B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Dated

13.4%

13.4% -- customer loyalty uplift from pre purchase online research for consumers who researched online before purchase (2021)

2021  · Singapore Management University

Consumers who conducted research online before making a purchase had 13.4% higher levels of customer loyalty compared to those who did not.

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Attribution: Singapore Management University View source
Lighthouse Research Team
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Source verified Evidence graded
Value
13.4%
Unit
Percentage
Data Vintage
2021
Entity
consumers who researched online before purchase
B
Strong, reliable evidence

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

60/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Singapore Management University Primary Tier B
https://martechasia.net/perspectives/a-blend-of-empathy-and-tech-will-future-proof-customer-support/ ↗
Confidence: 28/100 Vintage: 2021 Channel: Deep Crawl
Source Article
Empathy and tech will future-proof customer support team | MartechAsia
Take good care of your customer support teams and they will take great care of your customers. Profound changes in the human experience are influencing how consumers engage with brands and what they expect from these interactions. Consultancy firm Accenture has noted that human responses to the pand…
Original Research
Singapore Management University · Original study ↗

Singapore Management University report on customer satisfaction figures

Methodology documented
Industrymarketing
Plain Text
consumers who researched online before purchase: 13.4% customer loyalty uplift from pre purchase online research. Source: Singapore Management University (2021). Via Lighthouse Intelligence -- https://lighthousedata.io/data/online-research-customer-loyalty-13-4
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<blockquote cite="https://lighthousedata.io/data/online-research-customer-loyalty-13-4" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>13.4%</strong> -- customer loyalty uplift from pre purchase online research for consumers who researched online before purchase<br><small>Source: Singapore Management University (2021) · <a href="https://lighthousedata.io/data/online-research-customer-loyalty-13-4" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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