B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
22.2%
22.2% -- self service question resolution rate for Sobot AI Solutions (2025)
Sobot AI Solutions achieves a 22.2% self-service question resolution rate.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
22.2%
Unit
Percentage
Data Vintage
2025
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Sobot
Primary
Tier B
https://www.sobot.io/article/ai-assistants-for-ecommerce-2025/ ↗
Source Article
Understanding AI Shopping Assistants in E-Commerce in 2025
AI shopping assistants have transformed the online shopping experience by delivering smart, interactive, and personalized solutions. Leveraging advanced technologies such as machine learning and natural language processing, these tools understand customer preferences and guide them to the ideal prod…
Original Research
Sobot
· Original study ↗
Methodology
Vendor-reported product performance
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Sobot AI Solutions: 22.2% self service question resolution rate. Source: Sobot (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/sobot-self-service-resolution-22-2
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<blockquote cite="https://lighthousedata.io/data/sobot-self-service-resolution-22-2" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>22.2%</strong> -- self service question resolution rate for Sobot AI Solutions<br><small>Source: Sobot (2025) · <a href="https://lighthousedata.io/data/sobot-self-service-resolution-22-2" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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