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Troubleshooting & Optimization Guide for AI Replies

Use this guide to quickly fix issues with AI replies and optimize performance over time.

Updated over 2 weeks ago

Available for Agent+ plan only

If Replies Aren’t Accurate

  • Check the source: Look at the “Knowledge used to generate this reply” under the draft.

    • If it pulled from the wrong page → uncheck or remove that page from Knowledge.

    • If the right content wasn’t available → add it as a snippet.

  • Confirm knowledge sync: Make sure your help center or website source shows as Synced in the Knowledge tab.


If Replies Sound Generic

  • Prompts may be too vague: Refine tone, add Do’s and Don’ts, and fill in Additional Details.

  • Enable post analysis: Turn on “Use AI post analysis as context” in your prompt to ground replies in the actual post.

  • Turn on knowledge grounding: Connect your help center or product pages so replies include real information.


If Replies Use the Wrong Tone

  • Check which prompt was triggered: If advanced defaults are enabled, the wrong prompt may have matched the filter. Adjust your filters.

  • Update the prompt: Add explicit rules (e.g., “Don’t use emojis in complaint replies”).


If Workflows Aren’t Drafting Replies

  • Check workflow status: Go to Control Panel > Workflows and confirm it’s active.

  • Verify filters: If filters are too strict (e.g., sentiment + keyword + tag), the workflow may never trigger.

  • Confirm prompt selection: Each reply workflow needs a specific AI prompt selected.


If Volume Is Overwhelming

  • Batch approve: Use the Ready for Send section to approve up to 25 pre-drafted replies at a time.

  • Batch reply: Generate 25 AI replies in one action from the To Review tab.

📌 See:


Continuous Optimization

  • Iterate on prompts: Every time you see a weak reply, add the correction as a Do, Don’t, or snippet.

  • Prune knowledge: Remove irrelevant or generic pages (like privacy policies) so they don’t confuse the AI.

  • Expand workflows: Start with common FAQs, then add new workflows for campaigns, product launches, or regions.

💡 Pro tip: Treat this as a feedback loop. Every small adjustment compounds, making your AI faster, sharper, and more on-brand over time.

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