Automation library · Content

Route and analyze customer feedback with Qwen3-VL and Tally

Started by an event in a connected app, and works across Discord and Postgres. It hands the judgement calls to OpenAI. 26 steps, 2 branches: large, and worth reading before you trust it with anything live.

LargeCalls a model: OpenAI

Download free
26 stepsLarge: read it before trusting it with anything live
2Branches: places the flow splits
0Loops or waits
2Services it connects to

The flow

Starts it 1Model 9Logic 13Service 3

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

  1. 1Tally TriggerTally triggerStarts it
  2. 2Routing LLMLm Chat Open AiModel
  3. 3Sentiment LLMLm Chat Open AiModel
  4. 4Sentiment ParserOutput Parser StructuredModel
  5. 5Classification LLMLm Chat Open AiModel
  6. 6Classification ParserOutput Parser StructuredModel
  7. 7Route ParserOutput Parser StructuredModel
  8. 8Field MappingSetLogic
  9. 9Decision LogicChain LlmModel
  10. 10Sentiment AnalysisChain LlmModel
  11. 11Text ClassificationChain LlmModel
  12. 12IfIfLogic
  13. 13AI Results MergeMergeLogic
  14. 14Channel RouterSwitchLogic
  15. 15Fetch ImageHttp RequestService
  16. 16Empty Keywords HandlerSetLogic
  17. 17Data AggregationAggregateLogic
  18. 18#general-inquiriesSetLogic
  19. 19#happy-customersSetLogic
  20. 20#support-urgentSetLogic
  21. 21Image Keyword ExtractionCodeLogic
  22. 22Image Results MergeMergeLogic
  23. 23Save to PostgreSQLPostgresService
  24. 24Build Discord MessageMergeLogic
  25. 25Format Embed DataCodeLogic
  26. 26Send Discord NotificationDiscordService

How it's built

Starts on
An event in a connected app
Steps
26, with 2 branches
Size
Large: read it before trusting it with anything live
Connects to
Discord, Postgres
Model
OpenAI

Questions

What does it need to run?

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

What starts it?

It starts on an event in a connected app.

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?

Take your time. At 26 steps it is large: read it before trusting it with anything live.

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 26 steps before you point it at anything that matters.