Upwind is a cloud-native application protection platform (CNAPP) that provides runtime security, vulnerability management, and compliance monitoring for cloud environments by analyzing traffic and application behavior.
Four signals AI engines weigh when deciding which sources to cite.
AI cites Upwind on 17.6% of the questions where Upwind's site shows up.
When cited, Upwind ranks #5.0 on average in AI's source list. Lower number means higher up.
Upwind captures 3.4% of the search traffic across topics it could answer.
Search demand for Upwind's topics is down 32% over the last 3 months.
Top 3 questions where AI cites Upwind as a source, sorted by monthly volume.
"Yes - **Docker can replace a virtual machine (VM) in some situations**, but **it does *not* fully replace VMs in all use cases**. They are different technologies with different strengths. Here’s a clear comparison to help you understand whe…"
"Here’s an overview of some of the main **risks and drawbacks** associated with using Linux (or Linux-based systems). Linux is generally considered secure - but “secure” doesn’t mean “risk-free.” Below are common pain points and potential vu…"
"**Endpoint Detection and Response (EDR)** protects systems by continuously monitoring endpoints (like laptops, desktops, servers, mobile devices, IoT, cloud workloads) to detect, analyze, and respond to a wide range of cyberattacks-especial…"
Subcategory peers; see methodology for selection logic.
| Brand | Score | Citation rate | Cited / tracked | Monthly volume |
|---|---|---|---|---|
| Wiz | 42 | 39.2% | 105 / 268 | 5,903 |
| Orca Security | 38 | 36.4% | 20 / 55 | 951 |
| Sysdig | 33 | 27.5% | 11 / 40 | 761 |
| Upwind | 16 | 17.6% | 3 / 17 | 445 |
Citation-weighted search volume over time.
Yes, Upwind is cited in AI search results, appearing in 3 out of 17 tracked queries, which accounts for 17.6% of the total.
Upwind has an AI visibility score of 16 out of 100, indicating a relatively low presence in AI search results compared to its competitors.
AI cites Upwind primarily for questions related to cloud security, including topics like 'can docker replace a vm?', 'what are the risks of linux?', and 'what kind of attacks does edr protect against?'
Compared to its competitors, Upwind has a significantly lower visibility score, with Wiz at 42, Orca Security at 38, and Sysdig at 33, indicating that Upwind is less recognized in AI search.
Visibility score blends four signals: how often AI cites the brand as a source (50%), where it ranks among sources (25%), the search volume of cited questions (20%), and a 3-month vs 3-month trend (5%). Score is on a 0–100 scale.
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