B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
40%
40% -- customer engagement increase for Camping World AI virtual assistant (2026)
Camping World's AI virtual assistant increased customer engagement by 40% across platforms.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
40%
Unit
Percentage
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
ravenlabs.com.au
Primary
Tier C
https://ravenlabs.com.au/how-to-use-ai-for-business-operations-a-strategic-guide/ ↗
Source Article
How to Use AI for Business Operations: A Strategic Guide
AI for business operations is transforming how companies work and the numbers prove it. Routine tasks consume up to 70% of employees’ time, but artificial intelligence automates these workflows and frees your team to focus on strategic priorities. AI-driven chatbots manage customer inquiries around …
Original Research
ravenlabs.com.au
· Original study ↗
Methodology
US retail sector AI chatbot deployment result cited in article
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Camping World AI virtual assistant: 40% customer engagement increase. Source: ravenlabs.com.au (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/camping-world-ai-engagement-increase
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<blockquote cite="https://lighthousedata.io/data/camping-world-ai-engagement-increase" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>40%</strong> -- customer engagement increase for Camping World AI virtual assistant<br><small>Source: ravenlabs.com.au (2026) · <a href="https://lighthousedata.io/data/camping-world-ai-engagement-increase" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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