B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
8x
8x -- marketing roi for AI chatbots (2026)
AI chatbots return $8 for every $1 invested (8:1 return ratio).
- Vendor-cited claim without cited primary research
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
8x
Unit
Ratio
Data Vintage
2026
Entity
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
revylio.com
Primary
Tier C
https://www.revylio.com/ ↗
Source Article
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Original Research
revylio.com
· Original study ↗
Methodology
Vendor-cited ROI benchmark; original study not identified
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
AI chatbots: 8x marketing roi. Source: revylio.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-chatbot-roi-8-to-1
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<blockquote cite="https://lighthousedata.io/data/ai-chatbot-roi-8-to-1" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>8x</strong> -- marketing roi for AI chatbots<br><small>Source: revylio.com (2026) · <a href="https://lighthousedata.io/data/ai-chatbot-roi-8-to-1" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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