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

80%

80% -- viewing from ai recommendations share for Netflix (2023)

Name: Viewing From AI Recommendations Share Statistics
Creator: Lighthouse Intelligence
Published: 2026-10-05

2023 · engagepulse.io

80% of Netflix viewers' selections come from AI-driven recommendations.

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Attribution: engagepulse.io View source

Lighthouse Research Team

Last verified: 2026-10-05 · How we verify data →

Source verified Evidence graded

Value

80%

Unit

Percentage

Data Vintage

2023

Entity

Netflix

Evidence Quality

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

Score breakdown

Extraction

Source Trust

Citation Chain

Independence

Methodology

Freshness

Source

engagepulse.io Primary Tier C

https://engagepulse.io/2023/06/13/exploring-the-role-of-ai-in-marketing-automation/ ↗

Confidence: 55/100 Vintage: 2023 Channel: Deep Crawl

Source Article

Exploring the Role of AI in Marketing Automation

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Original Research

engagepulse.io · Original study ↗

Methodology

Netflix personalization figure cited in blog article without attribution to an original source

Methodology documented

Segmentation

Industrymarketing

Cite this stat

Plain Text

Netflix: 80% viewing from ai recommendations share. Source: engagepulse.io (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/netflix-ai-recommendation-views

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<blockquote cite="https://lighthousedata.io/data/netflix-ai-recommendation-views" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>80%</strong> -- viewing from ai recommendations share for Netflix<br><small>Source: engagepulse.io (2023) · <a href="https://lighthousedata.io/data/netflix-ai-recommendation-views" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>

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