B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
53%
53% -- ai tool usage rate for Polish internet users (2025-09)
53% of Polish internet users report using AI-supported tools during the shopping process.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
53%
Unit
Percentage
Data Vintage
2025-09
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Gemius
Primary
Tier B
https://www.adtrip.pl/post/shopify-vs-shoper-dla-branzy-beauty-mozliwosci-marketingowe ↗
Source Article
Shopify vs Shoper dla branży beauty – możliwości marketingowe | Adtrip Blog - Adtrip
Spis treści
Prowadzenie sklepu z kosmetykami to ciągła walka o uwagę klienta i powtarzalność zakupów. Dla właścicieli sklepów, którzy chcą skalować sprzedaż bez proporcjonalnego wzrostu kosztów operacyjnych, marketing automation to dzisiaj konieczność, a nie opcja. Z tego tekstu dowiesz się, jak pla…
Original Research
Gemius
· Original study ↗
Methodology
Gemius report, September 2025
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Polish internet users: 53% ai tool usage rate. Source: Gemius (2025-09). Via Lighthouse Intelligence -- https://lighthousedata.io/data/polish-internet-users-ai-shopping-tools-2025
HTML Embed
<blockquote cite="https://lighthousedata.io/data/polish-internet-users-ai-shopping-tools-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>53%</strong> -- ai tool usage rate for Polish internet users<br><small>Source: Gemius (2025-09) · <a href="https://lighthousedata.io/data/polish-internet-users-ai-shopping-tools-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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