Automation library · Data collection

Audit websites from Telegram with OpenAI

Started by an incoming Telegram message, and works across Google Sheets and Telegram. It hands the judgement calls to OpenAI. 13 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: OpenAI

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13 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
2Services it connects to

The flow

Starts it 1Model 3Logic 5Service 4

The steps in the order they run, from what starts it.

  1. 1Receive Telegram messageTelegram triggerStarts it
  2. 2Chat modelLm Chat Open AiModel
  3. 3Output Parser - Audit fieldsOutput Parser StructuredModel
  4. 4Set configSetLogic
  5. 5Write the auditAgentModel
  6. 6Find a URL in the messageCodeLogic
  7. 7Format the replyCodeLogic
  8. 8Was a URL sent?IfLogic
  9. 9Log the auditGoogle SheetsService
  10. 10Fetch the websiteHttp RequestService
  11. 11Reply with helpTelegramService
  12. 12Reply with the auditTelegramService
  13. 13Strip the HTML down to textCodeLogic

How it's built

Starts on
An incoming Telegram message
Steps
13, with 1 branch
Size
Medium: a working afternoon
Connects to
Google Sheets, Telegram
Model
OpenAI

Questions

What does it need to run?

An n8n account, plus your own Google Sheets and Telegram accounts, and a key for OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on an incoming Telegram message.

Does it use AI?

Yes. It calls OpenAI. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 13 steps is enough that you should read each one before running it.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 13 steps before you point it at anything that matters.