Skip to content
BranchesTags

Latest commit

History

7 Commits

Folders and files

NameName
Last commit message
Last commit date
README.md
README.md

Repository files navigation

🚀 TrendPilot

AI Market Intelligence & Growth Automation Platform

🌍 Vision

We are living in the Gen-Z attention economy, where trends can transform small businesses overnight.

A simple tea seller, street food vendor, or small creator can become viral because they catch the right trend at the right time.

However, most startups, creators, NGOs, and businesses miss these opportunities because they lack tools to understand:

  • what people want right now
  • where demand is increasing
  • how to market their product
  • when to launch campaigns

TrendPilot solves this problem.

❗ Problem Statement

Modern organizations face three major challenges.

1️⃣ Trend Visibility

Most businesses cannot detect early trends before they become saturated.

Example:

Keyword: AI Resume Builder
Growth: +210% in 48 hours

By the time businesses discover the trend, competitors already dominate it.

2️⃣ Marketing Strategy Gap

Even when founders identify trends, they still struggle with:

  • which platform to advertise on
  • which keywords to target
  • which region has the highest demand
  • how to structure campaigns

3️⃣ Data Fragmentation

Market signals are scattered across:

  • search engines
  • news platforms
  • social media
  • marketing analytics

There is no unified platform that converts these signals into growth strategies.

💡 Solution

TrendPilot is a full-stack AI Market Intelligence Platform that detects emerging trends and converts them into automated marketing strategies.

Think of it as:

“An AI engine that predicts what people will want next and tells organizations how to market it.”

The platform continuously analyzes signals and provides:

  • 📈 Trend Detection
  • 🔮 Demand Prediction
  • 📊 Market Intelligence
  • 📣 Campaign Strategy Generation

🎯 Target Users

TrendPilot is designed for multiple audiences.

🚀 Startups

Discover product demand and optimize marketing strategies.

🎥 Creators

Find viral topics and trending content opportunities.

🌱 NGOs

Identify social trends and launch awareness campaigns.

🏢 Businesses

Optimize advertising spend and regional targeting.

👨‍💻 Developers & Students

Track technology trends and emerging skills.

⚙️ Core Features

1️⃣ Trend Discovery Engine

Continuously monitors global signals to detect rapidly growing topics.

Example:

Trend Detected
Keyword: AI Resume Builder
Growth Rate: +210%
Region: India
Time Window: Last 48 hours

2️⃣ Market Demand Prediction

Uses time-series forecasting models to predict demand growth.

Example:

Product: Air Cooler
Demand Prediction: +35%
Next 14 Days
Confidence Score: 0.82

3️⃣ Ad Campaign Optimization

Automatically suggests marketing campaigns.

Example:

Keyword: AI Resume Builder
Platform: Google Ads
Target Region: India
Suggested Budget: $30/day

4️⃣ AI Market Analyst

Ask questions like a market consultant.

Example:

Why is "AI Resume Builder" trending?

AI Response:

1. Increased job competition
2. Rise of AI productivity tools
3. High search demand in India & Southeast Asia

5️⃣ Opportunity Detection Engine

Identifies market gaps and emerging opportunities.

Example:

Opportunity Score: 87/100
Category: AI Resume Tools
Growth Rate: +190%
Competition: Medium

6️⃣ AI Growth Advisor

Provides business growth strategies through conversational AI.

Example:

How can I grow my AI YouTube channel?

AI Response:

1. Create tutorials on AI resume tools
2. Target job automation topics
3. Focus SEO on "AI career tools"

7️⃣ AI Campaign Generator

Automatically generates marketing campaigns.

Example:

Instagram Post
"5 AI Tools That Will Replace Resume Writing"
YouTube Video
"How AI Beats ATS Resume Filters"

🧠 System Architecture

 Data Sources
(Trend APIs, News, Social Signals)
│
▼
Data Ingestion Layer
│
▼
Stream Processing Layer
│
▼
Trend Detection Engine
│
┌───────────┴───────────┐
▼ ▼
Demand Prediction Opportunity Engine
│ │
▼ ▼
AI Agent Layer
│
▼
Redis Cache
│
▼
API Gateway
│
▼
Frontend Dashboard

⚡ Event-Driven Architecture

TrendPilot uses an event-driven microservices architecture.

Example event flow:

Collector → trend.raw
Detection → trend.detected
Prediction → trend.predicted
Opportunity → opportunity.generated

Each microservice reacts to events asynchronously.

🛠 Tech Stack

Frontend

  • React
  • TypeScript
  • SCSS

Api Gateway

  • NodeJs
  • ExpressJs

AI Services

  • Python
  • FastAPI

Database

  • PostgreSQL

Cache & Streaming

  • Redis

📂 Project Structure

trendpilot/
│
├── frontend
│
├── services
│ ├── data-collector
│ ├── trend-detection
│ ├── prediction-service
│ ├── opportunity-engine
│ ├── ai-research-agent
│ ├── ai-campaign-agent
│ └── api-gateway
│
├── infrastructure
│ ├── docker
│ ├── redis
│ └── database
│
├── docs
│
└── README.md

🚀 Getting Started

Clone Repository

git clone https://github.com/Sastik/TrendPilot.git
cd trendpilot

Start Services

docker-compose up --build

Run Frontend

cd frontend
npm install
npm run dev

🌐 Live Demo

Frontend

https://trendpilot-demo.netlify.app

API Docs

https://trendpilot-api.onrender.com/docs

🛣 Future Roadmap

  • Real-time global trend heatmaps
  • AI competitor analysis
  • automated ad campaign deployment
  • marketing performance feedback loop
  • predictive market simulations

🤝 Contributing

Contributions are welcome.

Feel free to:

  • submit issues
  • propose new features
  • open pull requests

⭐ Support

If you like this project, give it a star ⭐ and help support the development of AI-powered market intelligence tools.

About

TrendPilot is a next-generation AI market intelligence platform that analyzes real-time trends, user behavior, and digital signals to generate actionable insights, predictive strategies, and automated content for data-driven growth.

Topics

ai-platformautomationfuture-techmarket-intelligencepredictive-analyticssassstartup-projecttrend-analysis

Resources

Readme
Activity

Stars

0 stars

Watchers

0 watching

Forks

0 forks
Report repository

Releases

Packages

Contributors

, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all 
 blocks
(function() {
function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;
codeBlock.parentElement.setAttribute('data-copy-added', 'true');
var btn = document.createElement('button');
btn.textContent = 'Copy';
btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';
btn.onmouseover = function() { this.style.opacity = '1'; };
btn.onmouseout = function() { this.style.opacity = '0.7'; };
btn.onclick = function() {
navigator.clipboard.writeText(codeBlock.textContent).then(function() {
btn.textContent = 'Copied!';
setTimeout(function() { btn.textContent = 'Copy'; }, 1500);
});
};
codeBlock.parentElement.style.position = 'relative';
codeBlock.parentElement.appendChild(btn);
});
}
addCopyButtons();
// Re-run on dynamic content
var observer = new MutationObserver(addCopyButtons);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
GitHub - Sastik/trend-pilot: TrendPilot is a next-generation AI market intelligence platform that analyzes real-time trends, user behavior, and digital signals to generate actionable insights, predictive strategies, and automated content for data-driven growth. · GitHub
Skip to content
BranchesTags
Latest commit
History
7 Commits
Folders and files
NameName
Last commit message
Last commit date
README.md
README.md
Repository files navigation
🚀 TrendPilot
AI Market Intelligence & Growth Automation Platform
🌍 Vision
We are living in the Gen-Z attention economy, where trends can transform small businesses overnight.
A simple tea seller, street food vendor, or small creator can become viral because they catch the right trend at the right time.
However, most startups, creators, NGOs, and businesses miss these opportunities because they lack tools to understand:
  • what people want right now
  • where demand is increasing
  • how to market their product
  • when to launch campaigns
TrendPilot solves this problem.
❗ Problem Statement
Modern organizations face three major challenges.
1️⃣ Trend Visibility
Most businesses cannot detect early trends before they become saturated.
Example:
Keyword: AI Resume Builder
Growth: +210% in 48 hours

