B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
$2,000,000,000,000
$2,000,000,000,000 -- annual revenue lost to search abandonment for global retailers (2026)
Search abandonment costs retailers more than $2 trillion globally each year.
- Text specifies 'more than' $2 trillion
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
$2,000,000,000,000
Unit
Currency Usd
Data Vintage
2026
Entity
Geography
Global
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
Google Cloud and Harris Poll
Primary
Tier B
https://alhena.ai/blog/ecommerce-discovery-gap-ai-search-chat-recommendations/ ↗
Source Article
Why 72% of Shoppers Leave Without Finding What They Want
Original Research
Google Cloud and Harris Poll
· Original study ↗
Methodology
Google Cloud and Harris Poll research
Methodology documented
Segmentation
IndustryRetail
Company SizeAll sizes
RegionGlobal
Channelsearch
Cite this stat
Plain Text
global retailers: $2,000,000,000,000 annual revenue lost to search abandonment. Source: Google Cloud and Harris Poll (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/global-search-abandonment-cost-2t
HTML Embed
<blockquote cite="https://lighthousedata.io/data/global-search-abandonment-cost-2t" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>$2,000,000,000,000</strong> -- annual revenue lost to search abandonment for global retailers<br><small>Source: Google Cloud and Harris Poll (2026) · <a href="https://lighthousedata.io/data/global-search-abandonment-cost-2t" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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