AEO for digital risk protection platforms: AI search visibility ranking
How AI search engines rank digital risk protection platforms by visibility and citations. 19 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. Digital risk protection platforms used to monitor exposed assets, brand abuse, phishing, credential leaks, and external cyber risk across the internet. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Download this AEO ranking as a PDF
We'll email it to you. One-off send — no list, no follow-up, no surprise marketing.
When AI engines are asked about Digital risk protection platforms, CloudSEK emerges as the leader. With a visibility percentage of 12.5, it consistently comes up in discussions alongside other top brands like Netcraft and ZeroFox. These brands are frequently mentioned due to their established presence and reliability in the industry.
The rankings are influenced by the sources AI engines cite most often, such as google.com, gartner.com, and upguard.com. Information from these domains, some of which are aggregator sites, reflects a broader consensus and varied opinions on the best brands. This helps balance expert reviews with user feedback and third-party insights.
For buyers evaluating which brand to choose, AI engines prioritize platforms with current reviews and third-party validation. Consider brands that demonstrate topical authority within your specific subcategory of interest. Ensuring the chosen provider is frequently discussed and vetted across various reputable sources can lead to a more informed decision.
At a glance
What we observed in this category
CloudSEK leads the digital risk protection platforms category with a composite score of 23.8, driven by a visibility rate of 12.5% and a citation rate of 50.0%. The next closest brand, Netcraft, scores 18.8, and the gap widens sharply after that, with ZeroFox at 16.2 and Recorded Future at 12.5. Below rank four, composite scores collapse to single digits or zero, meaning the top brand holds a meaningful structural advantage over the majority of the 19 brands tracked.
Netcraft presents the clearest divergence between visibility and citation in this category. It carries a 62.5% citation rate, the highest of any brand in the data, yet its current visibility sits at 0.0%, down 12.5 points from the previous period. This means Google AI Mode trusts Netcraft as a reference source while not consistently naming it as a vendor in answers. Group-IB shows a similar pattern at a smaller scale, with 25.0% citation and 0.0% visibility, confirming that being cited and being named are distinct outcomes in this category.
Every brand in this dataset records Google AI Mode as its top engine, confirming that this single engine is the dominant surface for answer engine optimisation performance across digital risk protection platforms. Among the top cited sources, gartner.com and upguard.com appear alongside brand-owned domains such as netcraft.com and cloudsek.com, suggesting the AI anchors on third-party authority sites alongside primary vendor content. Five of the ten ranked brands score zero on both visibility and citation, indicating that the AI consistently ignores the majority of recognised vendors when constructing answers.
Movers & shakers since last refresh
Biggest visibility risers
-
CloudSEK 0% → 12% · rank #4 → #1+12pp
Biggest visibility fallers
-
Netcraft 12% → 0% · rank #3 → #2-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
cloudsek.com
|
12% | 50% | Google AI Mode |
CloudSEK leads all 19 brands with a composite score of 23.8, rising from rank 4 after gaining 12.5 visibility points and 25.0 citation points in the latest period. |
||||
| 2 |
netcraft.com
|
0% | 62% | Google AI Mode |
Netcraft holds the highest citation rate in the category at 62.5%, yet its visibility has dropped to 0.0%, creating the largest citation-to-visibility gap among all ranked brands. |
||||
| 3 |
zerofox.com
|
12% | 25% | Google AI Mode |
ZeroFox matches CloudSEK on visibility at 12.5% but trails on citation at 25.0% versus 50.0%, placing it third with a composite score of 16.2. |
||||
| 4 |
recordedfuture.com
|
12% | 12% | Google AI Mode |
Recorded Future sits at rank 4 with identical visibility and citation rates of 12.5%, scoring exactly at the category average citation level of 9.2% when weighed across all 19 brands. |
||||
| 5 |
group-ib.com
|
0% | 25% | Google AI Mode |
Group-IB earns a 25.0% citation rate despite 0.0% visibility, placing it above five brands that record zero on both metrics, with a composite score of 7.5. |
||||
| 6 |
fortra.com
|
0% | 0% | Google AI Mode |
| 7 |
bolster.ai
|
0% | 0% | Google AI Mode |
| 8 |
brandshield.com
|
0% | 0% | Google AI Mode |
| 9 |
darkowl.com
|
0% | 0% | Google AI Mode |
| 10 |
searchlightcyber.com
|
0% | 0% | Google AI Mode |
| 11 |
kela.io
|
0% | 0% | Google AI Mode |
| 12 |
intel471.com
|
0% | 0% | Google AI Mode |
| 13 |
riskiq.com
|
0% | 0% | Google AI Mode |
| 14 |
flare.io
|
0% | 0% | Google AI Mode |
| 15 |
flashpoint.io
|
0% | 0% | Google AI Mode |
| 16 |
cybelangel.com
|
0% | 0% | Google AI Mode |
| 17 |
constella.ai
|
0% | 0% | Google AI Mode |
| 18 |
memcyco.com
|
0% | 0% | Google AI Mode |
| 19 |
digitalshadows.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on digital risk protection 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 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 digital risk protection platforms 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 digital risk protection platforms
Who leads AEO in digital risk protection platforms?
CloudSEK leads with a composite score of 23.8, a visibility rate of 12.5%, and a citation rate of 50.0%, placing it clearly ahead of second-ranked Netcraft at 18.8.
What sources does Google AI Mode cite most for digital risk protection platforms research?
The top cited sources in this category are google.com, gartner.com, upguard.com, netcraft.com, and cloudsek.com, indicating the AI draws on both third-party analyst content and brand-owned domains.
Can a brand have high citation but low visibility in this category?
Yes. Netcraft is cited 62.5% of the time yet has 0.0% visibility, and Group-IB is cited 25.0% of the time with 0.0% visibility, showing that Google AI Mode can use a brand as a source without naming it as a recommended vendor.
How concentrated is AEO performance across digital risk protection platforms?
Performance is highly concentrated. Five of the ten ranked brands score zero on both visibility and citation, and the category average visibility is just 2.0%, meaning a small number of brands capture almost all AI answer presence.
Which engine matters most for AEO in digital risk protection platforms?
Google AI Mode is the top engine for every brand in this dataset, making it the single most important surface to optimise for in this category.
How quickly can AEO rankings shift in digital risk protection platforms?
CloudSEK moved from rank 4 to rank 1 in a single period, gaining 12.5 visibility points and 25.0 citation points, while Netcraft simultaneously lost 12.5 visibility points despite gaining 25.0 citation points.