B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Current

8%

8% -- spam flag rate for AI-written email (2026)

2026  · Ziellab

AI-written emails have an approximate 8% spam-flag rate.

  • Approximate figure (~8%) compared against ~3% for human-written emails
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Attribution: Ziellab View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
8%
Unit
Percentage
Data Vintage
2026
Entity
AI-written email
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Ziellab Primary Tier C
http://alleyoop.io/ai-sdr-or-repackaged-spam/ ↗
Confidence: 48/100 Vintage: 2026 Channel: Common Crawl
Source Article
AI SDR or Repackaged Spam? 7 Warning Signs Before You Buy the Robot
Original Research
Ziellab · Original study ↗

Per Ziellab, 2026; human-written baseline 3%.

Methodology documented
Industrymarketing
Plain Text
AI-written email: 8% spam flag rate. Source: Ziellab (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-email-spam-flag-rate
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-email-spam-flag-rate" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>8%</strong> -- spam flag rate for AI-written email<br><small>Source: Ziellab (2026) · <a href="https://lighthousedata.io/data/ai-email-spam-flag-rate" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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