Thousands of short videos in. Decisions out.
SocialLens watches short-form video at scale — TikTok, Reels, Shorts — and distills what people actually think: the drivers behind sentiment, the momentum, the voices, and the clip-level receipts to prove every insight.
01 · Sentiment drivers
What is driving sentiment
Each driver is mined from the clips themselves — impact on the overall score, volume of mentions, and the crowd's verdict. Click a driver to pull its receipts on the evidence wall below; click again to clear.
02 · Momentum
How it moves over time
Weekly mention volume with the sentiment score overlaid. Hover the chart — or tab through the weeks — for exact values.
03 · Landscape
Where it lives & who wins
The platform mix tells you where to publish; share of voice tells you who owns the conversation — and whether volume comes with love.
Platform split
Competitive benchmark
04 · Audience
Who is talking
The creator voices behind the numbers, clustered by behavior — each with the line that sums them up.
05 · Receipts
The evidence wall
Every insight above links back to real clips. Select a driver in section 01 — or browse the full wall.