Content Generation
How Layers AI builds posts. Inputs, media types, and the generation-to-slot flow.
The Social Content layer turns your brand brief into ready-to-publish
posts. Find generated content at
/project/{projectId}/content/generated.
Inputs
The generator reads:
- Brand brief — name, description, voice, target audience (from project settings).
- Banned phrases — strict deny list.
- Reference posts — URLs you've pinned. The model studies pacing and hook structure.
- Media library — product shots, app screenshots, lifestyle, logo (from media settings).
- Influencers — synthetic personas for UGC remixes.
- Products — your product catalog.
Media types
content_containers.media_type is one of:
image— static image or a multi-image Instagram carousel.video— Instagram Reel or TikTok video, 9:16.slideshow— TikTok photo slideshow.
There is no separate YouTube, X, or LinkedIn media flow — generation targets Instagram + TikTok only.
Generation cadence
Generation is driven by the Social Distribution layer, not scheduled
independently. When generationMode = "automatic":
social-distribution-plancomputes how many slots are empty over the dynamic horizon (at least 3 days).- It calls
computeGenerationCountto derivegenerateCount = max(missingSlots - inFlight, 0). - Generation is kicked off for that count.
- New
content_containersattach to the earliest empty slot viaattach-to-schedule.
With generationMode = "manual" (the default on new installs) you
trigger generation yourself from the content tab.
Manual generation
Click Create new in the generated content tab. Pick the media type, optionally supply a reference asset or specific products/personas, and generate.
Reviewing drafts
Each generated container has a detail panel with media, caption, cost, and provenance (prompt, inputs, model).
Edit before publish
Inline editing of caption. For media changes, use Regeneration.
Approval gate
If the Social Distribution layer is in manual distributionMode, or
the scheduled post is in pending_manual status, you approve from the
scheduled-posts view before it publishes. See
Approval workflow.