By the time businesses discover the trend, competitors already dominate it.
2️⃣ Marketing Strategy Gap
Even when founders identify trends, they still struggle with:
  • which platform to advertise on
  • which keywords to target
  • which region has the highest demand
  • how to structure campaigns
3️⃣ Data Fragmentation
Market signals are scattered across:
  • search engines
  • news platforms
  • social media
  • marketing analytics
There is no unified platform that converts these signals into growth strategies.
💡 Solution
TrendPilot is a full-stack AI Market Intelligence Platform that detects emerging trends and converts them into automated marketing strategies.
Think of it as:
“An AI engine that predicts what people will want next and tells organizations how to market it.”
The platform continuously analyzes signals and provides:
  • 📈 Trend Detection
  • 🔮 Demand Prediction
  • 📊 Market Intelligence
  • 📣 Campaign Strategy Generation
🎯 Target Users
TrendPilot is designed for multiple audiences.
🚀 Startups
Discover product demand and optimize marketing strategies.
🎥 Creators
Find viral topics and trending content opportunities.
🌱 NGOs
Identify social trends and launch awareness campaigns.
🏢 Businesses
Optimize advertising spend and regional targeting.
👨‍💻 Developers & Students
Track technology trends and emerging skills.
⚙️ Core Features
1️⃣ Trend Discovery Engine
Continuously monitors global signals to detect rapidly growing topics.
Example:
Trend Detected
Keyword: AI Resume Builder
Growth Rate: +210%
Region: India
Time Window: Last 48 hours

2️⃣ Market Demand Prediction
Uses time-series forecasting models to predict demand growth.
Example:
Product: Air Cooler
Demand Prediction: +35%
Next 14 Days
Confidence Score: 0.82

3️⃣ Ad Campaign Optimization
Automatically suggests marketing campaigns.
Example:
Keyword: AI Resume Builder
Platform: Google Ads
Target Region: India
Suggested Budget: $30/day

4️⃣ AI Market Analyst
Ask questions like a market consultant.
Example:
Why is "AI Resume Builder" trending?

AI Response:
1. Increased job competition
2. Rise of AI productivity tools
3. High search demand in India & Southeast Asia

5️⃣ Opportunity Detection Engine
Identifies market gaps and emerging opportunities.
Example:
Opportunity Score: 87/100
Category: AI Resume Tools
Growth Rate: +190%
Competition: Medium

6️⃣ AI Growth Advisor
Provides business growth strategies through conversational AI.
Example:
How can I grow my AI YouTube channel?

AI Response:
1. Create tutorials on AI resume tools
2. Target job automation topics
3. Focus SEO on "AI career tools"

7️⃣ AI Campaign Generator
Automatically generates marketing campaigns.
Example:
Instagram Post
"5 AI Tools That Will Replace Resume Writing"
YouTube Video
"How AI Beats ATS Resume Filters"

🧠 System Architecture
 Data Sources
(Trend APIs, News, Social Signals)
│
▼
Data Ingestion Layer
│
▼
Stream Processing Layer
│
▼
Trend Detection Engine
│
┌───────────┴───────────┐
▼ ▼
Demand Prediction Opportunity Engine
│ │
▼ ▼
AI Agent Layer
│
▼
Redis Cache
│
▼
API Gateway
│
▼
Frontend Dashboard

⚡ Event-Driven Architecture
TrendPilot uses an event-driven microservices architecture.
Example event flow:
Collector → trend.raw
Detection → trend.detected
Prediction → trend.predicted
Opportunity → opportunity.generated

Each microservice reacts to events asynchronously.
🛠 Tech Stack
Frontend
  • React
  • TypeScript
  • SCSS
Api Gateway
  • NodeJs
  • ExpressJs
AI Services
  • Python
  • FastAPI
Database
  • PostgreSQL
Cache & Streaming
  • Redis
📂 Project Structure
trendpilot/
│
├── frontend
│
├── services
│ ├── data-collector
│ ├── trend-detection
│ ├── prediction-service
│ ├── opportunity-engine
│ ├── ai-research-agent
│ ├── ai-campaign-agent
│ └── api-gateway
│
├── infrastructure
│ ├── docker
│ ├── redis
│ └── database
│
├── docs
│
└── README.md

🚀 Getting Started
Clone Repository
git clone https://github.com/Sastik/TrendPilot.git
cd trendpilot

Start Services
docker-compose up --build

Run Frontend
cd frontend
npm install
npm run dev

🌐 Live Demo
Frontend
https://trendpilot-demo.netlify.app

API Docs
https://trendpilot-api.onrender.com/docs

🛣 Future Roadmap
  • Real-time global trend heatmaps
  • AI competitor analysis
  • automated ad campaign deployment
  • marketing performance feedback loop
  • predictive market simulations
🤝 Contributing
Contributions are welcome.
Feel free to:
  • submit issues
  • propose new features
  • open pull requests
⭐ Support
If you like this project, give it a star ⭐ and help support the development of AI-powered market intelligence tools.
About
TrendPilot is a next-generation AI market intelligence platform that analyzes real-time trends, user behavior, and digital signals to generate actionable insights, predictive strategies, and automated content for data-driven growth.
Topics
ai-platformautomationfuture-techmarket-intelligencepredictive-analyticssassstartup-projecttrend-analysis
Resources
Readme
Activity
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Force GitHub README to respect dark mode
(function() {
var style = document.createElement('style');
style.textContent = '
.markdown-body {
color-scheme: dark light;
}
.markdown-body pre { background: #161b22 !important; }
.markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }
.markdown-body table th, .markdown-body table td { border-color: #30363d !important; }
.markdown-body img { background: #0d1117; }
.markdown-body blockquote { border-left-color: #8b949e; }
.markdown-body hr { border-color: #30363d; }
';
document.head.appendChild(style);
})();
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - Sastik/trend-pilot: TrendPilot is a next-generation AI market intelligence platform that analyzes real-time trends, user behavior, and digital signals to generate actionable insights, predictive strategies, and automated content for data-driven growth. · GitHub
Skip to content
BranchesTags
Latest commit
History
7 Commits
Folders and files
NameName
Last commit message
Last commit date
README.md
README.md
Repository files navigation
🚀 TrendPilot
AI Market Intelligence & Growth Automation Platform
🌍 Vision
We are living in the Gen-Z attention economy, where trends can transform small businesses overnight.
A simple tea seller, street food vendor, or small creator can become viral because they catch the right trend at the right time.
However, most startups, creators, NGOs, and businesses miss these opportunities because they lack tools to understand:
  • what people want right now
  • where demand is increasing
  • how to market their product
  • when to launch campaigns
TrendPilot solves this problem.
❗ Problem Statement
Modern organizations face three major challenges.
1️⃣ Trend Visibility
Most businesses cannot detect early trends before they become saturated.
Example:
Keyword: AI Resume Builder
Growth: +210% in 48 hours

