How GGTrends Works

GGTrends Docs

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Getting Started

GGTrends Documentation How To Use GGTrends (Detailed)GGTrends Extension Installation

Architecture

How GGTrends Works

GGTrends Docs

Homepage

Getting Started

GGTrends Documentation How To Use GGTrends (Detailed)GGTrends Extension Installation

Architecture

How GGTrends Works

User-facing workflow overview focused on process, boundaries, and reliability

One-line Summary

GGTrends uses a website-plus-extension model.
You manage tasks and results on the website, while the browser extension handles collection.

1. End-to-End Flow

Install and enable the extension.
Create a keyword run on the website.
The website dispatches collection steps in order.
The extension returns collected data.
The website aggregates and presents readable results.

2. Why It Runs in Stages

GGTrends uses a two-stage process (discover first, validate second) to:

improve output quality
make progress easier to follow
make interruptions easier to recover from

You do not need internal scoring details to use it effectively.

3. Reliability Behavior

The system continuously monitors extension connectivity and prioritizes state consistency:

dispatch pauses when connection is unhealthy
execution can continue from unfinished parts after recovery
website state stays aligned with execution state

In most interruptions, this avoids restarting everything from scratch.

4. Data and Permission Boundaries

Two core principles:

quota and permission decisions are enforced server-side
UI status is for interaction feedback, not billing authority

In practice: the UI is optimized for usability, while backend is the source of truth.

5. What Matters Most in Practice

For reliable outcomes, focus on these actions:

keep extension available and site-authorized
start with smaller batches, then scale
iterate keywords based on result review

6. