44.4%
AI cites Invicti on 44.4% of the questions where Invicti's site shows up.
Invicti provides automated dynamic application security testing (DAST) software that scans web applications for vulnerabilities. It integrates into the software development lifecycle to identify and help remediate security flaws.
Four signals AI engines weigh when deciding which sources to cite.
AI cites Invicti on 44.4% of the questions where Invicti's site shows up.
When cited, Invicti ranks #2.0 on average in AI's source list. Lower number means higher up.
Invicti captures 45.7% of the search traffic across topics it could answer.
Search demand for Invicti's topics is down 36% over the last 3 months.
Top 10 questions where AI cites Invicti as a source, sorted by monthly volume.
"The **three main types of penetration testing** are based on how much information the tester has before starting: --- ### 1. **Black-box testing** - The tester has **no prior knowledge** of the system. - Simulates an **external hacker** t…"
"No - the **OWASP Top 10 isn’t on a strict 4-year schedule**, but **major updates tend to happen roughly every *three to four years*** rather than annually or on a fixed cycle. [www.tencentcloud.com](https://www.tencentcloud.com/techpedia/11…"
"You’re seeing a **directory listing (“Index of /…”) instead of your site** because your web server isn’t finding a default page to serve. ### The core reason When someone visits a folder like `/`, the server tries to load a default file su…"
"There isn’t a single “best” vulnerability management tool for everyone-the right choice depends on your environment (cloud vs on-prem, DevSecOps maturity, team size, etc.). But based on current 2026 data and industry rankings, a few tools c…"
"Short answer: **kind of-but not entirely.** ### What’s the status? - **Not fully obsolete:** `X-Frame-Options` is still **supported by all browsers** and still works for preventing clickjacking. [websentry.dev](https://websentry.dev/blog/x…"
"The **five phases of penetration testing** (often taught in cybersecurity and ethical hacking) are: ### 1. Reconnaissance (Information Gathering) This is the initial phase where the tester collects as much information as possible about the…"
"If you want to practice XSS safely, the key rule is: **only use intentionally vulnerable labs or systems you own / have permission to test**. Random websites are off-limits unless they explicitly allow testing (bug bounty, disclosure policy…"
"URL rewriting is a common technique in web development (often used to make *clean*, *user-friendly* or *SEO-friendly* URLs), but it comes with several **disadvantages and drawbacks** you should be aware of when designing or maintaining a si…"
"When you see a **“Content-Security-Policy (CSP) header not set”** message, it means your web server isn’t sending the `Content-Security-Policy` HTTP response header at all. To fix it, you need to configure your server or application to incl…"
"A **Content-Security-Policy (CSP) error** happens when the browser blocks a resource (like a script, image, or iframe) because your site’s CSP settings don’t allow it. CSP is a security feature - but if it’s too restrictive or missing requi…"
Subcategory peers; see methodology for selection logic.
| Brand | Score | Citation rate | Cited / tracked | Monthly volume |
|---|---|---|---|---|
| Contrast Security | 50 | 50.0% | 6 / 12 | 206 |
| Invicti | 45 | 44.4% | 16 / 36 | 534 |
| JFrog | 41 | 37.0% | 17 / 46 | 666 |
| Chainguard | 40 | 36.4% | 4 / 11 | 225 |
Citation-weighted search volume over time.
Yes, Invicti is cited in AI search results, appearing in 16 out of 36 tracked queries, which is approximately 44.4%.
Invicti has an AI visibility score of 45 out of 100, indicating its presence and recognition in AI-driven search results.
AI cites Invicti for various questions, including topics like penetration testing types, the frequency of the OWASP Top 10 updates, directory listing issues, vulnerability management tools, and the relevance of the X-Frame-Options header.
Invicti's AI visibility score of 45 is higher than Chainguard's score of 40 but lower than Contrast Security's score of 50 and JFrog's score of 41, indicating a moderate presence in the market.
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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