PetroTrack

AI-Powered Weekly Fuel Price Forecast — an n8n automation workflow that scrapes multi-source fuel data, analyzes trends with Groq AI, builds visual infographics, and delivers forecasts to Telegram subscribers every Saturday.

n8n Groq AI Web Scraping Telegram
PetroTrack Weekly Forecast
11
Workflow Steps
AI
Powered
Multi
Source
Auto
Delivery
PetroTrack Workflow Screenshot

Key Features

A fully automated fuel price forecasting pipeline powered by AI and delivered via Telegram

⏰

Saturday Schedule

Runs every Saturday at 5PM to generate next-week fuel price forecasts, ensuring subscribers get timely insights before the week starts.

🌐

Web Scraping

Collects fuel prices from multiple online sources to gather comprehensive and up-to-date pricing data across different regions.

💱

Exchange Rates

Fetches current currency conversion data to normalize prices across different currencies and provide accurate cross-market comparisons.

🤖

AI Forecast

Groq AI analyzes historical trends, current market data, and exchange rates to predict upcoming fuel price movements with intelligent reasoning.

📊

Infographic Builder

Creates a visual forecast report using HTML/CSS templates, transforming raw AI analysis into a clean, shareable infographic format.

📱

Telegram Delivery

Converts the HTML infographic to an image and automatically sends it to all Telegram subscribers, ensuring seamless delivery.

Tech Stack

Built with n8n automation platform and modern AI-powered tools

n8n
Workflow automation platform orchestrating the entire pipeline
Schedule Trigger
Cron-based trigger for Saturday 5PM weekly execution
Web Scraping
HTTP requests and HTML parsing for fuel price collection
Groq AI
LLM-powered trend analysis and price change predictions
HTML-to-Image
Converts HTML/CSS infographics into shareable image format
Telegram Bot API
Sends forecast images directly to subscriber chats
// PetroTrack n8n Workflow (11 Steps) 1. Schedule Trigger → Saturday 5PM 2. Scrape Fuel Prices → Multi-source 3. Fetch Exchange Rates → Currency data 4. Groq AI Analysis → Trend prediction 5. Build Infographic → HTML/CSS 6. HTML-to-Image → PNG conversion 7. Telegram Send → Auto-delivery // Fully automated weekly forecast // No manual intervention required

How It Works

A four-step automated pipeline from data collection to forecast delivery

1

Saturday Trigger

The workflow kicks off automatically every Saturday at 5PM via n8n's Schedule Trigger node.

2

Scrape Fuel Data

Multiple web sources are scraped for current fuel prices and exchange rates, aggregating data from different markets.

3

AI Analyzes Trends

Groq AI processes the collected data, identifies patterns, and generates predictions for next week's fuel price movements.

4

Build & Send Forecast

An infographic is built from the AI analysis, converted to an image, and automatically delivered to Telegram subscribers.

Interested in Automation?

Explore the workflow or get in touch to discuss how AI-powered automation can transform your business processes

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