Moderation Queue

The moderation queue is where you review AI-generated comments before they're posted to Facebook. Think of it as your inbox for engagement opportunities.

Layout overview

The Posts page has two panels:

  • Left sidebar — lists your groups with post counts. Click a group to filter posts.
  • Main panel — shows post cards with their AI-generated comments and actions.

Understanding post cards

Each post card shows:

  • Author and timestamp of the original Facebook post
  • Post content — the text of the Facebook post (expandable if long)
  • Relevance score — color-coded badge showing how relevant the post is to your brand (green = high, yellow = medium, red = low)
  • Topic/intent — what the AI identified as the post's topic
  • Generated comment — the AI-created reply, with its confidence score
  • Action buttons — approve, reject, regenerate, or delete

Comment statuses

Pending review — waiting for your approval
Approved — ready to be posted to Facebook
Posted — successfully posted to Facebook
Rejected — you decided not to post this comment

Filtering and sorting

Use the filter bar at the top to narrow down your view:

  • Status filter — show all, pending, approved, posted, or rejected
  • Group filter — click a group in the sidebar to show only its posts
  • Sort — by newest, oldest, highest relevance, or lowest relevance
  • Search — free-text search across post content and author names

Bulk actions

Select multiple posts using the checkboxes, then use bulk actions to process them quickly:

  • Bulk approve — approve all selected comments at once
  • Bulk generate — regenerate AI comments for selected posts
  • Bulk delete — remove selected posts and their comments

Auto-approval

If a generated comment has a confidence score that meets or exceeds your auto-approval threshold(set in Automation Settings), it's automatically approved without needing manual review.

Auto-approved comments are marked with a badge so you can easily identify them. You can still reject or edit them before they're posted.

Tip:Start with a high auto-approval threshold (80-90) so you review most comments. Once you're confident in the AI quality, lower it to speed up your workflow.

Real-time updates

The moderation queue updates in real time. When automation is running, new posts and comments appear automatically without needing to refresh the page. If a comment is posted or its status changes, you'll see the update immediately.

Recommended workflow

  1. Run automation (full or scrape + process)
  2. Go to the Posts page
  3. Filter by Pending review
  4. Review each comment — approve good ones, reject bad ones
  5. Run Post Comments from the Automation page to push approved comments to Facebook

As you get comfortable, enable auto-approval and auto-posting to make the whole process hands-free.