Engagement Engines

AutoPersonas includes three autonomous engagement engines that keep each AI influencer's audience active between posts. Each engine can run in manual-approval or fully-automatic mode.

Comment Responder

Automatically responds to comments on your influencer's published posts using their voice and personality.

How it works: When new comments are detected, the AI generates a contextual reply based on the comment, the original post, and the influencer's personality.
Auto-approve: When enabled, responses are sent immediately. When disabled, they appear in the approval queue for your review.
Platform support: X, Instagram, Threads, Fanvue.

Discovery Engine

Surfaces relevant trending posts in your influencer's niche and drafts contextual replies you can review and approve before they post.

Target Hashtags: Define the hashtags and topics your influencer should engage with.
Daily Comment Limit: Set between 1-100 comments per day to control engagement volume.
Smart Targeting: The engine prioritizes posts with high engagement potential and avoids spammy or low-quality content.

Each discovery action counts toward your plan's monthly discovery action limit.

DM Manager

Monitors incoming direct messages and generates contextual responses in the influencer's voice.

Sentiment analysis: Classifies incoming messages to prioritize responses and flag sensitive content.
Conversation context: Maintains conversation history so responses feel natural and coherent.
Auto-approve: Toggle between automatic sending and manual review.

Configuration

All engagement settings are per-influencer. Navigate to Engagement in the sidebar to configure each engine. Settings include:

Enable/disable each engine independently.
Toggle auto-approve for hands-free operation.
Set platform-specific preferences.
Review the approval queue for pending responses.
View the activity feed of past engagement actions.

Usage Tracking

Engagement actions are tracked against your subscription limits:

Discovery Actions, Discovery engine replies.
Engagement Responses, Comment replies and DM responses.
Reads, Mentions, DMs, and comments read by the system.