B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
83%
83% -- engagement rate increase when personalized for AI-generated short video (2026)
AI-generated short videos achieve an 83% higher engagement rate when personalized to target audience segments.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
83%
Unit
Percentage
Data Vintage
2026
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://tagshop.ai/id/blog/short-form-video-stats-every-marketer-should-know/ ↗
Source Article
Statistik Video Pendek: Setiap Pemasar Harus Mengetahuinya
Statistik Video Pendek: Setiap Pemasar Harus Mengetahuinya
Video adalah bentuk konten online yang paling dominan. Dalam hal ini juga, video berdurasi pendek menjadi seperti makanan cepat saji di media digital, karena sangat adiktif, cepat dikonsumsi, dan hampir mustahil untuk diabaikan.
Konten video…
Original Research
Salesforce
· Original study ↗
Methodology
Attributed to Salesforce
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
AI-generated short video: 83% engagement rate increase when personalized. Source: Salesforce (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-personalized-video-engagement-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-personalized-video-engagement-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>83%</strong> -- engagement rate increase when personalized for AI-generated short video<br><small>Source: Salesforce (2026) · <a href="https://lighthousedata.io/data/ai-personalized-video-engagement-2026" 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.