B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
94%
94% -- distribution from ai recommendations for Instagram (2025)
94% of Instagram distribution is driven by AI recommendations.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
94%
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
20
Independence
30
Methodology
45
Freshness
95
Source
virvid.ai
Primary
Tier C
https://virvid.ai/blog/Virvid-vs-creashort-ai-best-tool-tiktok-reels-2026 ↗
Source Article
Virvid vs Creashort AI: Best Tool for TikTok & Reels in 2026
Virvid vs Creashort AI: Best Tool for TikTok & Reels in 2026
Creashort automates everything including posting but carries a 40% one-star review rate with documented credit failures, while Virvid skips auto-posting entirely to preserve algorithmic trust but has minimal market validation.
Table of Con…
Original Research
virvid.ai
· Original study ↗
Methodology
Aggregator blog citing platform data
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Instagram: 94% distribution from ai recommendations. Source: virvid.ai (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/instagram-distribution-ai-recommendations
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<blockquote cite="https://lighthousedata.io/data/instagram-distribution-ai-recommendations" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>94%</strong> -- distribution from ai recommendations for Instagram<br><small>Source: virvid.ai (2025) · <a href="https://lighthousedata.io/data/instagram-distribution-ai-recommendations" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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