Summarize Apple App Store reviews with Pinecone, GPT-4 Mini & Slack
This n8n workflow automates the process of collecting, storing, and summarizing customer reviews from the Apple App Store for multiple apps. It fetches daily reviews, stores them in a Pinecone vector database, and generates a weekly summary using OpenAI, which is then posted to a Slack channel. Key Features - Fetches daily customer reviews for a list of Apple App Store apps using the App Store Connect API. - Stores reviews in Pinecone, with separate namespaces for each app and automatic we
At a glance
Summarize Apple App Store reviews with Pinecone, GPT-4 Mini & Slack is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects Slack, OpenAI. It's free to download. Follow the 5-step import below to go live in minutes.
- Platform
- n8n
- Connects
- Slack, OpenAI
- Modules
- 20
- Price
- Free
- Version
- v1.0

About this workflow
This n8n workflow automates the process of collecting, storing, and summarizing customer reviews from the Apple App Store for multiple apps. It fetches daily reviews, stores them in a Pinecone vector database, and generates a weekly summary using OpenAI, which is then posted to a Slack channel. Key Features - Fetches daily customer reviews for a list of Apple App Store apps using the App Store Connect API. - Stores reviews in Pinecone, with separate namespaces for each app and automatic weekly cleanup. - Uses OpenAI to generate a summary of reviews, including positive/negative highlights and average star rating. - Posts the summary to a specified Slack channel every week. How to use - Set your Apple App Store app IDs and names in the provided Set nodes. - Configure your Apple API, Pinecone, OpenAI, and Slack credentials. - Adjust the schedule triggers as needed for daily fetching and weekly summarization. - Deploy the workflow to automate review monitoring and reporting for your apps.
How to import this n8n workflow
- 1
Download the workflow JSON file after purchase.
- 2
Open n8n → click the menu → Import from File.
- 3
Select the downloaded JSON and import.
- 4
Set up credentials for each node that requires them.
- 5
Click Execute Workflow to test, then activate.
Setup guide
Setup guide included
Purchase to unlock the full step-by-step guide
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- JSON blueprint — instant download
- Setup guide PDF included
- 5 downloads · valid 30 days
- Works with n8n
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