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Analyze Instagram profiles with Apify and Gemini

Started by another system calling it, and works across Apify and Supabase. It hands the judgement calls to Gemini. 17 steps, 2 branches: a working afternoon to understand properly.

MediumCalls a model: Gemini

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

The flow

Starts it 3Model 3Logic 6Service 5

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

  1. 1Webhook (From Lovable)WebhookStarts it
  2. 2Check Cache (<24h)SupabaseService
  3. 3IfIfLogic
  4. 4Return Cached ReportRespond To WebhookStarts it
  5. 5AggregateAggregateLogic
  6. 6Run an Actor and get datasetApifyService
  7. 7JS Prune PayloadCodeLogic
  8. 8AI Niche & Frequency1Google GeminiModel
  9. 9AI Content & Strategy1Google GeminiModel
  10. 10AI Engagement & Actions1Google GeminiModel
  11. 11Merge AI Sub-ReportsMergeLogic
  12. 12Compile Final Report ObjectCodeLogic
  13. 13Get many rowsSupabaseService
  14. 14If1IfLogic
  15. 15Upsert to SupabaseSupabaseService
  16. 16Upsert to Supabase1SupabaseService
  17. 17Return Fresh ReportRespond To WebhookStarts it

How it's built

Starts on
Another system calling it
Steps
17, with 2 branches
Size
Medium: a working afternoon
Connects to
Apify, Supabase
Model
Gemini

Questions

What does it need to run?

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

What starts it?

It starts on another system calling it.

Does it use AI?

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

How long does it take to set up?

Plan an afternoon. 17 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 17 steps before you point it at anything that matters.