By the time businesses discover the trend, competitors already dominate it.
2️⃣ Marketing Strategy Gap
Even when founders identify trends, they still struggle with:
  • which platform to advertise on
  • which keywords to target
  • which region has the highest demand
  • how to structure campaigns
3️⃣ Data Fragmentation
Market signals are scattered across:
  • search engines
  • news platforms
  • social media
  • marketing analytics
There is no unified platform that converts these signals into growth strategies.
💡 Solution
TrendPilot is a full-stack AI Market Intelligence Platform that detects emerging trends and converts them into automated marketing strategies.
Think of it as:
“An AI engine that predicts what people will want next and tells organizations how to market it.”
The platform continuously analyzes signals and provides:
  • 📈 Trend Detection
  • 🔮 Demand Prediction
  • 📊 Market Intelligence
  • 📣 Campaign Strategy Generation
🎯 Target Users
TrendPilot is designed for multiple audiences.
🚀 Startups
Discover product demand and optimize marketing strategies.
🎥 Creators
Find viral topics and trending content opportunities.
🌱 NGOs
Identify social trends and launch awareness campaigns.
🏢 Businesses
Optimize advertising spend and regional targeting.
👨‍💻 Developers & Students
Track technology trends and emerging skills.
⚙️ Core Features
1️⃣ Trend Discovery Engine
Continuously monitors global signals to detect rapidly growing topics.
Example:
Trend Detected
Keyword: AI Resume Builder
Growth Rate: +210%
Region: India
Time Window: Last 48 hours

2️⃣ Market Demand Prediction
Uses time-series forecasting models to predict demand growth.
Example:
Product: Air Cooler
Demand Prediction: +35%
Next 14 Days
Confidence Score: 0.82

3️⃣ Ad Campaign Optimization
Automatically suggests marketing campaigns.
Example:
Keyword: AI Resume Builder
Platform: Google Ads
Target Region: India
Suggested Budget: $30/day

4️⃣ AI Market Analyst
Ask questions like a market consultant.
Example:
Why is "AI Resume Builder" trending?

AI Response:
1. Increased job competition
2. Rise of AI productivity tools
3. High search demand in India & Southeast Asia

5️⃣ Opportunity Detection Engine
Identifies market gaps and emerging opportunities.
Example:
Opportunity Score: 87/100
Category: AI Resume Tools
Growth Rate: +190%
Competition: Medium

6️⃣ AI Growth Advisor
Provides business growth strategies through conversational AI.
Example:
How can I grow my AI YouTube channel?

AI Response:
1. Create tutorials on AI resume tools
2. Target job automation topics
3. Focus SEO on "AI career tools"

7️⃣ AI Campaign Generator
Automatically generates marketing campaigns.
Example:
Instagram Post
"5 AI Tools That Will Replace Resume Writing"
YouTube Video
"How AI Beats ATS Resume Filters"

🧠 System Architecture
 Data Sources
(Trend APIs, News, Social Signals)
│
▼
Data Ingestion Layer
│
▼
Stream Processing Layer
│
▼
Trend Detection Engine
│
┌───────────┴───────────┐
▼ ▼
Demand Prediction Opportunity Engine
│ │
▼ ▼
AI Agent Layer
│
▼
Redis Cache
│
▼
API Gateway
│
▼
Frontend Dashboard

⚡ Event-Driven Architecture
TrendPilot uses an event-driven microservices architecture.
Example event flow:
Collector → trend.raw
Detection → trend.detected
Prediction → trend.predicted
Opportunity → opportunity.generated

Each microservice reacts to events asynchronously.
🛠 Tech Stack
Frontend
  • React
  • TypeScript
  • SCSS
Api Gateway
  • NodeJs
  • ExpressJs
AI Services
  • Python
  • FastAPI
Database
  • PostgreSQL
Cache & Streaming
  • Redis
📂 Project Structure
trendpilot/
│
├── frontend
│
├── services
│ ├── data-collector
│ ├── trend-detection
│ ├── prediction-service
│ ├── opportunity-engine
│ ├── ai-research-agent
│ ├── ai-campaign-agent
│ └── api-gateway
│
├── infrastructure
│ ├── docker
│ ├── redis
│ └── database
│
├── docs
│
└── README.md

🚀 Getting Started
Clone Repository
git clone https://github.com/Sastik/TrendPilot.git
cd trendpilot

Start Services
docker-compose up --build

Run Frontend
cd frontend
npm install
npm run dev

🌐 Live Demo
Frontend
https://trendpilot-demo.netlify.app

API Docs
https://trendpilot-api.onrender.com/docs

🛣 Future Roadmap
  • Real-time global trend heatmaps
  • AI competitor analysis
  • automated ad campaign deployment
  • marketing performance feedback loop
  • predictive market simulations
🤝 Contributing
Contributions are welcome.
Feel free to:
  • submit issues
  • propose new features
  • open pull requests
⭐ Support
If you like this project, give it a star ⭐ and help support the development of AI-powered market intelligence tools.
About
TrendPilot is a next-generation AI market intelligence platform that analyzes real-time trends, user behavior, and digital signals to generate actionable insights, predictive strategies, and automated content for data-driven growth.
Topics
ai-platformautomationfuture-techmarket-intelligencepredictive-analyticssassstartup-projecttrend-analysis
Resources
Readme
Activity
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Highlight search terms from Google/DuckDuckGo/Bing referrer
(function() {
var ref = document.referrer;
var terms = [];
if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {
var url = new URL(ref);
var q = url.searchParams.get('q') || url.searchParams.get('p');
if (q) {
terms = q.split(/\s+/).filter(function(t) { return t.length > 2; });
}
}
if (terms.length === 0) return;
var style = document.createElement('style');
style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';
document.head.appendChild(style);
function highlight(node) {
if (node.nodeType === 3) { // text node
var text = node.textContent;
var found = false;
terms.forEach(function(term) {
var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\]\\]/g, '\\') + ')', 'gi');
if (regex.test(text)) {
found = true;
var frag = document.createDocumentFragment();
var parts = text.split(regex);
parts.forEach(function(part, i) {
if (i % 2 === 0) {
frag.appendChild(document.createTextNode(part));
} else {
var span = document.createElement('span');
span.className = 'userscript-highlight';
span.textContent = part;
frag.appendChild(span);
}
});
node.parentNode.replaceChild(frag, node);
}
});
} else if (node.nodeType === 1 && node.childNodes) { // element
var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];
if (!skipTags.includes(node.tagName)) {
Array.from(node.childNodes).forEach(highlight);
}
}
}
highlight(document.body);
// Re-highlight on dynamic content
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1 || node.nodeType === 3) highlight(node);
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - Sastik/trend-pilot: TrendPilot is a next-generation AI market intelligence platform that analyzes real-time trends, user behavior, and digital signals to generate actionable insights, predictive strategies, and automated content for data-driven growth. · GitHub
Skip to content
BranchesTags
Latest commit
History
7 Commits
Folders and files
NameName
Last commit message
Last commit date
README.md
README.md
Repository files navigation
🚀 TrendPilot
AI Market Intelligence & Growth Automation Platform
🌍 Vision
We are living in the Gen-Z attention economy, where trends can transform small businesses overnight.
A simple tea seller, street food vendor, or small creator can become viral because they catch the right trend at the right time.
However, most startups, creators, NGOs, and businesses miss these opportunities because they lack tools to understand:
  • what people want right now
  • where demand is increasing
  • how to market their product
  • when to launch campaigns
TrendPilot solves this problem.
❗ Problem Statement
Modern organizations face three major challenges.
1️⃣ Trend Visibility
Most businesses cannot detect early trends before they become saturated.
Example:
Keyword: AI Resume Builder
Growth: +210% in 48 hours

