Data Security / DLP

How visible is Nightfall AI in AI search?

4 / 23
AI citations
23
Tracked queries
262
Monthly search volume
First refresh Updated: May 20, 2026
Track your own AI visibility
27 out of 100
About

About Nightfall AI

Nightfall AI provides a data loss prevention (DLP) platform that uses machine learning to discover, classify, and protect sensitive data across cloud applications, data warehouses, and generative AI environments.

Category:
Data Security › DLP

Score breakdown

How Nightfall AI's score is calculated

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

Citation rate

17.4%

AI cites Nightfall AI on 17.4% of the questions where Nightfall AI's site shows up.

Citation rank

#1.8

When cited, Nightfall AI ranks #1.8 on average in AI's source list. Lower number means higher up.

Search-volume share

11.1%

Nightfall AI captures 11.1% of the search traffic across topics it could answer.

Search trend

-20%

Search demand for Nightfall AI's topics is down 20% over the last 3 months.

Citations

Where Nightfall AI gets cited in AI answers

Top 4 questions where AI cites Nightfall AI as a source, sorted by monthly volume.

nightfall.ai techtarget.com legalclarity.org fortinet.com feroot.com zengrc.com AI answer
Competitors

How Nightfall AI compares to top competitors

Subcategory peers; see methodology for selection logic.

Visibility score (0–100)

BigID 42
Immuta 38
Cyberhaven 32
Nightfall AI 27
Brand Score Citation rate Cited / tracked Monthly volume
BigID 42 42.3% 11 / 26 474
Immuta 38 33.3% 4 / 12 187
Cyberhaven 32 27.3% 15 / 55 894
Nightfall AI 27 17.4% 4 / 23 262
Trend

13-month AI search visibility trend

Citation-weighted search volume over time.

Citation-weighted volume, Feb 2025 to Feb 2026
  1. Feb
  2. Mar
  3. Apr
  4. May
  5. Jun
  6. Jul
  7. Aug
  8. Sep
  9. Oct
  10. Nov
  11. Dec
  12. Jan
  13. Feb
Feb 2025
14
Feb 2026
22
FAQs

Frequently asked questions

  • Is Nightfall AI cited in AI search?

    Yes, Nightfall AI is cited in AI search results, appearing in 4 out of 23 tracked queries.

  • What is Nightfall AI's AI visibility score?

    Nightfall AI has an AI visibility score of 27 out of 100.

  • What questions does AI cite Nightfall AI for?

    AI cites Nightfall AI for questions related to data loss prevention and sensitive data management, including queries like 'what is a level 4 merchant?' and 'what are the most common HIPAA violations result of?'

  • How does Nightfall AI compare to its competitors?

    Compared to its competitors, Nightfall AI has a lower visibility score, with Cyberhaven at 32, BigID at 42, and Immuta at 38.

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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