Spam Flag Dashboard
4
discussions evidencing this problem
A semi-automated moderation interface that flags suspicious posts and comments for moderator review using linguistic patterns and community signals, reducing manual detection workload while preserving legitimate discussion.
4×
discussions evidencing this
4
pain statements
4
distinct people
4
communities
What a useful app would help with
It could help you work out:
- Flagged content queue ranked by confidence
- Moderation recommendation (remove/approve/review)
- Explanation of flags triggered
Based on post/comment text, community rules or guidelines, user report patterns.
Where the evidence comes from
A sample of the discussions behind this problem.
Why do so many legitimate questions in this community get removed without explanation?
r/shopify
I got frustrated with that, so I made this!
r/SideProject
Reddit use since AI has become mainstream
r/sysadmin
+ 1 more discussion in the complete analysis, with links to each.
Investigate this idea
Use this as a starting point. Narrow the audience or workflow, then check whether the evidence supports your version.
🔒 You're reading a preview
Sourced from r/shopify, r/SideProject and r/sysadmin. The complete analysis adds:
- The verbatim excerpts behind every pain statement
- The complete source-discussion list, with links to each
- The full set of capabilities people asked for
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