Application Security / SCA

How visible is Black Duck in AI search?

37 out of 100
15 / 47
AI citations
47
Tracked queries
1,146
Monthly search volume
First refresh Updated: May 20, 2026
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About

About Black Duck

Black Duck provides software composition analysis (SCA) tools to identify open source components, manage security vulnerabilities, and ensure license compliance within software applications and supply chains.

Category: Application Security › SCA Domain: www.blackduck.com
Score breakdown

How Black Duck's score is calculated

Four signals AI engines weigh when deciding which sources to cite.

Citation rate

31.9%

AI cites Black Duck on 31.9% of the questions where Black Duck's site shows up.

Citation rank

#1.9

When cited, Black Duck ranks #1.9 on average in AI's source list. Lower number means higher up.

Search-volume share

29.9%

Black Duck captures 29.9% of the search traffic across topics it could answer.

Search trend

-32%

Search demand for Black Duck's topics is down 32% over the last 3 months.

Citations

Where Black Duck gets cited in AI answers

Top 10 questions where AI cites Black Duck as a source, sorted by monthly volume.

Competitors

How Black Duck compares to top competitors

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
Black Duck 37 31.9% 15 / 47 1,146
Trend

18-month AI search visibility trend

Citation-weighted search volume over time.

FAQs

Frequently asked questions

  • Is Black Duck cited in AI search?

    Yes, Black Duck is cited in AI search results. It appears in 15 out of 47 tracked queries, which accounts for approximately 31.9%.

  • What is Black Duck's AI visibility score?

    Black Duck has an AI visibility score of 37 out of 100. This score reflects its presence and recognition in AI-driven search results.

  • What questions does AI cite Black Duck for?

    AI cites Black Duck for various questions related to software security, including 'what is sast vs dast vs pen test?' and 'is black duck still owned by synopsys?'. These queries indicate its relevance in discussions about software composition analysis.

  • How does Black Duck compare to its competitors?

    Compared to its competitors, Black Duck has a lower AI visibility score of 37, while Contrast Security scores 50 and Invicti scores 45. This suggests that Black Duck is less prominent in AI search results than these competitors.

Methodology

How we calculate this

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.

Read full methodology →

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