CUSTOMER SUPPORT
Flag missing Loom walkthroughs from last week's repeat tickets
Runs weekly, clusters the past week's Zendesk how-to tickets by topic, checks which topics lack a Loom walkthrough.
How it runs
The automated pipeline, trigger to output.
- TriggerWeekly schedule
- ActionFetch past week's resolved how-to ticketsZendesk
- ActionCluster tickets into topics with volumeOpenAI
- ActionList existing Loom walkthroughsLoom
- LogicKeep uncovered topics above volume threshold
- OutputPost recording backlog to SlackSlack
What it does
This is the content-gap side of the walkthrough program. Each week it pulls resolved how-to tickets from Zendesk, clusters them by topic, and cross-references your existing Loom library. Topics with high ticket volume but no walkthrough video are ranked and delivered as a recording backlog, so you film the videos that will deflect the most tickets.
When to use it
Use it once your Loom-attach workflow is live and you want to grow coverage deliberately instead of guessing. It turns repeat tickets into a data-driven recording queue for your support content owner.
How it works
- 1A weekly schedule triggers the run.
- 2The workflow fetches the past week's resolved how-to tickets from Zendesk.
- 3OpenAI clusters them into recurring topics and counts volume per topic.
- 4It lists your existing Loom walkthroughs and marks which clustered topics already have coverage.
- 5A filter keeps only uncovered topics above a volume threshold.
- 6The ranked gap list is posted to a Slack channel for the content owner to action.
Set it up
What you configure once, before turning it on.
- 1Connect ZendeskTickets, queues, knowledge base.
- 2Connect OpenAIModels, embeddings, files.
- 3Connect LoomVideo transcripts, libraries.
- 4Connect SlackChannels, DMs, threads, mentions.
- 5Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 6Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 7Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.

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