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

73%

73% -- customers expecting personalized understanding for customers (2023)

2023  · Salesforce

73% of customers expect companies to understand their unique needs and expectations.

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Attribution: Salesforce View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
73%
Unit
Percentage
Data Vintage
2023
Entity
customers
Geography
Global
B
Strong, reliable evidence

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

61/100 confidence

Single source - not yet corroborated

Extraction
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Salesforce Primary Tier A
https://www.darkroomagency.com/observatory/how-ai-is-quietly-reshaping-retention-marketing-agencies-… ↗
Confidence: 57/100 Vintage: 2023 Channel: Deep Crawl
Source Article
How AI Is Reshaping Retention Marketing Agencies
RETENTION MARKETING How AI Is Quietly Reshaping Retention Marketing Agencies' Operations Written by Darkroom leardership TL;DR AI is not coming in and wiping out retention teams. What it is doing, quietly, is changing how the work gets done. A lot of the manual effort that used to define lifecycle m…
Original Research
Salesforce · Original study ↗

Salesforce 'State of Marketing' report, 2023

Methodology documented
IndustryRetail RegionGlobal RoleAll marketers
Plain Text
customers: 73% customers expecting personalized understanding. Source: Salesforce (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/customers-expect-personalization-2023-salesforce
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<blockquote cite="https://lighthousedata.io/data/customers-expect-personalization-2023-salesforce" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>73%</strong> -- customers expecting personalized understanding for customers<br><small>Source: Salesforce (2023) · <a href="https://lighthousedata.io/data/customers-expect-personalization-2023-salesforce" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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