By the time businesses discover the trend, competitors already dominate it.
2️⃣ Marketing Strategy Gap
Even when founders identify trends, they still struggle with:
  • which platform to advertise on
  • which keywords to target
  • which region has the highest demand
  • how to structure campaigns
3️⃣ Data Fragmentation
Market signals are scattered across:
  • search engines
  • news platforms
  • social media
  • marketing analytics
There is no unified platform that converts these signals into growth strategies.
💡 Solution
TrendPilot is a full-stack AI Market Intelligence Platform that detects emerging trends and converts them into automated marketing strategies.
Think of it as:
“An AI engine that predicts what people will want next and tells organizations how to market it.”
The platform continuously analyzes signals and provides:
  • 📈 Trend Detection
  • 🔮 Demand Prediction
  • 📊 Market Intelligence
  • 📣 Campaign Strategy Generation
🎯 Target Users
TrendPilot is designed for multiple audiences.
🚀 Startups
Discover product demand and optimize marketing strategies.
🎥 Creators
Find viral topics and trending content opportunities.
🌱 NGOs
Identify social trends and launch awareness campaigns.
🏢 Businesses
Optimize advertising spend and regional targeting.
👨‍💻 Developers & Students
Track technology trends and emerging skills.
⚙️ Core Features
1️⃣ Trend Discovery Engine
Continuously monitors global signals to detect rapidly growing topics.
Example:
Trend Detected
Keyword: AI Resume Builder
Growth Rate: +210%
Region: India
Time Window: Last 48 hours

2️⃣ Market Demand Prediction
Uses time-series forecasting models to predict demand growth.
Example:
Product: Air Cooler
Demand Prediction: +35%
Next 14 Days
Confidence Score: 0.82

3️⃣ Ad Campaign Optimization
Automatically suggests marketing campaigns.
Example:
Keyword: AI Resume Builder
Platform: Google Ads
Target Region: India
Suggested Budget: $30/day

4️⃣ AI Market Analyst
Ask questions like a market consultant.
Example:
Why is "AI Resume Builder" trending?

AI Response:
1. Increased job competition
2. Rise of AI productivity tools
3. High search demand in India & Southeast Asia

5️⃣ Opportunity Detection Engine
Identifies market gaps and emerging opportunities.
Example:
Opportunity Score: 87/100
Category: AI Resume Tools
Growth Rate: +190%
Competition: Medium

6️⃣ AI Growth Advisor
Provides business growth strategies through conversational AI.
Example:
How can I grow my AI YouTube channel?

AI Response:
1. Create tutorials on AI resume tools
2. Target job automation topics
3. Focus SEO on "AI career tools"

7️⃣ AI Campaign Generator
Automatically generates marketing campaigns.
Example:
Instagram Post
"5 AI Tools That Will Replace Resume Writing"
YouTube Video
"How AI Beats ATS Resume Filters"

🧠 System Architecture
 Data Sources
(Trend APIs, News, Social Signals)
│
▼
Data Ingestion Layer
│
▼
Stream Processing Layer
│
▼
Trend Detection Engine
│
┌───────────┴───────────┐
▼ ▼
Demand Prediction Opportunity Engine
│ │
▼ ▼
AI Agent Layer
│
▼
Redis Cache
│
▼
API Gateway
│
▼
Frontend Dashboard

⚡ Event-Driven Architecture
TrendPilot uses an event-driven microservices architecture.
Example event flow:
Collector → trend.raw
Detection → trend.detected
Prediction → trend.predicted
Opportunity → opportunity.generated

Each microservice reacts to events asynchronously.
🛠 Tech Stack
Frontend
  • React
  • TypeScript
  • SCSS
Api Gateway
  • NodeJs
  • ExpressJs
AI Services
  • Python
  • FastAPI
Database
  • PostgreSQL
Cache & Streaming
  • Redis
📂 Project Structure
trendpilot/
│
├── frontend
│
├── services
│ ├── data-collector
│ ├── trend-detection
│ ├── prediction-service
│ ├── opportunity-engine
│ ├── ai-research-agent
│ ├── ai-campaign-agent
│ └── api-gateway
│
├── infrastructure
│ ├── docker
│ ├── redis
│ └── database
│
├── docs
│
└── README.md

🚀 Getting Started
Clone Repository
git clone https://github.com/Sastik/TrendPilot.git
cd trendpilot

Start Services
docker-compose up --build

Run Frontend
cd frontend
npm install
npm run dev

🌐 Live Demo
Frontend
https://trendpilot-demo.netlify.app

API Docs
https://trendpilot-api.onrender.com/docs

🛣 Future Roadmap
  • Real-time global trend heatmaps
  • AI competitor analysis
  • automated ad campaign deployment
  • marketing performance feedback loop
  • predictive market simulations
🤝 Contributing
Contributions are welcome.
Feel free to:
  • submit issues
  • propose new features
  • open pull requests
⭐ Support
If you like this project, give it a star ⭐ and help support the development of AI-powered market intelligence tools.
About
TrendPilot is a next-generation AI market intelligence platform that analyzes real-time trends, user behavior, and digital signals to generate actionable insights, predictive strategies, and automated content for data-driven growth.
Topics
ai-platformautomationfuture-techmarket-intelligencepredictive-analyticssassstartup-projecttrend-analysis
Resources
Readme
Activity
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Strip utm_, fbclid, gclid, etc. from all links on page
(function() {
var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',
'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',
'ref', 'ref_src', 'source', 'medium', 'campaign'];
function cleanUrl(url) {
try {
var u = new URL(url, window.location.origin);
var changed = false;
trackingParams.forEach(function(p) {
if (u.searchParams.has(p)) {
u.searchParams.delete(p);
changed = true;
}
});
return changed ? u.toString() : url;
} catch (e) {
return url;
}
}
function cleanLinks() {
document.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
cleanLinks();
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1) {
if (node.tagName === 'A') cleanLinks();
node.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '
GitHub - Sastik/trend-pilot: TrendPilot is a next-generation AI market intelligence platform that analyzes real-time trends, user behavior, and digital signals to generate actionable insights, predictive strategies, and automated content for data-driven growth. · GitHub
Skip to content
BranchesTags
Latest commit
History
7 Commits
Folders and files
NameName
Last commit message
Last commit date
README.md
README.md
Repository files navigation
🚀 TrendPilot
AI Market Intelligence & Growth Automation Platform
🌍 Vision
We are living in the Gen-Z attention economy, where trends can transform small businesses overnight.
A simple tea seller, street food vendor, or small creator can become viral because they catch the right trend at the right time.
However, most startups, creators, NGOs, and businesses miss these opportunities because they lack tools to understand:
  • what people want right now
  • where demand is increasing
  • how to market their product
  • when to launch campaigns
TrendPilot solves this problem.
❗ Problem Statement
Modern organizations face three major challenges.
1️⃣ Trend Visibility
Most businesses cannot detect early trends before they become saturated.
Example:
Keyword: AI Resume Builder
Growth: +210% in 48 hours

