Built from 10,000+ analyzed TikTok and Instagram videos. Useful whether you use The Content Labs or not.
We analyzed every TikTok, Reel, and Short our creators posted in Q1 2026. Instagram beat TikTok on engagement, longer videos crushed shorter ones, and Greenscreen ate the format wars. Full data, no fluff.
May 2, 2026
We analyzed every TikTok, Reel, and Short our creators posted in Q1 2026. Instagram beat TikTok on engagement, longer videos crushed shorter ones, and Greenscreen ate the format wars. Full data, no fluff.
We pulled every TikTok and Reel posted in the last 30 days and tagged the hook on each one. Here's what's actually pulling engagement heading into May 2026, what's cooling off, and the formulas climbing fastest.
We compared 500 profane scripts to 3,265 clean scripts. Profane videos hit 1M views less than half as often. The biggest clean video got 69.8M views. The biggest profane video maxed at 5.5M. The cussing ceiling, in numbers.
We analyzed comment-to-view ratios across 10,761 short-form videos. Comment rate goes DOWN as views go up. Politics videos provoke 3x the discussion of Health videos despite Health getting more reach. The hooks and niches that get talked about are not the ones that get watched.
We read every word of 3,633 transcripts and split them by view tier. Mega-viral scripts use longer sentences, ask 60% more questions, and swear half as much as long-tail content. Plus a first-word leaderboard: the openers most likely to break 100K (and the ones that bury you).
We bucketed 10,226 short-form videos into 16 topic niches and ranked them by % of videos crossing 100K views. Food, Health, and Sports dominate. Real Estate, Productivity, and Tech are the hardest niches to break out in. Full topic leaderboard with example videos.
We sliced 10,042 short-form videos into three view tiers and compared what changes as videos scale from the long tail into the viral tier. Investigator hooks scale steadily. Trust/utility content collapses. Talking Head loses share at the top. Full data study.
We analyzed 7,431 short-form videos across TikTok, Instagram, and YouTube. Face-on-camera content owns 1,345 of the 1,598 viral hits over 100K views (84%). The full breakdown of where faceless still wins, why the average is misleading, and which hooks lose the most when you take the face out.
We counted the hashtags in 10,001 TikTok and Instagram videos and tracked their views. The 30-hashtag advice is wrong on both platforms. The real answer is closer to zero.
We analyzed 5,354 TikTok and Instagram videos to test whether on-screen text actually moves views vs spoken hooks alone. The gap is 14x at the median. Here's the full breakdown by platform and format.
We analyzed 3,600 TikTok videos across 6 niches to find the best posting times for each one. Real data, not recycled advice. Every niche has a different peak window, but they all overlap at one time.
Every TikTok and Instagram guide in 2026 lists 10+ best practices. We AI-audited 4,893 videos and measured which violations actually correlate with fewer views. Only two rules move views at scale. The rest are noise, and one of them (keep it short) is flat wrong.
Connect TikTok and Instagram. The Content Labs runs the same audits you've been reading about across every video on your account, then writes a 30-day calendar with hooks and scripts built from what's actually winning in your niche.
47,598 creators·No credit card required·60 seconds