Generate trending X, Facebook, and Threads posts with Apify, Gemini, and Buffer

Name: Generate trending X, Facebook, and Threads posts with Apify, Gemini, and Buffer
Availability: InStock
Author: Afigo Sam

Generate trending X, Facebook, and Threads posts with Apify, Gemini, and Buffer preview

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Overview

🚀 Overview

This workflow automatically discovers trending topics, generates engaging social media content using AI, and publishes posts to X (Twitter) and Facebook via Buffer.

It combines trend monitoring + AI content generation + automated publishing into one seamless pipeline, helping creators and marketers stay consistent and relevant without manual effort.

🎯 Who is this for

Content creators & social media managers
Agencies managing multiple accounts
Developers building AI-powered automation systems
Anyone who wants to post consistently on trending topics

⚙️ What this workflow does

Fetches trending topics (e.g., from X or external sources)
Filters and formats relevant trends
Uses Google Gemini to generate:
X (Twitter) tweets
Facebook posts
Thread posts
Formats content for each platform
Publishes posts automatically via Buffer API

✨ Key Features

Fully automated content pipeline
Multi-platform posting (X + Facebook + Thread)
AI-generated threads + captions
Easily customizable prompts and filters
Scalable for multiple niches or accounts

🔧 Setup Instructions

Credentials required

Google Gemini API key
Apify API key
Buffer API access token

Configuration steps

Add your API credentials to the respective nodes
Customize the prompt templates for your niche
Define your preferred trend source or keywords
Set posting frequency (via Cron or trigger node)

Optional customization

Add moderation/approval step before posting
Filter trends by region, hashtags, or keywords
Adjust tone (professional, funny, viral, etc.) and language

🧠 How it works (high-level)

The workflow monitors trending data, processes it into structured input, and feeds it into AI models to generate platform-specific content. The output is then formatted and sent to Buffer for scheduled or immediate publishing.

⚠️ Notes & Limitations

AI-generated content may require review for accuracy
Rate limits may apply depending on APIs used
Ensure Buffer supports your connected accounts
Trending data source reliability may vary

Afigo Sam

2 workflows

Complexity

advanced

Published 09 Apr 2026

Likes 0

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Install path: /data/workflows/14961/14961.json

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Generate trending X, Facebook, and Threads posts with Apify, Gemini, and Buffer

Workflow preview

Overview

🚀 Overview

🎯 Who is this for

⚙️ What this workflow does

✨ Key Features

🔧 Setup Instructions

🧠 How it works (high-level)

⚠️ Notes & Limitations