B
Evidence Grade B
Graded
under review
Safe to Cite
Current
5
5 -- purchase intention mean score for Proactive chatbot strategies (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
5
Unit
Score
Data Vintage
2026
Entity
Sample Size
583
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
alhena.ai
Primary
Tier B
https://alhena.ai/blog/ai-ab-testing-ecommerce/ ↗
Source Article
AI A/B Testing for Ecommerce: The Practitioner's Guide
Original Research
alhena.ai
· Original study ↗
Methodology
Controlled study of 583 participants
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Proactive chatbot strategies: 5 purchase intention mean score. Source: alhena.ai (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/proactive-chatbot-purchase-intention-5-07
HTML Embed
<blockquote cite="https://lighthousedata.io/data/proactive-chatbot-purchase-intention-5-07" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>5</strong> -- purchase intention mean score for Proactive chatbot strategies<br><small>Source: alhena.ai (2026) · <a href="https://lighthousedata.io/data/proactive-chatbot-purchase-intention-5-07" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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