B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
79%
79% -- ai agent necessity sentiment for UK retailers (2025)
79% of UK retailers state that AI agents are essential to compete.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
79%
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
Salesforce
Primary
Tier C
https://toptenaiagents.co.uk/blog/cfo-guide-ai-roi-uk-finance-directors-2026.html ↗
Source Article
The CFO's Guide to AI ROI: UK Finance Directors' Practical Framework for 2026
The CFO's Guide to AI ROI: UK Finance Directors' Practical Framework for 2026
Quick Summary
UK Finance Directors face 1.35x-1.50x salary multipliers due to 15% Employer NI and £39k median wages, making AI's £3k-£6k annual cost vs £34k+ human cost mathematically compelling for 2026 budgets.
Real UK i…
Original Research
Salesforce
· Original study ↗
Methodology
Cited from Salesforce UK Retail Trends 2025
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
UK retailers: 79% ai agent necessity sentiment. Source: Salesforce (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/uk-retailers-ai-agents-essential-79
HTML Embed
<blockquote cite="https://lighthousedata.io/data/uk-retailers-ai-agents-essential-79" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>79%</strong> -- ai agent necessity sentiment for UK retailers<br><small>Source: Salesforce (2025) · <a href="https://lighthousedata.io/data/uk-retailers-ai-agents-essential-79" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
Share
Use this data in your work
Copy the citation, embed the widget, or explore thousands more verified marketing statistics -- all free.