B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
$190
$190 -- average monthly online shopping budget increase for shoppers increasing online spend (2026)
Among shoppers who increase their online spend, monthly budgets rise by nearly $190 on average.
- Source states monthly budgets rise by 'nearly' $190 on average
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
$190
Unit
Currency Usd
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
bellavix.com
Primary
Tier C
https://www.bellavix.com/amazon-creative-agent-tariff-margin-pressure-ai-shopping-agents-and-temus-c… ↗
Source Article
Amazon Creative Agent, Tariff Margin Pressure, AI Shopping Agents, and Temu’s Cross Border Surge
Original Research
bellavix.com
· Original study ↗
Methodology
Shopper survey cited in article
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
shoppers increasing online spend: $190 average monthly online shopping budget increase. Source: bellavix.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/online-spend-budget-increase-190
HTML Embed
<blockquote cite="https://lighthousedata.io/data/online-spend-budget-increase-190" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>$190</strong> -- average monthly online shopping budget increase for shoppers increasing online spend<br><small>Source: bellavix.com (2026) · <a href="https://lighthousedata.io/data/online-spend-budget-increase-190" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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