By the time businesses discover the trend, competitors already dominate it.
2️⃣ Marketing Strategy Gap
Even when founders identify trends, they still struggle with:
  • which platform to advertise on
  • which keywords to target
  • which region has the highest demand
  • how to structure campaigns
3️⃣ Data Fragmentation
Market signals are scattered across:
  • search engines
  • news platforms
  • social media
  • marketing analytics
There is no unified platform that converts these signals into growth strategies.
💡 Solution
TrendPilot is a full-stack AI Market Intelligence Platform that detects emerging trends and converts them into automated marketing strategies.
Think of it as:
“An AI engine that predicts what people will want next and tells organizations how to market it.”
The platform continuously analyzes signals and provides:
  • 📈 Trend Detection
  • 🔮 Demand Prediction
  • 📊 Market Intelligence
  • 📣 Campaign Strategy Generation
🎯 Target Users
TrendPilot is designed for multiple audiences.
🚀 Startups
Discover product demand and optimize marketing strategies.
🎥 Creators
Find viral topics and trending content opportunities.
🌱 NGOs
Identify social trends and launch awareness campaigns.
🏢 Businesses
Optimize advertising spend and regional targeting.
👨‍💻 Developers & Students
Track technology trends and emerging skills.
⚙️ Core Features
1️⃣ Trend Discovery Engine
Continuously monitors global signals to detect rapidly growing topics.
Example:
Trend Detected
Keyword: AI Resume Builder
Growth Rate: +210%
Region: India
Time Window: Last 48 hours

2️⃣ Market Demand Prediction
Uses time-series forecasting models to predict demand growth.
Example:
Product: Air Cooler
Demand Prediction: +35%
Next 14 Days
Confidence Score: 0.82

3️⃣ Ad Campaign Optimization
Automatically suggests marketing campaigns.
Example:
Keyword: AI Resume Builder
Platform: Google Ads
Target Region: India
Suggested Budget: $30/day

4️⃣ AI Market Analyst
Ask questions like a market consultant.
Example:
Why is "AI Resume Builder" trending?

AI Response:
1. Increased job competition
2. Rise of AI productivity tools
3. High search demand in India & Southeast Asia

5️⃣ Opportunity Detection Engine
Identifies market gaps and emerging opportunities.
Example:
Opportunity Score: 87/100
Category: AI Resume Tools
Growth Rate: +190%
Competition: Medium

6️⃣ AI Growth Advisor
Provides business growth strategies through conversational AI.
Example:
How can I grow my AI YouTube channel?

AI Response:
1. Create tutorials on AI resume tools
2. Target job automation topics
3. Focus SEO on "AI career tools"

7️⃣ AI Campaign Generator
Automatically generates marketing campaigns.
Example:
Instagram Post
"5 AI Tools That Will Replace Resume Writing"
YouTube Video
"How AI Beats ATS Resume Filters"

🧠 System Architecture
 Data Sources
(Trend APIs, News, Social Signals)
│
▼
Data Ingestion Layer
│
▼
Stream Processing Layer
│
▼
Trend Detection Engine
│
┌───────────┴───────────┐
▼ ▼
Demand Prediction Opportunity Engine
│ │
▼ ▼
AI Agent Layer
│
▼
Redis Cache
│
▼
API Gateway
│
▼
Frontend Dashboard

⚡ Event-Driven Architecture
TrendPilot uses an event-driven microservices architecture.
Example event flow:
Collector → trend.raw
Detection → trend.detected
Prediction → trend.predicted
Opportunity → opportunity.generated

Each microservice reacts to events asynchronously.
🛠 Tech Stack
Frontend
  • React
  • TypeScript
  • SCSS
Api Gateway
  • NodeJs
  • ExpressJs
AI Services
  • Python
  • FastAPI
Database
  • PostgreSQL
Cache & Streaming
  • Redis
📂 Project Structure
trendpilot/
│
├── frontend
│
├── services
│ ├── data-collector
│ ├── trend-detection
│ ├── prediction-service
│ ├── opportunity-engine
│ ├── ai-research-agent
│ ├── ai-campaign-agent
│ └── api-gateway
│
├── infrastructure
│ ├── docker
│ ├── redis
│ └── database
│
├── docs
│
└── README.md

🚀 Getting Started
Clone Repository
git clone https://github.com/Sastik/TrendPilot.git
cd trendpilot

Start Services
docker-compose up --build

Run Frontend
cd frontend
npm install
npm run dev

🌐 Live Demo
Frontend
https://trendpilot-demo.netlify.app

API Docs
https://trendpilot-api.onrender.com/docs

🛣 Future Roadmap
  • Real-time global trend heatmaps
  • AI competitor analysis
  • automated ad campaign deployment
  • marketing performance feedback loop
  • predictive market simulations
🤝 Contributing
Contributions are welcome.
Feel free to:
  • submit issues
  • propose new features
  • open pull requests
⭐ Support
If you like this project, give it a star ⭐ and help support the development of AI-powered market intelligence tools.
About
TrendPilot is a next-generation AI market intelligence platform that analyzes real-time trends, user behavior, and digital signals to generate actionable insights, predictive strategies, and automated content for data-driven growth.
Topics
ai-platformautomationfuture-techmarket-intelligencepredictive-analyticssassstartup-projecttrend-analysis
Resources
Readme
Activity
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Auto-enable theater mode on YouTube
(function() {
function tryTheater() {
var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]');
if (btn && !btn.classList.contains('activated')) {
btn.click();
}
}
// Try immediately
tryTheater();
// Try after navigation (SPA)
var lastUrl = location.href;
setInterval(function() {
if (location.href !== lastUrl) {
lastUrl = location.href;
setTimeout(tryTheater, 500);
}
}, 1000);
// Also try on player load
var observer = new MutationObserver(tryTheater);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - Sastik/trend-pilot: TrendPilot is a next-generation AI market intelligence platform that analyzes real-time trends, user behavior, and digital signals to generate actionable insights, predictive strategies, and automated content for data-driven growth. · GitHub
Skip to content
BranchesTags
Latest commit
History
7 Commits
Folders and files
NameName
Last commit message
Last commit date
README.md
README.md
Repository files navigation
🚀 TrendPilot
AI Market Intelligence & Growth Automation Platform
🌍 Vision
We are living in the Gen-Z attention economy, where trends can transform small businesses overnight.
A simple tea seller, street food vendor, or small creator can become viral because they catch the right trend at the right time.
However, most startups, creators, NGOs, and businesses miss these opportunities because they lack tools to understand:
  • what people want right now
  • where demand is increasing
  • how to market their product
  • when to launch campaigns
TrendPilot solves this problem.
❗ Problem Statement
Modern organizations face three major challenges.
1️⃣ Trend Visibility
Most businesses cannot detect early trends before they become saturated.
Example:
Keyword: AI Resume Builder
Growth: +210% in 48 hours

