B
Evidence Grade B
Graded
under review
Safe to Cite
Recent
67%
67% -- consumer expectation for personalized experiences for Consumers (2025)
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
67%
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
Adobe
Primary
Tier C
https://maukadigital.com/articles/technology-solutions/the-role-of-artificial-intelligence-in-person… ↗
Source Article
The Role Of Artificial Intelligence In Personalizing Customer Journeys – Digital Marketing Agency | Social Media, Web Development, Paid Ads | Mauka Digital
In the rapidly evolving world of e-commerce, the customer journey has become a focal point of success. As digital landscapes expand, understanding and optimizing every touchpoint in a customer’s interaction with a brand is crucial. Businesses no longer just sell products; they craft experiences that…
Original Research
Adobe
· Original study ↗
Methodology
Cited from Adobe; original methodology not stated in article
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Consumers: 67% consumer expectation for personalized experiences. Source: Adobe (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/consumers-expect-personalized-experiences-adobe
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<blockquote cite="https://lighthousedata.io/data/consumers-expect-personalized-experiences-adobe" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>67%</strong> -- consumer expectation for personalized experiences for Consumers<br><small>Source: Adobe (2025) · <a href="https://lighthousedata.io/data/consumers-expect-personalized-experiences-adobe" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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