B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
90%
90% -- share preferring mobile apps or responsive panels for Polish loyalty program participants (2025)
90% of Polish loyalty program participants prefer using mobile apps or responsive panels in online stores.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
90%
Unit
Percentage
Data Vintage
2025
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/marketing-automation-w-branzy-pet-a-programy-lojalnosciowe-w-q4 ↗
Source Article
Marketing automation w branży Pet a programy lojalnościowe w Q4 | Adtrip Blog - Adtrip
Spis treści
Prowadzisz e-commerce zoologiczny i obserwujesz szybki wzrost kosztów pozyskania klienta. Zwłaszcza w gorącym okresie czwartego kwartału marże spadają przez rosnące stawki reklamowe. Odpowiednio wdrożony marketing automation pozwala zapanować nad tym chaosem, zatrzymać kupujących na dłuż…
Original Research
adtrip.pl
· Original study ↗
Methodology
Cited as Polish market data
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Polish loyalty program participants: 90% share preferring mobile apps or responsive panels. Source: adtrip.pl (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/loyalty-members-mobile-preference-90pct
HTML Embed
<blockquote cite="https://lighthousedata.io/data/loyalty-members-mobile-preference-90pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>90%</strong> -- share preferring mobile apps or responsive panels for Polish loyalty program participants<br><small>Source: adtrip.pl (2025) · <a href="https://lighthousedata.io/data/loyalty-members-mobile-preference-90pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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