Automation library · Data collection

Extract product demand signals from G2 reviews with OpenAI

Started by a clock, and works across Airtable and Apify. It hands the judgement calls to OpenAI. 9 steps: a working afternoon to understand properly.

MediumCalls a model: OpenAI

9 stepsMedium: a working afternoon
0Branches: places the flow splits
0Loops or waits
2Services it connects to

The flow

Starts it 1Model 2Logic 4Service 2

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

  1. 1Schedule Trigger1Schedule triggerStarts it
  2. 2OpenAI Chat ModelLm Chat Open AiModel
  3. 3Targets G2 URLsCodeLogic
  4. 4Information ExtractorInformation ExtractorModel
  5. 5Run an Actor and get datasetApifyService
  6. 6Filter1FilterLogic
  7. 7Clean and normalizeCodeLogic
  8. 8Save to AirtableAirtableService
  9. 9Filter first 400 itemsLimitLogic

How it's built

Starts on
A clock
Steps
9
Size
Medium: a working afternoon
Connects to
Airtable, Apify
Model
OpenAI

Questions

What does it need to run?

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

What starts it?

It starts on a clock.

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. 9 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 9 steps before you point it at anything that matters.