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"- HypeAuditor / SociaVault / UpGrowth / Creator Hero / WizStudio / LiveReacting / Marketing Charts engagement-rate calculators (drawing on aggregate samples ranging from ~100,000 to 350,000 channels) converge on the following YouTube like-to-view ratio benchmarks for long-form content: - Platform-wide average: ~1–4% (varies by source and methodology; the most commonly cited figure is 3.75–4%). - "Strong" engagement: 5–7%. - "Exceptional" / top-decile: above 10%. - SociaVault's 2026 analysis of 75,000 channels found nano channels (1K–10K subs) averaged 5.23% engagement per view; macro channels (100K–500K) averaged 2.12%. - Niche-specific: gaming ~5.47%, education and tech-review channels in the 3–4% range, music as low as 1.87–2.28%."

From Canadian Independent Political YouTube and the "Algorithmic Suppression" Complaint: A Research Brief

Supports Fact · compass_artifact_wf-6e39babf-a97c-40d5-9927-0a2f85d750d1_text_markdown.md

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Position 802 · 752 characters (within the extraction window)

Extracted 25 September 2026

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