Feature 01
Content examples
Teach the AI by showing real posts that match your style, pacing, and channel format.
- Great for teaching tone and phrasing quickly
- Learns from real published outputs
- Best when you already have strong reference posts
AI settings
Keep AI output aligned with your brand voice.
Start with a shared baseline, then combine content examples, manual configuration, and learning from your best-performing posts for consistent, publish-ready drafts.
Feature 02
Manual configuration
Define rules directly with explicit brand instructions, do-not-use terms, and output constraints.
- Great for strict compliance and naming rules
- Sets hard guardrails for every generated draft
- Best when consistency requirements are non-negotiable
Feature 03
Automatic learning
Liniest studies your best-performing posts and carries those winning patterns into future drafts automatically.
- Best-performing posts become teaching signals
- Brand voice updates automatically as stronger content emerges
- Manual rules and examples still stay in control
How they differ
Manual configuration vs content examples
Manual configuration
Rule-first control. You define exact instructions, banned terms, structure expectations, and guardrails.
Use this when legal, brand, or compliance constraints must always be enforced.
Content examples
Pattern-first guidance. You teach by example so AI mirrors tone, rhythm, and message style from real outputs.
Use this when you want fast quality improvements and a more natural brand voice match.
Next step
Set your AI baseline and publish with fewer revisions.
Start with manual rules, add example posts, and let AI learn from top-performing posts to keep every new draft sharper.