Automate creation and posting social media ads

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To automate the creation and uploading of Facebook Reels and Instagram posts using ChatGPT, Meta Ads, and your Facebook Ads data scraper, you'll need to follow these steps. Below is a simplified Python script that outlines how you might achieve this. Please note that actual implementation will require working with the Facebook Graph API and the OpenAI API.
Prerequisites

• APIs Access: Ensure you have access to the Facebook Graph API and OpenAI API.
• Install Required Libraries: Use pip to install the necessary libraries:
  bash
  Copy
  pip install requests

Script Outline
Here's a basic Python script framework:
python
RunCopy
import requests
import json
# Constants
ACCESS_TOKEN = 'YOUR_FACEBOOK_ACCESS_TOKEN'
PAGE_ID = 'YOUR_PAGE_ID'
OPENAI_API_KEY = 'YOUR_OPENAI_API_KEY'
SCRAPER_API_URL = 'YOUR_SCRAPER_API_URL'
def get_facebook_ads_data():
# Replace with your scraping logic
response = requests.get(SCRAPER_API_URL)
return response.json() # Assume it returns JSON data
def generate_content(prompt):
headers = {
'Authorization': f'Bearer {OPENAI_API_KEY}',
'Content-Type': 'application/json'
}
data = {
'model': 'gpt-3.5-turbo',
'messages': [{'role': 'user', 'content': prompt}],
'max_tokens': 150
}
response = requests.post('https://api.openai.com/v1/chat/completions', headers=headers, json=data)
return response.json()['choices'][0]['message']['content'].strip()
def create_post(content):
url = f'https://graph.facebook.com/v12.0/{PAGE_ID}/media'
payload = {
'message': content,
'access_token': ACCESS_TOKEN
}
response = requests.post(url, data=payload)
return response.json()
def publish_post(media_id):
url = f'https://graph.facebook.com/v12.0/{PAGE_ID}/media_publish'
payload = {
'creation_id': media_id,
'access_token': ACCESS_TOKEN
}
response = requests.post(url, data=payload)
return response.json()
def main():
# Step 1: Get Facebook Ads data
ad_data = get_facebook_ads_data()
# Step 2: Generate content for posts
prompt = "Create engaging posts about homeowners in Washington DC being eligible for free solar panel systems at no cost."
content = generate_content(prompt)
# Step 3: Create and upload posts
for _ in range(3): # Create 3 posts
post_response = create_post(content)
if 'id' in post_response:
media_id = post_response['id']
publish_response = publish_post(media_id)
print(f"Post published: {publish_response}")
else:
print(f"Error creating post: {post_response}")
if __name__ == "__main__":
main()
Important Notes

• API Keys: Replace placeholders with your actual API keys and URLs.
• Error Handling: Implement proper error handling for API requests.
• Rate Limiting: Be mindful of API rate limits for both OpenAI and Facebook.
• Content Generation: Adjust the prompt for content generation as needed.
• Facebook Reels: The script focuses on posts; adapting it for Reels may require additional endpoints.

Final Steps

• Test the script in a safe environment.
• Ensure compliance with Facebook's policies regarding automation and content posting.
• Consider using a scheduling library like schedule for regular posting.