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Convert Fathom meeting transcripts to formatted Google Docs with AI summaries

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Converts Fathom transcripts into AI-summarized, formatted Google Docs.

n8nAI & LLMIntermediate👁 62 views
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Updated 2026-06-16

What this workflow does

This workflow receives Fathom meeting transcripts via webhook, validates content quality, and uses Google Gemini to generate structured summaries before saving a formatted document to Google Drive.

It is designed for individuals or teams using Fathom who want automated, cost-efficient AI processing of meeting notes into shareable Google Docs.

Who is this for?

Individuals and teams who use Fathom to record meetings and want automated, consistent documentation without manual formatting or note-taking.

What problem it solves

Manually turning Fathom transcripts into clean, structured Google Docs with summaries, decisions, and action items is time-consuming and inconsistent.

What it automates

Post-sales call documentation

Automatically creates a formatted recap with key objections, pricing discussions, and next-step tasks after every client call.

Weekly team sync archiving

Converts recurring stand-up or project sync transcripts into searchable Google Docs with decisions and owners listed.

Client onboarding reviews

Generates a polished summary document containing requirements, timelines, and action items right after discovery meetings.

How the workflow works

The 6 nodes in this automation, in order.

  1. 1HTTP RequesthttpRequest
  2. 2Google DrivegoogleDrive
  3. 3Codecode
  4. 4Basic LLM Chain@n8n/n8n-nodes-langchain.chainLlm
  5. 5Structured Output Parser@n8n/n8n-nodes-langchain.outputParserStructured
  6. 6Google Gemini Chat Model@n8n/n8n-nodes-langchain.lmChatGoogleGemini

Apps & integrations used

HTTP RequestGoogle DriveBasic LLM ChainStructured Output ParserGoogle Gemini Chat Model

How to set up Convert Fathom meeting transcripts to formatted Google Docs with AI summaries

  1. 1Import the workflow into n8n and activate the Webhook trigger node.
  2. 2Connect your Fathom account to send transcript data to the webhook URL.
  3. 3Configure the Google Gemini Chat Model node with your API key.
  4. 4Set up the Basic LLM Chain and Structured Output Parser to extract summary, key points, decisions, and action items.
  5. 5Add Google Drive credentials and configure the node that creates the formatted document from HTML.
  6. 6Test with a sample transcript that has at least three conversation turns.

How to customize this workflow

  • Swap Google Gemini for another supported chat model in the LLM Chain node.
  • Change the trigger from Webhook to a scheduled poll of a Fathom export folder.
  • Add a Slack or email node after document creation to notify stakeholders.
  • Adjust the Structured Output Parser schema to include extra fields like risks or follow-up dates.

Convert Fathom meeting transcripts to formatted Google Docs with AI summaries: pros & cons

Pros

  • +Works with Fathom free account
  • +Immediate webhook response prevents duplicate triggers
  • +Uses generous free Gemini tier
  • +Auto-deletes temporary HTML files

Cons

  • Requires intermediate n8n setup knowledge
  • Transcript must contain 3+ turns or it skips processing
  • Depends on Google Drive and Gemini API availability
Did you find this helpful?

Frequently asked questions

It receives Fathom transcripts via webhook, runs them through Gemini for structured analysis, and outputs a formatted Google Doc.

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