What AI says about Lightbeam
Data as of Oct 20, 2026Based on 10,701 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Lightbeam is a data security platform that uses an identity-centric approach to discover, classify, and protect sensitive data across cloud, SaaS, and on-premises environments.
<1%
across Lightbeam’s markets · since Jul 5
The market map
Data Privacy Compliance PlatformsMentioned in
- 1OneTrustMentioned in 85%Avg. position 19.2
- 2TrustArcMentioned in 53%Avg. position 25.0
- 3DataGrailMentioned in 46%Avg. position 19.6
- =4SecuritiMentioned in 40%Avg. position 4.7
- =4OsanoMentioned in 39%Avg. position 54.4
- 6BigIDMentioned in 32%Avg. position 23.2
- 7KetchMentioned in 27%Avg. position 5.4
- 8TranscendMentioned in 23%Avg. position 5.0
- =9UsercentricsMentioned in 10%Avg. position 5.8
- =9VantaMentioned in 9%Avg. position 17.3
- =11TermlyMentioned in 7%Avg. position 5.4
- =11MineOSMentioned in 7%Avg. position 69.6
- =11CookiebotMentioned in 7%Avg. position 6.5
- =11HubSpotMentioned in 6%Avg. position 46.7
Where Lightbeam ranks in AI
Lightbeam in AI’s own words
Question: What startups help companies automate privacy requests and data processing agreements?
Google AI ModeSep 11, 2026
LightBeam — Focuses on AI-driven data discovery and entity resolution.
Question: The problem is, data access is a free-for-all. What is the best data access governance tool for managing permissions at scale?
Google AI ModeJul 6, 2026
Lightbeam.ai: Highly recommended for mapping identity + access + sensitive data in one place, acting as a modern DSPM tool.
Question: I need a user-friendly tool to manage our GDPR data subject access requests (DSARs) from end-to-end.
Google AI ModeJul 6, 2026
LightBeam: Focuses on automating the entire DSAR process, including scanning structured and unstructured data across on-premises and SaaS environments to identify PII, providing a visual workflow for approvals, data discovery, and automated report generation.
Where AI mentions Lightbeam
Each engine’s share of its own answers across Lightbeam’s markets · since Jul 5
- ChatGPT Search<1%
- Google AI Mode<1%
A cited page to review
This page is cited in 5% of the answers that name Lightbeam.
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All-time evidence through 2026-09-11.
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Questions and answers
- Mentioned in
- I need a user-friendly tool to manage our GDPR data subject access requests (DSARs) from end-to-end.on this question2%
Excerpts where Lightbeam appeared in the AI's answer
Google AI ModeJul 6, 2026, Google AI Mode LightBeam: Focuses on automating the entire DSAR process, including scanning structured and unstructured data across on-premises and SaaS environments to identify PII, providing a visual workflow for approvals, data discovery, and automated report generation.
- What startups help companies automate privacy requests and data processing agreements?on this question2%
Excerpts where Lightbeam appeared in the AI's answer
Google AI ModeSep 11, 2026, Google AI Mode LightBeam — Focuses on AI-driven data discovery and entity resolution.
- The problem is, data access is a free-for-all. What is the best data access governance tool for managing permissions at scale?on this question2%
Excerpts where Lightbeam appeared in the AI's answer
Google AI ModeJul 6, 2026, Google AI Mode Lightbeam.ai: Highly recommended for mapping identity + access + sensitive data in one place, acting as a modern DSPM tool.
Sources AI cites
lightbeam.ai 40%Other sites 60%
- Owned40%
- DSPM Security, Privacy, & Data Access Governance | Lightbeam · 10% (opens in a new tab)
- Privacy at Scale with DSR & Consent Automation · 10% (opens in a new tab)
- Common Challenges and Mistakes when fulfilling DSRs (Data Subject Requests) · 10% (opens in a new tab)
- What is Data Security Posture Management (DSPM)? · 10% (opens in a new tab)
