SUMMARIZATION
Cluster Zoom Sales-Call Objections into a Weekly Per-Rep Coaching Brief
After each Zoom sales call ends, transcribe and mine the objections raised, then once a week roll them up per rep into a Coda coaching brief that clusters recurring objection…
How it runs
The automated pipeline, trigger to output.
- TriggerZoom sales call recording completedZoom
- ActionFetch transcript and extract objections with verbatim quotesZoom
- LogicWeekly rollup: cluster objections per rep into themes
- ActionSummarize top clusters into a coaching brief with rebuttalsOpenAI
- OutputWrite per-rep coaching brief to CodaCoda
What it does
Turns the raw stream of Zoom sales-call transcripts into a structured, per-rep coaching artifact. It pulls every objection a prospect raised, groups them into recurring themes (price, timing, competitor, authority), and writes a weekly brief to Coda showing each rep their top objection clusters with the exact verbatim moments where they surfaced.
When to use it
Use when your sales managers do weekly 1:1 coaching and want evidence, not vibes. Instead of skimming call recordings, a manager opens one Coda page per rep and sees the patterns plus the quotes that prove them.
How it works
- 1A Zoom recording-completed event fires when a sales call finishes.
- 2The transcript is fetched and the AI extracts each objection with its verbatim quote and timestamp.
- 3A scheduled weekly pass groups the week's objections per rep and clusters them into themes by frequency and impact.
- 4The summarizer drafts a coaching brief: top three clusters, representative quotes, and one suggested rebuttal per cluster.
- 5The brief is written to a per-rep Coda doc, ready for the 1:1.
Set it up
What you configure once, before turning it on.
- 1Connect ZoomMeetings, recordings, transcripts.
- 2Connect CodaDocs, packs, automations.
- 3Connect OpenAIModels, embeddings, files.
- 4Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 5Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 6Test, 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.
Run this workflow in your colony.
14-day trial. No DevOps. No Sales call. Provisioned in under a minute.