B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
24.9%
24.9% -- brand leader vote share for Guardrails AI (2026-03)
Guardrails AI received 24.9% of votes for Market Leader in AI Guardrails Platforms.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
24.9%
Unit
Percentage
Data Vintage
2026-03
Entity
Sample Size
209
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
IT Brand Pulse
Primary
Tier A
https://itbrandpulse.com/guardrails-ai-guardrails-platforms-brand-leader-march-2026/ ↗
Source Article
Guardrails AI Voted AI Guardrails Platforms Brand Leader
209 AI developers voted in a category with a clear top vendor but a long tail of innovation. Here is what the results reveal about AI guardrails.
The March 2026 IT Brand Pulse AI Brand Leader survey asked 209 members of the AI developer community to vote for Market Leader and Intelligence & Innovati…
Original Research
IT Brand Pulse
· Original study ↗
Methodology
IT Brand Pulse AI Brand Leader survey of 209 AI developer community members voting on AI Guardrails Platforms
Methodology documented
Trend Over Time
| Period | Value | Change |
|---|---|---|
| 2026-03 (current) | 28.2% | |
| 2026-03 (current) | 24.9% | -11.7% |
Segmentation
Industrymarketing
Cite this stat
Plain Text
Guardrails AI: 24.9% brand leader vote share. Source: IT Brand Pulse (2026-03). Via Lighthouse Intelligence -- https://lighthousedata.io/data/guardrails-ai-market-leader-vote-share-2026
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<blockquote cite="https://lighthousedata.io/data/guardrails-ai-market-leader-vote-share-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>24.9%</strong> -- brand leader vote share for Guardrails AI<br><small>Source: IT Brand Pulse (2026-03) · <a href="https://lighthousedata.io/data/guardrails-ai-market-leader-vote-share-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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