By the time businesses discover the trend, competitors already dominate it.
2️⃣ Marketing Strategy Gap
Even when founders identify trends, they still struggle with:
  • which platform to advertise on
  • which keywords to target
  • which region has the highest demand
  • how to structure campaigns
3️⃣ Data Fragmentation
Market signals are scattered across:
  • search engines
  • news platforms
  • social media
  • marketing analytics
There is no unified platform that converts these signals into growth strategies.
💡 Solution
TrendPilot is a full-stack AI Market Intelligence Platform that detects emerging trends and converts them into automated marketing strategies.
Think of it as:
“An AI engine that predicts what people will want next and tells organizations how to market it.”
The platform continuously analyzes signals and provides:
  • 📈 Trend Detection
  • 🔮 Demand Prediction
  • 📊 Market Intelligence
  • 📣 Campaign Strategy Generation
🎯 Target Users
TrendPilot is designed for multiple audiences.
🚀 Startups
Discover product demand and optimize marketing strategies.
🎥 Creators
Find viral topics and trending content opportunities.
🌱 NGOs
Identify social trends and launch awareness campaigns.
🏢 Businesses
Optimize advertising spend and regional targeting.
👨‍💻 Developers & Students
Track technology trends and emerging skills.
⚙️ Core Features
1️⃣ Trend Discovery Engine
Continuously monitors global signals to detect rapidly growing topics.
Example:
Trend Detected
Keyword: AI Resume Builder
Growth Rate: +210%
Region: India
Time Window: Last 48 hours

2️⃣ Market Demand Prediction
Uses time-series forecasting models to predict demand growth.
Example:
Product: Air Cooler
Demand Prediction: +35%
Next 14 Days
Confidence Score: 0.82

3️⃣ Ad Campaign Optimization
Automatically suggests marketing campaigns.
Example:
Keyword: AI Resume Builder
Platform: Google Ads
Target Region: India
Suggested Budget: $30/day

4️⃣ AI Market Analyst
Ask questions like a market consultant.
Example:
Why is "AI Resume Builder" trending?

AI Response:
1. Increased job competition
2. Rise of AI productivity tools
3. High search demand in India & Southeast Asia

5️⃣ Opportunity Detection Engine
Identifies market gaps and emerging opportunities.
Example:
Opportunity Score: 87/100
Category: AI Resume Tools
Growth Rate: +190%
Competition: Medium

6️⃣ AI Growth Advisor
Provides business growth strategies through conversational AI.
Example:
How can I grow my AI YouTube channel?

AI Response:
1. Create tutorials on AI resume tools
2. Target job automation topics
3. Focus SEO on "AI career tools"

7️⃣ AI Campaign Generator
Automatically generates marketing campaigns.
Example:
Instagram Post
"5 AI Tools That Will Replace Resume Writing"
YouTube Video
"How AI Beats ATS Resume Filters"

🧠 System Architecture
 Data Sources
(Trend APIs, News, Social Signals)
│
▼
Data Ingestion Layer
│
▼
Stream Processing Layer
│
▼
Trend Detection Engine
│
┌───────────┴───────────┐
▼ ▼
Demand Prediction Opportunity Engine
│ │
▼ ▼
AI Agent Layer
│
▼
Redis Cache
│
▼
API Gateway
│
▼
Frontend Dashboard

⚡ Event-Driven Architecture
TrendPilot uses an event-driven microservices architecture.
Example event flow:
Collector → trend.raw
Detection → trend.detected
Prediction → trend.predicted
Opportunity → opportunity.generated

Each microservice reacts to events asynchronously.
🛠 Tech Stack
Frontend
  • React
  • TypeScript
  • SCSS
Api Gateway
  • NodeJs
  • ExpressJs
AI Services
  • Python
  • FastAPI
Database
  • PostgreSQL
Cache & Streaming
  • Redis
📂 Project Structure
trendpilot/
│
├── frontend
│
├── services
│ ├── data-collector
│ ├── trend-detection
│ ├── prediction-service
│ ├── opportunity-engine
│ ├── ai-research-agent
│ ├── ai-campaign-agent
│ └── api-gateway
│
├── infrastructure
│ ├── docker
│ ├── redis
│ └── database
│
├── docs
│
└── README.md

🚀 Getting Started
Clone Repository
git clone https://github.com/Sastik/TrendPilot.git
cd trendpilot

Start Services
docker-compose up --build

Run Frontend
cd frontend
npm install
npm run dev

🌐 Live Demo
Frontend
https://trendpilot-demo.netlify.app

API Docs
https://trendpilot-api.onrender.com/docs

🛣 Future Roadmap
  • Real-time global trend heatmaps
  • AI competitor analysis
  • automated ad campaign deployment
  • marketing performance feedback loop
  • predictive market simulations
🤝 Contributing
Contributions are welcome.
Feel free to:
  • submit issues
  • propose new features
  • open pull requests
⭐ Support
If you like this project, give it a star ⭐ and help support the development of AI-powered market intelligence tools.
About
TrendPilot is a next-generation AI market intelligence platform that analyzes real-time trends, user behavior, and digital signals to generate actionable insights, predictive strategies, and automated content for data-driven growth.
Topics
ai-platformautomationfuture-techmarket-intelligencepredictive-analyticssassstartup-projecttrend-analysis
Resources
Readme
Activity
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Remove or un-stick sticky/fixed headers that block content
(function() {
function unstick() {
document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) {
if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {
el.style.position = 'static';
el.style.top = 'auto';
el.style.zIndex = 'auto';
}
});
}
unstick();
var observer = new MutationObserver(unstick);
observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });
})();
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - Sastik/trend-pilot: TrendPilot is a next-generation AI market intelligence platform that analyzes real-time trends, user behavior, and digital signals to generate actionable insights, predictive strategies, and automated content for data-driven growth. · GitHub
Skip to content
BranchesTags
Latest commit
History
7 Commits
Folders and files
NameName
Last commit message
Last commit date
README.md
README.md
Repository files navigation
🚀 TrendPilot
AI Market Intelligence & Growth Automation Platform
🌍 Vision
We are living in the Gen-Z attention economy, where trends can transform small businesses overnight.
A simple tea seller, street food vendor, or small creator can become viral because they catch the right trend at the right time.
However, most startups, creators, NGOs, and businesses miss these opportunities because they lack tools to understand:
  • what people want right now
  • where demand is increasing
  • how to market their product
  • when to launch campaigns
TrendPilot solves this problem.
❗ Problem Statement
Modern organizations face three major challenges.
1️⃣ Trend Visibility
Most businesses cannot detect early trends before they become saturated.
Example:
Keyword: AI Resume Builder
Growth: +210% in 48 hours

