Proposals

Proposals are AI-scored content ideas that go through a curation workflow before entering the production pipeline. Proposals are channel-scoped and available to premium users only.

How It Works

1. Generation — the proposal-generate NATS worker analyzes trends, channel history, and audience signals to generate 5 scored proposals per run
2. Scoring — each proposal receives a 0-100 score based on weighted criteria (see below)
3. Review — browse proposals sorted by score, with trend signals and timeliness indicators
4. Decision — approve proposals to convert them into ideas, or reject to dismiss

Proposals appear under channels in the sidebar (not as a standalone section).

Proposal Fields

Each generated proposal includes:

• Title — the proposed video topic
• Hook — an attention-grabbing opening line
• Angle — the unique perspective or framing
• Score — AI confidence score (0-100)
• Reasoning — why this topic scored the way it did
• Content gap — what's missing in existing coverage of this topic
• Suggested angle — recommended approach for the channel
• Trend signals — what data points support this topic
• Timeliness — how time-sensitive the topic is
• Tags — topic tags for categorization

Scoring Criteria

The score (0-100) is a weighted composite:

Factor	Weight	Description
Trend momentum	40%	How strongly the topic is trending right now
Content gap	30%	How underserved the topic is in existing content
Topic alignment	20%	How well the topic fits the channel's themes
Timeliness	10%	How time-sensitive the opportunity is

TIP

Proposals require the premium Keycloak role (admin auto-qualifies). The proposal-generate worker is a fully implemented NATS consumer — not a stub.