B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
7.69%
7.69% -- abandoned cart email recovery rate for top 10% of stores (2026)
The top 10% of stores recover 7.69% of abandoned carts via abandoned cart emails.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
7.69%
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/conversion-funnel-optimization ↗
Source Article
Conversion Funnel Optimization: Stage-by-Stage Playbook
Conversion funnel optimization is finding where people drop out of your buying journey and fixing those spots. Stage by stage. Not all at once. Not by guessing. You measure each step, find the worst leak, test a fix, and repeat. It’s conversion rate optimization applied to each stage of your funnel.…
Original Research
kirro.io
· Original study ↗
Methodology
Klaviyo benchmarks cited
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
top 10% of stores: 7.69% abandoned cart email recovery rate. Source: kirro.io (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/abandoned-cart-recovery-top-7-69
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<blockquote cite="https://lighthousedata.io/data/abandoned-cart-recovery-top-7-69" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>7.69%</strong> -- abandoned cart email recovery rate for top 10% of stores<br><small>Source: kirro.io (2026) · <a href="https://lighthousedata.io/data/abandoned-cart-recovery-top-7-69" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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