By the time businesses discover the trend, competitors already dominate it.
2️⃣ Marketing Strategy Gap
Even when founders identify trends, they still struggle with:
  • which platform to advertise on
  • which keywords to target
  • which region has the highest demand
  • how to structure campaigns
3️⃣ Data Fragmentation
Market signals are scattered across:
  • search engines
  • news platforms
  • social media
  • marketing analytics
There is no unified platform that converts these signals into growth strategies.
💡 Solution
TrendPilot is a full-stack AI Market Intelligence Platform that detects emerging trends and converts them into automated marketing strategies.
Think of it as:
“An AI engine that predicts what people will want next and tells organizations how to market it.”
The platform continuously analyzes signals and provides:
  • 📈 Trend Detection
  • 🔮 Demand Prediction
  • 📊 Market Intelligence
  • 📣 Campaign Strategy Generation
🎯 Target Users
TrendPilot is designed for multiple audiences.
🚀 Startups
Discover product demand and optimize marketing strategies.
🎥 Creators
Find viral topics and trending content opportunities.
🌱 NGOs
Identify social trends and launch awareness campaigns.
🏢 Businesses
Optimize advertising spend and regional targeting.
👨‍💻 Developers & Students
Track technology trends and emerging skills.
⚙️ Core Features
1️⃣ Trend Discovery Engine
Continuously monitors global signals to detect rapidly growing topics.
Example:
Trend Detected
Keyword: AI Resume Builder
Growth Rate: +210%
Region: India
Time Window: Last 48 hours

2️⃣ Market Demand Prediction
Uses time-series forecasting models to predict demand growth.
Example:
Product: Air Cooler
Demand Prediction: +35%
Next 14 Days
Confidence Score: 0.82

3️⃣ Ad Campaign Optimization
Automatically suggests marketing campaigns.
Example:
Keyword: AI Resume Builder
Platform: Google Ads
Target Region: India
Suggested Budget: $30/day

4️⃣ AI Market Analyst
Ask questions like a market consultant.
Example:
Why is "AI Resume Builder" trending?

AI Response:
1. Increased job competition
2. Rise of AI productivity tools
3. High search demand in India & Southeast Asia

5️⃣ Opportunity Detection Engine
Identifies market gaps and emerging opportunities.
Example:
Opportunity Score: 87/100
Category: AI Resume Tools
Growth Rate: +190%
Competition: Medium

6️⃣ AI Growth Advisor
Provides business growth strategies through conversational AI.
Example:
How can I grow my AI YouTube channel?

AI Response:
1. Create tutorials on AI resume tools
2. Target job automation topics
3. Focus SEO on "AI career tools"

7️⃣ AI Campaign Generator
Automatically generates marketing campaigns.
Example:
Instagram Post
"5 AI Tools That Will Replace Resume Writing"
YouTube Video
"How AI Beats ATS Resume Filters"

🧠 System Architecture
 Data Sources
(Trend APIs, News, Social Signals)
│
▼
Data Ingestion Layer
│
▼
Stream Processing Layer
│
▼
Trend Detection Engine
│
┌───────────┴───────────┐
▼ ▼
Demand Prediction Opportunity Engine
│ │
▼ ▼
AI Agent Layer
│
▼
Redis Cache
│
▼
API Gateway
│
▼
Frontend Dashboard

⚡ Event-Driven Architecture
TrendPilot uses an event-driven microservices architecture.
Example event flow:
Collector → trend.raw
Detection → trend.detected
Prediction → trend.predicted
Opportunity → opportunity.generated

Each microservice reacts to events asynchronously.
🛠 Tech Stack
Frontend
  • React
  • TypeScript
  • SCSS
Api Gateway
  • NodeJs
  • ExpressJs
AI Services
  • Python
  • FastAPI
Database
  • PostgreSQL
Cache & Streaming
  • Redis
📂 Project Structure
trendpilot/
│
├── frontend
│
├── services
│ ├── data-collector
│ ├── trend-detection
│ ├── prediction-service
│ ├── opportunity-engine
│ ├── ai-research-agent
│ ├── ai-campaign-agent
│ └── api-gateway
│
├── infrastructure
│ ├── docker
│ ├── redis
│ └── database
│
├── docs
│
└── README.md

🚀 Getting Started
Clone Repository
git clone https://github.com/Sastik/TrendPilot.git
cd trendpilot

Start Services
docker-compose up --build

Run Frontend
cd frontend
npm install
npm run dev

🌐 Live Demo
Frontend
https://trendpilot-demo.netlify.app

API Docs
https://trendpilot-api.onrender.com/docs

🛣 Future Roadmap
  • Real-time global trend heatmaps
  • AI competitor analysis
  • automated ad campaign deployment
  • marketing performance feedback loop
  • predictive market simulations
🤝 Contributing
Contributions are welcome.
Feel free to:
  • submit issues
  • propose new features
  • open pull requests
⭐ Support
If you like this project, give it a star ⭐ and help support the development of AI-powered market intelligence tools.
About
TrendPilot is a next-generation AI market intelligence platform that analyzes real-time trends, user behavior, and digital signals to generate actionable insights, predictive strategies, and automated content for data-driven growth.
Topics
ai-platformautomationfuture-techmarket-intelligencepredictive-analyticssassstartup-projecttrend-analysis
Resources
Readme
Activity
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Universal Dark Mode - works on any site
(function() {
var enabled = true;
function applyDarkMode() {
if (!enabled) return;
// Create style element if it doesn't exist
var style = document.getElementById('universal-dark-mode-style');
if (!style) {
style = document.createElement('style');
style.id = 'universal-dark-mode-style';
document.head.appendChild(style);
}
// Dark mode CSS - inverts colors but preserves images/video
style.textContent = '
/* Invert everything except media */
html {
filter: invert(1) hue-rotate(180deg) !important;
background: #1a1a2e !important;
}
/* Restore images, videos, iframes, canvas */
img, video, iframe, canvas, svg, picture, [style*="background-image"] {
filter: invert(1) hue-rotate(180deg) !important;
}
/* Preserve specific elements that should not be inverted */
.no-dark-mode, .no-dark-mode *,
[data-theme="light"], [data-theme="light"],
.ace_editor, .ace_editor *,
.CodeMirror, .CodeMirror *,
.monaco-editor, .monaco-editor *,
.markdown-body pre, .markdown-body pre *,
.highlight, .highlight *,
pre code, pre code * {
filter: none !important;
}
/* Fix common UI elements */
.modal, .popup, .dropdown-menu, .tooltip, .popover {
filter: invert(1) hue-rotate(180deg) !important;
background: #2d2d44 !important;
border-color: #444 !important;
}
/* Scrollbars */
::-webkit-scrollbar { background: #1a1a2e !important; }
::-webkit-scrollbar-thumb { background: #444 !important; }
::-webkit-scrollbar-thumb:hover { background: #555 !important; }
/* Selection */
::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }
::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }
';
}
function removeDarkMode() {
var style = document.getElementById('universal-dark-mode-style');
if (style) style.remove();
}
// Toggle with Alt+Shift+D
document.addEventListener('keydown', function(e) {
if (e.altKey && e.shiftKey && e.key === 'D') {
e.preventDefault();
enabled = !enabled;
if (enabled) {
applyDarkMode();
console.log('[Universal Dark Mode] Enabled');
} else {
removeDarkMode();
console.log('[Universal Dark Mode] Disabled');
}
}
});
// Apply on load
applyDarkMode();
// Re-apply on dynamic content
var observer = new MutationObserver(function(mutations) {
if (enabled && !document.getElementById('universal-dark-mode-style')) {
applyDarkMode();
}
});
observer.observe(document.head, { childList: true });
console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');
})();
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();
GitHub - Sastik/trend-pilot: TrendPilot is a next-generation AI market intelligence platform that analyzes real-time trends, user behavior, and digital signals to generate actionable insights, predictive strategies, and automated content for data-driven growth. · GitHub
Skip to content
BranchesTags
Latest commit
History
7 Commits
Folders and files
NameName
Last commit message
Last commit date
README.md
README.md
Repository files navigation
🚀 TrendPilot
AI Market Intelligence & Growth Automation Platform
🌍 Vision
We are living in the Gen-Z attention economy, where trends can transform small businesses overnight.
A simple tea seller, street food vendor, or small creator can become viral because they catch the right trend at the right time.
However, most startups, creators, NGOs, and businesses miss these opportunities because they lack tools to understand:
  • what people want right now
  • where demand is increasing
  • how to market their product
  • when to launch campaigns
TrendPilot solves this problem.
❗ Problem Statement
Modern organizations face three major challenges.
1️⃣ Trend Visibility
Most businesses cannot detect early trends before they become saturated.
Example:
Keyword: AI Resume Builder
Growth: +210% in 48 hours

