B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Dated
7 hours
7 hours -- purchase research time for Hong Kong shoppers (2023)
Hong Kong shoppers spend 7 or more hours researching purchases due to information overload and disinformation.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
7 hours
Unit
Duration Hours
Data Vintage
2023
Entity
Geography
APAC
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
insights.topkee.com.sg
Primary
Tier C
https://insights.topkee.com.sg/dynamic/ai-google-ads-ecommerce-marketing ↗
Source Article
AI-Powered Google Ads Boost E-Commerce Sales | Topkee
Singapore
The global e-commerce market is projected to grow by 10.4% in 2023, signaling a continued shift toward digital shopping. However, with increasing competition, brands must leverage AI-powered advertising to stand out. Google Ads, enhanced by artificial intelligence, offers sophisticated too…
Original Research
insights.topkee.com.sg
· Original study ↗
Methodology
Figure cited without named source
Methodology documented
Segmentation
IndustryRetail
RegionAPAC
Cite this stat
Plain Text
Hong Kong shoppers: 7 hours purchase research time. Source: insights.topkee.com.sg (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/hk-shoppers-research-hours
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<blockquote cite="https://lighthousedata.io/data/hk-shoppers-research-hours" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>7 hours</strong> -- purchase research time for Hong Kong shoppers<br><small>Source: insights.topkee.com.sg (2023) · <a href="https://lighthousedata.io/data/hk-shoppers-research-hours" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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