Browser isolation software: AI search visibility ranking (2026)
How AI search engines rank browser isolation 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 isolation platforms used to separate web sessions from endpoints, reduce phishing risk, and secure SaaS and internet access for modern workforces. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 11, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
Menlo Security leads the browser isolation software category with a composite score of 27.5, more than 12 points clear of second-ranked Palo Alto Prisma Access Browser at 15.0. It is the only brand with a positive visibility percentage (12.5%), while every other brand in the top 10 sits at 0.0% visibility. That gap is significant because visibility reflects unprompted name appearance in AI responses, meaning Menlo Security is the only brand generating organic AI presence in this category.
A sharp divergence exists between citation and visibility across this category. Palo Alto Prisma Access Browser holds a 50.0% citation rate despite 0.0% visibility, and Authentic8 is cited 37.5% of the time while also showing zero visibility. This pattern means multiple brands are referenced as sources or supporting evidence by Google AI Mode without being named as recommended solutions, making citation a poor proxy for true AI-driven brand recognition here.
Google AI Mode is the top engine for every brand in this dataset, confirming the category's AI visibility is almost entirely concentrated in one channel. The top cited sources include g2.com, gartner.com, and reddit.com alongside vendor-owned domains such as menlosecurity.com and authentic8.com. Third-party review and analyst platforms appear to anchor AI responses, suggesting that presence on those platforms is a structural driver of citation rates in this category.
Movers & shakers since last refresh
Biggest visibility fallers
-
Authentic8 25% → 0% · rank #0 → #3-25pp
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Menlo Security 25% → 12% · rank #0 → #1-12pp
-
Cloudflare Browser Isolation 12% → 0% · rank #0 → #4-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
menlosecurity.com
|
12% | 62% | Google AI Mode |
Menlo Security is the only brand above 0.0% visibility at 12.5%, giving it a composite score of 27.5 against a category average of just 0.6% visibility. |
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| 2 |
paloaltonetworks.com
|
0% | 50% | Google AI Mode |
Palo Alto Prisma Access Browser achieves a 50.0% citation rate despite zero visibility, the highest citation-to-visibility gap among the top five brands. |
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| 3 |
authentic8.com
|
0% | 38% | Google AI Mode |
Authentic8 holds a 37.5% citation rate but dropped 25.0 percentage points in visibility from the prior period, signalling a weakening AI presence despite strong citation retention. |
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| 4 |
cloudflare.com
|
0% | 25% | Google AI Mode |
Cloudflare Browser Isolation sits at 0.0% visibility and 25.0% citation, having lost 12.5 points in both visibility and citation since the previous measurement period. |
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| 5 |
island.io
|
0% | 12% | Google AI Mode |
Island ranks fifth with a composite score of 3.8, matching Citrix Secure Browser and Symantec Web Isolation, and shows 12.5% citation against zero visibility. |
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| 6 |
citrix.com
|
0% | 12% | Google AI Mode |
| 7 |
broadcom.com
|
0% | 12% | Google AI Mode |
| 8 |
ericom.com
|
0% | 12% | Google AI Mode |
| 9 |
netskope.com
|
0% | 0% | Google AI Mode |
| 10 |
akamai.com
|
0% | 0% | Google AI Mode |
| 11 |
cisco.com
|
0% | 0% | Google AI Mode |
| 12 |
hysolate.com
|
0% | 0% | Google AI Mode |
| 13 |
google.com
|
0% | 0% | Google AI Mode |
| 14 |
microsoft.com
|
0% | 0% | Google AI Mode |
| 15 |
seraphicsecurity.com
|
0% | 0% | Google AI Mode |
| 16 |
appgate.com
|
0% | 0% | Google AI Mode |
| 17 |
opentext.com
|
0% | 0% | Google AI Mode |
| 18 |
forcepoint.com
|
0% | 0% | Google AI Mode |
| 19 |
talon-sec.com
|
0% | 0% | Google AI Mode |
| 20 |
perception-point.io
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on browser isolation 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.
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 browser isolation 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 browser isolation software AI visibility
Who leads AI visibility in browser isolation software?
Menlo Security leads with a composite score of 27.5 and is the only brand with any visibility percentage (12.5%). All other ranked brands sit at 0.0% visibility.
What sources does Google AI Mode cite most for browser isolation software research?
The top cited sources are g2.com, gartner.com, and reddit.com, followed by vendor-owned domains including menlosecurity.com and authentic8.com.
Is citation rate a reliable indicator of AI visibility in this category?
No. Palo Alto Prisma Access Browser has a 50.0% citation rate but 0.0% visibility, showing that being cited as a source does not equate to being named as a recommended solution.
Which brands have lost AI visibility recently in this category?
Authentic8 dropped 25.0 percentage points in visibility, Menlo Security dropped 12.5 points, and Cloudflare Browser Isolation dropped 12.5 points compared to the prior period.
How concentrated is AI engine coverage in browser isolation software?
Google AI Mode is listed as the top engine for every brand in the dataset, meaning AI visibility in this category is currently driven by a single engine.
What is the average visibility percentage across the browser isolation software category?
The category average visibility is just 0.6%, with average citation at 11.2%, reflecting very low overall AI presence across the 20 brands tracked.