By the time businesses discover the trend, competitors already dominate it.
2️⃣ Marketing Strategy Gap
Even when founders identify trends, they still struggle with:
  • which platform to advertise on
  • which keywords to target
  • which region has the highest demand
  • how to structure campaigns
3️⃣ Data Fragmentation
Market signals are scattered across:
  • search engines
  • news platforms
  • social media
  • marketing analytics
There is no unified platform that converts these signals into growth strategies.
💡 Solution
TrendPilot is a full-stack AI Market Intelligence Platform that detects emerging trends and converts them into automated marketing strategies.
Think of it as:
“An AI engine that predicts what people will want next and tells organizations how to market it.”
The platform continuously analyzes signals and provides:
  • 📈 Trend Detection
  • 🔮 Demand Prediction
  • 📊 Market Intelligence
  • 📣 Campaign Strategy Generation
🎯 Target Users
TrendPilot is designed for multiple audiences.
🚀 Startups
Discover product demand and optimize marketing strategies.
🎥 Creators
Find viral topics and trending content opportunities.
🌱 NGOs
Identify social trends and launch awareness campaigns.
🏢 Businesses
Optimize advertising spend and regional targeting.
👨‍💻 Developers & Students
Track technology trends and emerging skills.
⚙️ Core Features
1️⃣ Trend Discovery Engine
Continuously monitors global signals to detect rapidly growing topics.
Example:
Trend Detected
Keyword: AI Resume Builder
Growth Rate: +210%
Region: India
Time Window: Last 48 hours

2️⃣ Market Demand Prediction
Uses time-series forecasting models to predict demand growth.
Example:
Product: Air Cooler
Demand Prediction: +35%
Next 14 Days
Confidence Score: 0.82

3️⃣ Ad Campaign Optimization
Automatically suggests marketing campaigns.
Example:
Keyword: AI Resume Builder
Platform: Google Ads
Target Region: India
Suggested Budget: $30/day

4️⃣ AI Market Analyst
Ask questions like a market consultant.
Example:
Why is "AI Resume Builder" trending?

AI Response:
1. Increased job competition
2. Rise of AI productivity tools
3. High search demand in India & Southeast Asia

5️⃣ Opportunity Detection Engine
Identifies market gaps and emerging opportunities.
Example:
Opportunity Score: 87/100
Category: AI Resume Tools
Growth Rate: +190%
Competition: Medium

6️⃣ AI Growth Advisor
Provides business growth strategies through conversational AI.
Example:
How can I grow my AI YouTube channel?

AI Response:
1. Create tutorials on AI resume tools
2. Target job automation topics
3. Focus SEO on "AI career tools"

7️⃣ AI Campaign Generator
Automatically generates marketing campaigns.
Example:
Instagram Post
"5 AI Tools That Will Replace Resume Writing"
YouTube Video
"How AI Beats ATS Resume Filters"

🧠 System Architecture
 Data Sources
(Trend APIs, News, Social Signals)
│
▼
Data Ingestion Layer
│
▼
Stream Processing Layer
│
▼
Trend Detection Engine
│
┌───────────┴───────────┐
▼ ▼
Demand Prediction Opportunity Engine
│ │
▼ ▼
AI Agent Layer
│
▼
Redis Cache
│
▼
API Gateway
│
▼
Frontend Dashboard

⚡ Event-Driven Architecture
TrendPilot uses an event-driven microservices architecture.
Example event flow:
Collector → trend.raw
Detection → trend.detected
Prediction → trend.predicted
Opportunity → opportunity.generated

Each microservice reacts to events asynchronously.
🛠 Tech Stack
Frontend
  • React
  • TypeScript
  • SCSS
Api Gateway
  • NodeJs
  • ExpressJs
AI Services
  • Python
  • FastAPI
Database
  • PostgreSQL
Cache & Streaming
  • Redis
📂 Project Structure
trendpilot/
│
├── frontend
│
├── services
│ ├── data-collector
│ ├── trend-detection
│ ├── prediction-service
│ ├── opportunity-engine
│ ├── ai-research-agent
│ ├── ai-campaign-agent
│ └── api-gateway
│
├── infrastructure
│ ├── docker
│ ├── redis
│ └── database
│
├── docs
│
└── README.md

🚀 Getting Started
Clone Repository
git clone https://github.com/Sastik/TrendPilot.git
cd trendpilot

Start Services
docker-compose up --build

Run Frontend
cd frontend
npm install
npm run dev

🌐 Live Demo
Frontend
https://trendpilot-demo.netlify.app

API Docs
https://trendpilot-api.onrender.com/docs

🛣 Future Roadmap
  • Real-time global trend heatmaps
  • AI competitor analysis
  • automated ad campaign deployment
  • marketing performance feedback loop
  • predictive market simulations
🤝 Contributing
Contributions are welcome.
Feel free to:
  • submit issues
  • propose new features
  • open pull requests
⭐ Support
If you like this project, give it a star ⭐ and help support the development of AI-powered market intelligence tools.
About
TrendPilot is a next-generation AI market intelligence platform that analyzes real-time trends, user behavior, and digital signals to generate actionable insights, predictive strategies, and automated content for data-driven growth.
Topics
ai-platformautomationfuture-techmarket-intelligencepredictive-analyticssassstartup-projecttrend-analysis
Resources
Readme
Activity
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors