B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
26%
26% -- share of store revenue from personalized suggestions for e-commerce stores (2026)
Personalized product suggestions account for 26% of store revenue.
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Lighthouse Research Team
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Source verified
Evidence graded
Value
26%
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
adtrip.pl
Primary
Tier C
https://www.adtrip.pl/post/cross-selling-w-marketing-automation-dla-branzy-modowej-a-retencja ↗
Source Article
Cross-selling w marketing automation dla branży modowej a retencja. | Adtrip Blog - Adtrip
Spis treści
Rynek mody online rośnie w zawrotnym tempie. Zwiększanie kosztów pozyskania klienta sprawia, że samo przyciągnięcie ruchu na stronę przestało gwarantować rentowność. Właściciele sklepów i menedżerowie szukają sprawdzonych sposobów na maksymalizację wartości każdego zamówienia. W tym proc…
Original Research
adtrip.pl
· Original study ↗
Methodology
Market analyses cited without named source
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
e-commerce stores: 26% share of store revenue from personalized suggestions. Source: adtrip.pl (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/personalized-suggestions-revenue-share
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<blockquote cite="https://lighthousedata.io/data/personalized-suggestions-revenue-share" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>26%</strong> -- share of store revenue from personalized suggestions for e-commerce stores<br><small>Source: adtrip.pl (2026) · <a href="https://lighthousedata.io/data/personalized-suggestions-revenue-share" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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