B Evidence Grade B Graded under review Safe to Cite Current

13%

13% -- share of churned customers citing low product quality for Polish enterprises customers (2026)

2026  · Forum Research / Swedish Post Office / McGraw-Hill Research / EFQM

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Attribution: Forum Research / Swedish Post Office / McGraw-Hill Research / EFQM View source
Lighthouse Research Team
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Source verified Evidence graded
Value
13%
Unit
Percentage
Data Vintage
2026
Entity
Polish enterprises customers
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Forum Research / Swedish Post Office / McGraw-Hill Research / EFQM Primary Tier C
https://biz.booksy.com/pl-pl/blog/jak-poprawic-jakosc-obslugi-w-salonie ↗
Confidence: 48/100 Vintage: 2026 Channel: Common Crawl
Source Article
Jak poprawić jakość obsługi w salonie?
Original Research
Forum Research / Swedish Post Office / McGraw-Hill Research / EFQM · Original study ↗

Attributed to research by Forum Research, Swedish Post Office, McGraw-Hill Research, EFQM

Methodology documented
Industrysaas
Plain Text
Polish enterprises customers: 13% share of churned customers citing low product quality. Source: Forum Research / Swedish Post Office / McGraw-Hill Research / EFQM (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/respondenci-wskazali-niska-jakosc-produktow-13
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<blockquote cite="https://lighthousedata.io/data/respondenci-wskazali-niska-jakosc-produktow-13" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>13%</strong> -- share of churned customers citing low product quality for Polish enterprises customers<br><small>Source: Forum Research / Swedish Post Office / McGraw-Hill Research / EFQM (2026) · <a href="https://lighthousedata.io/data/respondenci-wskazali-niska-jakosc-produktow-13" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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