B
Evidence Grade B
Graded
under review
Safe to Cite
Recent
30%
30% -- marketing roi improvement for AI-powered marketing strategies (2025)
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
30%
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
60
Independence
30
Methodology
45
Freshness
95
Source
Gartner
Primary
Tier C
https://aisoftwaresystems.com/blog/ai-tools-for-retail-business/ ↗
Source Article
AI Tools for Retail Business
Introduction to AI in Retail
Artificial Intelligence (AI) is revolutionizing the retail industry, offering businesses powerful tools to streamline operations, enhance customer experiences, and boost sales. From AI-driven chatbots and AI agents to predictive analytics and…
Original Research
Gartner
· Original study ↗
Methodology
Range 30-50%; cited from Gartner
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
AI-powered marketing strategies: 30% marketing roi improvement. Source: Gartner (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-marketing-roi-gartner
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<blockquote cite="https://lighthousedata.io/data/ai-marketing-roi-gartner" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>30%</strong> -- marketing roi improvement for AI-powered marketing strategies<br><small>Source: Gartner (2025) · <a href="https://lighthousedata.io/data/ai-marketing-roi-gartner" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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