B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
74%
74% -- consumer frustration with unpersonalized offers for consumers (2025)
74% of surveyed users feel frustration when they encounter an unpersonalized offer.
- Original survey source not specified in the text
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
74%
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-dla-fashion-na-black-friday-a-cross-selling ↗
Source Article
Marketing automation dla fashion na Black Friday a cross-selling | Adtrip Blog - Adtrip
Spis treści
Zbliża się okres największych wyprzedaży w roku, a twój sklep odzieżowy znowu zginie w gąszczu krzykliwych promocji konkurencji. Wrzucanie całego asortymentu na płaską przecenę to najprostsza droga do przepalenia marży i przyzwyczajenia klientów do kupowania wyłącznie najtańszych rzeczy.…
Original Research
adtrip.pl
· Original study ↗
Methodology
Original survey source not named
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
consumers: 74% consumer frustration with unpersonalized offers. Source: adtrip.pl (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/frustration-unpersonalized-offers
HTML Embed
<blockquote cite="https://lighthousedata.io/data/frustration-unpersonalized-offers" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>74%</strong> -- consumer frustration with unpersonalized offers for consumers<br><small>Source: adtrip.pl (2025) · <a href="https://lighthousedata.io/data/frustration-unpersonalized-offers" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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