Social Media Automation with AI Trend Recognition
Budget: $750 – $1,500 USD
■Overview
This is a system that automates posting to SNS (X, Instagram, etc.). Posting is done via Buffer, avoiding the risk of account freezing. In cooperation with ChatGPT, posts using trending words are also automatically generated.
■Objectives
・Improve efficiency of SNS posting
・Safe operation (reducing the risk of freezing/locking)
・Posting text that reflects trends
・Automatic generation of post text by ChatGPT
■Target SNS (via Buffer)
・X (formerly Twitter)
・Instagram
・Facebook
・LinkedIn (optional)
・Pinterest (optional)
■Services used
・Buffer API
・ChatGPT (OpenAI API)
・Google Trends/X Trends acquisition
・Google Spreadsheet
■Main functions
Post text generation
→ ChatGPT creates text based on trends (supports templates by category)
Post reservation
→ Schedule posts via Buffer. Supports multiple accounts/media. Records of posted/failed posts.
Trend acquisition
→ Automatically acquires X Trends at specified times such as morning, afternoon, and evening. Reflected in post text.
Schedule management
→ Displays a list of posts in a calendar format. Can be filtered by SNS or status.
Notifications and management
→ Pre-post reminders (LINE/Slack), post failure alerts
→ Can be synced with Google Spreadsheets (external edits are also reflected)
Report output (optional)
→ Aggregates response data for each post. Can be output monthly in PDF or CSV format.
■Technical configuration (assumed)
・Front: Next.js or Vue.js
・Backend: Node.js (Express) or Python (FastAPI)
・DB: Firebase/PostgreSQL/Google Sheets
・External API: Buffer, ChatGPT, trend source
■Non-functional requirements
・Comply with Buffer's API restrictions
・Do not post directly to SNS, always post via Buffer
・Manage API keys strictly using environment variables, etc.
■Future extensions (optional)
・A/B test posts
・Automatic hashtag suggestions
・AI response suggestions for replies/DMs
・Analysis of competing accounts
■Other
・For internal use or operational agency work
・Confirm contract prerequisite features for Buffer Pro and above before implementation
This is a system that automates posting to SNS (X, Instagram, etc.). Posting is done via Buffer, avoiding the risk of account freezing. In cooperation with ChatGPT, posts using trending words are also automatically generated.
■Objectives
・Improve efficiency of SNS posting
・Safe operation (reducing the risk of freezing/locking)
・Posting text that reflects trends
・Automatic generation of post text by ChatGPT
■Target SNS (via Buffer)
・X (formerly Twitter)
・LinkedIn (optional)
・Pinterest (optional)
■Services used
・Buffer API
・ChatGPT (OpenAI API)
・Google Trends/X Trends acquisition
・Google Spreadsheet
■Main functions
Post text generation
→ ChatGPT creates text based on trends (supports templates by category)
Post reservation
→ Schedule posts via Buffer. Supports multiple accounts/media. Records of posted/failed posts.
Trend acquisition
→ Automatically acquires X Trends at specified times such as morning, afternoon, and evening. Reflected in post text.
Schedule management
→ Displays a list of posts in a calendar format. Can be filtered by SNS or status.
Notifications and management
→ Pre-post reminders (LINE/Slack), post failure alerts
→ Can be synced with Google Spreadsheets (external edits are also reflected)
Report output (optional)
→ Aggregates response data for each post. Can be output monthly in PDF or CSV format.
■Technical configuration (assumed)
・Front: Next.js or Vue.js
・Backend: Node.js (Express) or Python (FastAPI)
・DB: Firebase/PostgreSQL/Google Sheets
・External API: Buffer, ChatGPT, trend source
■Non-functional requirements
・Comply with Buffer's API restrictions
・Do not post directly to SNS, always post via Buffer
・Manage API keys strictly using environment variables, etc.
■Future extensions (optional)
・A/B test posts
・Automatic hashtag suggestions
・AI response suggestions for replies/DMs
・Analysis of competing accounts
■Other
・For internal use or operational agency work
・Confirm contract prerequisite features for Buffer Pro and above before implementation