B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
80%
80% -- query automation rate for Manawa (AI shopping assistant deployment) (2026)
Manawa automated 80% of customer inquiries using an AI shopping assistant.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
80%
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
Alhena AI
Primary
Tier C
https://alhena.ai/blog/ai-shopping-assistant-kpis-ecommerce-metrics/ ↗
Source Article
Set These AI Shopping Assistant KPIs Before You Launch
Original Research
Alhena AI
· Original study ↗
Methodology
Vendor-reported customer case study
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Manawa (AI shopping assistant deployment): 80% query automation rate. Source: Alhena AI (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/manawa-automation-rate-80
HTML Embed
<blockquote cite="https://lighthousedata.io/data/manawa-automation-rate-80" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>80%</strong> -- query automation rate for Manawa (AI shopping assistant deployment)<br><small>Source: Alhena AI (2026) · <a href="https://lighthousedata.io/data/manawa-automation-rate-80" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
Share
Related Statistics
Use this data in your work
Copy the citation, embed the widget, or explore thousands more verified marketing statistics -- all free.