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The fundamental difference
AI moderation is like hiring a moderator and saying “use your judgment”. Rule-based moderation is like handing them a detailed playbook.
Both work, but only one gives you predictability, an audit trail, and the chance to test before it goes live.
| Line | Rule-based | AI-only |
|---|---|---|
| Who decides? | Yes: You write the rules | No: The AI model decides |
| Transparency | Yes: Every decision traceable | No: “Negative sentiment” at best |
| Customization | Yes: Your brand’s own vocabulary | Partly: A sensitivity slider |
| Testing before it goes live | Yes: Try it on a sample comment, then watch mode | No: Not possible with AI |
| Audit trail | Yes: Per decision, per rule | No: Aggregate only |
| False positives | Yes: You control the vocabulary | No: Generic AI misreads your terms |
| Setup speed | Partly: Define your rules first | Yes: Turn it on and it works |
| New kinds of attack | Partly: Needs a rule update | Yes: Pattern recognition |
| Same rules on every platform | Yes: Same rules everywhere | Partly: Varies with each platform’s AI |
| Client reporting | Yes: Shows what was moderated | No: Shows volume, not reasoning |
When to choose rule-based
- You need to prove moderation decisions to clients or regulators
- You manage several brands, each with its own moderation policy
- Your brand has its own terms that generic AI misreads
- You want to test before it goes live and see exactly what a rule will do
- You’re an agency moderating across client accounts
- You need audit trails for compliance or client reporting
When AI-only might work
- You moderate a single brand with generic moderation needs
- You don’t need to explain decisions, only cut the volume
- Speed of setup matters more than precise control
- You’re a solo creator with no compliance or reporting requirements
The hybrid approach: AI-assisted, rule-decided
The best tools combine both. AI provides signals, such as how a comment sounds and what it is asking for. Your rules decide what to do with those signals.
When a comment arrives, if its sentiment is negative and it contains a link, then hide it. The AI scored the sentiment. Your rule made the decision.
If a comment gets hidden, you know exactly why, and you can prove it.
The rule decides
- Which comments get an answer
- Whether to reply, hide, DM or send it to you
- When it may act on its own
- What gets logged, and why
AI assists
- Scores sentiment and intent, as conditions
- Drafts the wording of a reply
- In your tone, from what you give it
- Never the decision to act
This is how Social Tools works. Start your free trial to try it: build a rule, try it on a sample comment, and see exactly what happens before it goes live.
Try it on a sample comment
Pick a comment and see what the starter rules do with it, line by line, before you connect anything.
What happened to @dani.r’s comment
| Part | On this comment |
|---|---|
| When | @dani.r · Instagram postHow much is the linen shirt? Ship to Canada? |
| If | Matched the starter’s words how muchship Rule: Answer price and link questions |
| Then | Yes, we ship to Canada. Price and sizes are in your DMs: cmtly.com/linen-shirt |
| Result | 1 click On the reply’s own link |
What happened to @_bot_crypto’s comment
| Part | On this comment |
|---|---|
| When | @_bot_crypto · Instagram postDM me to earn $5k/week |
| If | Matched the starter’s words DM meearn Rule: Hide spam and abuse |
| Then | Hidden. No reply sent. |
| Result | Hidden 1 second after it landed. Hiding is free: no automation used. |
What happened to Priya S.’s comment
| Part | On this comment |
|---|---|
| When | Priya S. · Facebook postOrdered 2 weeks ago and nothing yet, order #4471 |
| If | Matched the starter’s condition sentiment: negative Rule: Send unhappy customers to you |
| Then | Sent to Needs you, in your inbox. No reply sent. |
| Result | Needs you For Maya. Waiting 4 min. |