Jockey by TwelveLabs

Exceptional signal

Your entire video library: organized, searchable, understood

Launched 9h ago

Signal

Velocity

What this means

47%Mid-tier finish likely.

Projecting attention of 251 by end of day-1.

Prediction

Top-5 finish probability

47%

today

Projected end-of-day votes

251range 188–339

Trajectory

stable

Not enough snapshots yet to detect trajectory.

About

Jockey is the first AI that understands your entire media library across photos and video. It analyzes thousands of hours of footage so you can find and connect people, moments and context across videos. Use it in Claude or ChatGPT, or build with the API/SDK. Ingest YouTube, TikTok and Instagram Reels links; assemble content into MP4s; and create and share video-driven artifacts with playable clips. Every TwelveLabs model upgrade makes Jockey better, without re-integration.

AI Summary

Jockey by TwelveLabs is an AI tool that organizes and analyzes video and photo libraries, enabling users to search and connect content based on people, moments, and context. It supports integration with platforms like YouTube and TikTok, and offers an API/SDK for custom applications.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement14

Discussion per unit of attention

Editorial read

Scored deterministically. Only candidates that fire a story trigger are sent to a model, so this one has no written angle.

ThinLittle evidence and no strong angle. Nothing to build on yet.

135/8

Timeliness5%100

carried 7%

Novelty15%39

carried 20%

Trend20%34

carried 27%

Business15%16

carried 20%

Story20%0

carried 27%

Not measured · 3 of 8

Revenue10%—

Founder10%—

Cross-platform5%—

Gaps in our data, not findings about the product. Their weight is redistributed across the 5 we did measure.

measuredmeasured, zeronot measured

Full audit →

Signal sources

3 of 6 active

Launch tracking2 readings since we picked it up
AI analysisAI Agents
Comment intelligencethread not yet analysed
Outside discussionnot checked — domain is a storefront or shared
Revenue signalsno match on this domain
Editorial scoring23% evidence coverage

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.