Generic AI writes posts. Magnetiq learns what should be published.

Most AI social tools stop at prompt templates and scheduling. Magnetiq keeps the approval, feedback, comments, and analytics loop in one system so each brand gets safer over time.

Workflow	Generic AI scheduler	Magnetiq
Brand onboarding	Manual prompts and static personas.	Website crawl, voice distillation, samples, and rated examples.
Review	Approve or rewrite one post at a time.	Queue triage, reason chips, signed email actions, and learned gates.
Automation	Usually a switch.	Trust ramp after enough accepted work and stable approval rates.
Learning	Manual prompt edits.	Metrics, regret feedback, comments, and weekly learning reports.