B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
95%
95% -- visitor drop off rate for ecommerce visitors (2026)
About 95% to 97% of ecommerce visitors leave without adding any item to their cart.
- Reported as an approximate range of 95–97%
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
95%
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
kirro.io
Primary
Tier C
https://kirro.io/ecommerce-cro-audit ↗
Source Article
Ecommerce CRO audit: 7-step checklist (2026)
An ecommerce CRO audit is a structured walkthrough of your store that finds exactly where you’re losing sales. Not vague “maybe try a different button color” advice. A real diagnostic process: check the numbers, spot the leaks, fix the ones that matter most.
Think of it like a doctor’s checkup for y…
Original Research
kirro.io
· Original study ↗
Methodology
Range 95-97%, midpoint used
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
ecommerce visitors: 95% visitor drop off rate. Source: kirro.io (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/visitors-leave-without-cart
HTML Embed
<blockquote cite="https://lighthousedata.io/data/visitors-leave-without-cart" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>95%</strong> -- visitor drop off rate for ecommerce visitors<br><small>Source: kirro.io (2026) · <a href="https://lighthousedata.io/data/visitors-leave-without-cart" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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