browser brands like Google Chrome Enterprise and Microsoft Edge for Business perform in AI visibility?

Both score zero on visibility and zero on citation, giving composite scores of 0.0. Despite their broad market presence, AI overviews in this category do not currently surface them.