B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
72%
72% -- consumer expectation personalization for consumers (2025)
72% of consumers expect brands to understand their individual needs.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
72%
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
Google/BCG
Primary
Tier C
https://insights.topkee.com.sg/dynamic/google-ads-ai-mistakes-avoid ↗
Source Article
Avoid Google Ads AI Mistakes and Boost ROI in 2025 | Topkee
Singapore
The marketing landscape is undergoing a seismic shift, with artificial intelligence (AI) emerging as the driving force behind this transformation. Google’s recent launch of generative AI tools for producing lifestyle imagery illustrates this transformation, allowing advertisers to create h…
Original Research
Google/BCG
· Original study ↗
Methodology
Google/BCG research as cited by article
Methodology documented
Trend Over Time
| Period | Value | Change |
|---|---|---|
| 2025 (current) | 66% | |
| 2025 (current) | 72% | +9.1% |
Segmentation
Industrymarketing
Cite this stat
Plain Text
consumers: 72% consumer expectation personalization. Source: Google/BCG (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/consumers-expect-brands-understand-needs
HTML Embed
<blockquote cite="https://lighthousedata.io/data/consumers-expect-brands-understand-needs" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>72%</strong> -- consumer expectation personalization for consumers<br><small>Source: Google/BCG (2025) · <a href="https://lighthousedata.io/data/consumers-expect-brands-understand-needs" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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