Demand queue
42 searchesQueries with zero results waiting for generation.VG
Visugram
Demand-Driven Video Intelligence
B2B generative video operations
Visugram AI Platform
A search-first studio for catalog growth, demand mining, and remix-based video production. Inspired by editorial creative feeds, adapted for real business workflow.
Top videosZero-result queuePublished onlyRemix lineageMobile ready
Reusable assets
18 parent videosSeed content ready for remixing into new campaigns.Pipeline health
Secure local MVPBackend, frontend, and pgvector database aligned in Docker.Creative feed
Editorial discovery for business-grade video inventory
The feed mirrors an inspiration-driven browse experience, but every card is tied to metadata that your team can search, publish, and remix.
Observe demand
Every search is captured, and zero-result phrases become backlog signals for future generation.
Generate inventory
Teams can turn validated demand into reusable video assets enriched with prompts, seeds, and model metadata.
Remix winners
High-performing assets keep their lineage so new variants can inherit what already works in the market.
Mobile adaptation
Same signal-driven product story, compressed for touch-first browsing
The layout collapses into stacked cards, sticky actions, and wide tap targets so the discovery feed still feels intentional on phones.