Generate Instagram Content from Top Trends with AI Image Generation

For Instagram, this automated workflow generates engaging content by discovering trending posts, analyzing images, and creating unique captions. It leverages AI to recreate visual elements and posts them on a schedule, ensuring a consistent online presence. Notifications are sent via Telegram for updates on the publishing status, streamlining content management and enhancing audience engagement.

7/8/2025
44 nodes
Complex
schedulecomplextelegramsplitinbatchesschedule triggersticky notepostgresqllangchainfacebookgraphapiautomationadvancedlogicconditionalcommunicationbotcronapiintegrationdatabasedata
Categories:
Communication & MessagingSchedule TriggeredComplex WorkflowData Processing & Analysis
Integrations:
TelegramSplitInBatchesSchedule TriggerSticky NotePostgreSQLLangChainFacebookGraphApi

Target Audience

Content Creators and Businesses


- Social Media Managers: Individuals responsible for managing and creating content for brands on platforms like Instagram.
- Freelance Designers: Creatives looking to showcase their work and engage with a broader audience through trending content.
- Marketers: Professionals aiming to leverage trending topics for promotional content and audience engagement.
- Agencies: Marketing or content creation agencies that require automated solutions to maintain a consistent posting schedule.
- Influencers: Users who want to stay relevant by posting trending content and engaging captions regularly.

Problem Solved

Automation of Content Creation


This workflow addresses the challenge of maintaining an active and engaging presence on Instagram by automating the processes of:
- Content Discovery: Automatically scrapes trending posts from specific hashtags, ensuring users always have fresh and relevant content.
- Content Generation: Uses AI to create unique and appealing descriptions and captions, saving time and effort in content creation.
- Database Management: Prevents duplicate content by checking against a database, ensuring that only new and engaging posts are shared.

Workflow Steps

Workflow Process


1. Scheduled Trigger: The workflow runs on a predefined schedule (every day at 1:05 PM and 7:05 PM) to check for new trending content.
2. API Calls for Trending Content: It fetches top trending posts from Instagram using specific hashtags like #blender3d and #isometric.
3. Content Filtering: Filters the fetched content to exclude videos, focusing only on images.
4. Database Check: Checks if the content already exists in the database to avoid reposting.
5. Content Analysis: Analyzes the selected images using AI to generate detailed descriptions.
6. Caption Generation: Creates engaging Instagram captions based on the analyzed content.
7. Image Generation: Uses an AI model to generate a unique image based on the original content's description.
8. Prepare for Posting: Prepares the content (image and caption) for posting on Instagram.
9. Media Upload: Uploads the content to Instagram and monitors the status of the upload.
10. Notifications: Sends notifications via Telegram about the upload status, including success or error messages.

Customization Guide

Customization and Adaptation


- Hashtags: Users can modify the hashtags used in the API calls to target different trends relevant to their niche.
- Posting Schedule: Adjust the cron expression in the schedule trigger to change the frequency of content checks and postings.
- Content Filters: Modify the filtering criteria to include or exclude specific types of content based on user preferences.
- AI Parameters: Users can customize the AI model settings and prompts to better fit their brand voice and style for captions and descriptions.
- Database Structure: Adapt the database schema to include additional fields or change existing ones to better suit specific content management needs.