Application Security / Software Supply Chain

How visible is Socket in AI search?

16 / 123
AI citations
123
Tracked queries
2,179
Monthly search volume
First refresh Updated: May 20, 2026
Track your own AI visibility
21 out of 100
About

About Socket

Socket is a software supply chain security platform that detects and blocks malicious, low-quality, or risky open-source dependencies by analyzing package behavior rather than just known vulnerabilities.

Category:
Application Security › Software Supply Chain
Domain:
socket.dev

Score breakdown

How Socket's score is calculated

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

Citation rate

13.0%

AI cites Socket on 13.0% of the questions where Socket's site shows up.

Citation rank

#2.8

When cited, Socket ranks #2.8 on average in AI's source list. Lower number means higher up.

Search-volume share

15.6%

Socket captures 15.6% of the search traffic across topics it could answer.

Search trend

-14%

Search demand for Socket's topics is down 14% over the last 3 months.

Citations

Where Socket gets cited in AI answers

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

socket.dev reddit.com pypi.org en.wikipedia.org tisunsolar.com linkedin.com AI answer
Competitors

How Socket compares to top competitors

Subcategory peers; see methodology for selection logic.

Visibility score (0–100)

JFrog 41
Chainguard 40
Sonatype 36
Socket 21
Brand Score Citation rate Cited / tracked Monthly volume
JFrog 41 37.0% 17 / 46 666
Chainguard 40 36.4% 4 / 11 225
Sonatype 36 31.0% 13 / 42 1,295
Socket 21 13.0% 16 / 123 2,179
Trend

20-month AI search visibility trend

Citation-weighted search volume over time.

Citation-weighted volume, Sep 2024 to Apr 2026
  1. Sep
  2. Oct
  3. Nov
  4. Dec
  5. Jan
  6. Feb
  7. Mar
  8. Apr
  9. May
  10. Jun
  11. Jul
  12. Aug
  13. Sep
  14. Oct
  15. Nov
  16. Dec
  17. Jan
  18. Feb
  19. Mar
  20. Apr
Sep 2024
61
Apr 2026
46
FAQs

Frequently asked questions

  • Is Socket cited in AI search?

    Yes, Socket is cited in AI search results, appearing in 16 out of 123 tracked queries.

  • What is Socket's AI visibility score?

    Socket has an AI visibility score of 21 out of 100.

  • What questions does AI cite Socket for?

    AI cites Socket for various questions, including topics like 'is tailwind css shutting down?' and 'what is replacing boto3?'

  • How does Socket compare to its competitors?

    Compared to its competitors, Socket has a lower AI visibility score than JFrog (41/100), Chainguard (40/100), and Sonatype (36/100).

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 →

Score weights

Citation rate 50%
Citation rank 25%
Volume share 20%
Search trend 5%

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