Auto-approve Skool community members with GPT-4o AI screening

Description

Auto-Approve Skool Community Members with AI Screening using GPT-4o

Automatically screen and approve Skool community membership requests using AI. Stop manually reviewing dozens of applications — let GPT-4o-mini evaluate each applicant based on your custom criteria and auto-approve qualified members.

How it works

Runs on a schedule (every 6 hours by default)
Connects to your Skool community via the Skool All-in-One API on Apify
Fetches all pending member applications with their answers
GPT-4o-mini evaluates each application against your criteria (LinkedIn profile, answer quality, email validation)
Approved members are automatically accepted into your community
Rejected members stay pending for your manual review — no one gets auto-declined

Perfect for

Skool community managers** handling high volumes of membership requests
Course creators** who want quality control without the manual work
Paid communities** that need to verify applicants before granting access
Anyone running a Skool group** who wants to save hours every week

What makes this template unique

The only n8n template that can WRITE to Skool** — approve, reject, create posts, reply to comments
AI-powered screening** with customizable prompts — adapt criteria for any type of community
Detailed sticky notes** explain how to customize the AI prompt, choose alternative models (Claude, Gemini, Llama), and extend the workflow
Cookie-based auth** for fast operations (~2 seconds per action)

Setup

Get an Apify API token (free tier available)
Get an OpenAI API key
Add both as credentials in n8n
Set your Skool email, password, and community slug in the Config node
Customize the AI screening prompt in the AI Screen Applicant node
Test first with the Approve Member node disconnected
Activate the workflow

Customizing the AI prompt

The system prompt defines your screening criteria. Adapt it for your community:

Entrepreneurship community?** Check for LinkedIn, specific challenges, business experience
Fitness community?** Check for fitness goals, experience level, commitment
SaaS/Tech?** Check for company, role, technical background
Course community?** Check for learning objectives, prior knowledge

Alternative AI models

You can replace GPT-4o-mini with:
GPT-4o** — More nuanced judgment, 10x cost
Claude 3.5 Haiku** — Similar speed and cost, use the Anthropic node
Gemini 2.0 Flash** — Google's fast model, use the Google AI node
Llama 3 via Ollama** — Free and self-hosted, use the Ollama node

Requirements

| Service | What you need | Where to get it |
|---------|--------------|-----------------|
| Apify | API token | apify.com/account/integrations |
| OpenAI | API key | platform.openai.com/api-keys |
| Skool | Admin access to your community | skool.com |

Built with

Skool All-in-One API — the most complete Skool automation on Apify. Read AND write: posts, comments with nesting, members, mentions, and more.