CHATBOTS

Weekly digest of Discord questions your Intercom help center can't answer

Runs on a schedule, reviews the week's escalated Discord questions, clusters the ones with no matching Intercom article.

CategoryChatbots
Enginesim
Difficultyintermediate
Triggerschedule
Steps6
Setup~15 min

How it runs

The automated pipeline, trigger to output.

  • TriggerWeekly schedule fires
  • ActionPull week's escalated Discord questionsDiscordDiscord
  • ActionConfirm article gaps in IntercomIntercomIntercom
  • ActionCluster gaps + draft article outlines (OpenAI)OpenAI
  • OutputPost content-gap digest to DiscordDiscordDiscord
  • OutputOpen Front conversation to assign doc workFront

What it does

Closes the loop between support and documentation. Instead of just escalating unanswerable questions, it analyzes the week's misses, groups similar ones, and tells your team exactly which help-center articles are missing or weak — ranked by how often members hit the gap.

When to use it

Use it when your Discord bot keeps escalating the same kinds of questions and you want a recurring, data-backed to-do list for improving Intercom content. Great for a weekly support-and-docs review.

How it works

  1. 1A weekly schedule triggers the flow.
  2. 2It pulls the past week's escalated/unresolved questions logged from the Discord support bot.
  3. 3For each, it checks Intercom to confirm whether a relevant article actually exists.
  4. 4OpenAI clusters the true gaps into themes and drafts suggested article titles and outlines, ranked by frequency.
  5. 5A digest message is posted to the team's Discord ops channel.
  6. 6A Front conversation is opened with the ranked gap list so documentation work can be assigned and tracked.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect DiscordCommunity channels + voice + bots.
  2. 2
    Connect IntercomConversations, contacts, articles.
  3. 3
    Connect OpenAIModels, embeddings, files.
  4. 4
    Connect FrontShared inbox, conversations.
  5. 5
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  6. 6
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  7. 7
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

Run this workflow in your colony.

14-day trial. No DevOps. No Sales call. Provisioned in under a minute.