Online retail, product sourcing, storefronts and marketplace selling.
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Rihab Seb - eCommerce Coach
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Outlier score
This score was measured on Mon, 02 Nov 2026 05:09:49 GMT. Current view counts may differ.
4K views ÷ a 1.3K baseline = 3.0×. Compared with 34 earlier videos from the same channel, matching the format recorded at scoring time. Older-upload baseline: reference videos had at least as long to gain views. This comparison is not age-matched.
YouTube snapshot: Mon, 02 Nov 2026 08:23:02 GMT. Counters may have changed.
Read the methodologyGenerative AI & Agents
Channel-balanced percentile: 33
Comparison details
167 videos from 102 other channels, with each channel weighted equally. Same format and language, with 10,000–99,999 subscribers. Observed at 424 hours after publication, within ±48 hours.
This describes the collected sample, not all of YouTube. Updated Mon, 02 Nov 2026 09:04:59 GMT.
Niches & tags
Generative models, prompting, agents and AI tool capabilities.
Transcripts and detailed analytics are available for recent outlier Shorts up to three minutes. Research tools