B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
45%
45% -- share of consumers reporting declining purchasing power for Polish consumers (2025)
45% of Poles openly declare a noticeable decline in purchasing power.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
45%
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
AboutMarketing
Primary
Tier C
https://www.adtrip.pl/post/newsletter-w-sklepie-z-moda-jak-personalizacja-i-cross-selling-zwiekszaja… ↗
Source Article
Newsletter w sklepie z modą: jak personalizacja i cross selling zwiększają wartość koszyka [case study] | Adtrip Blog - Adtrip
Spis treści
- Newsletter w branży fashion - dlaczego stary model już nie działa?
- Polska jako 6. rynek modowy w Europie - kontekst makro
- Owned Media kontra uzależnienie od płatnych kanałów
- Luka rynkowa: brak twardych danych o AOV
- Mechanizmy zwiększania wartości koszyka: Cross-selling i próg d…
Original Research
AboutMarketing
· Original study ↗
Methodology
Survey by AboutMarketing cited
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Polish consumers: 45% share of consumers reporting declining purchasing power. Source: AboutMarketing (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/polish-consumers-purchasing-power-decline
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<blockquote cite="https://lighthousedata.io/data/polish-consumers-purchasing-power-decline" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>45%</strong> -- share of consumers reporting declining purchasing power for Polish consumers<br><small>Source: AboutMarketing (2025) · <a href="https://lighthousedata.io/data/polish-consumers-purchasing-power-decline" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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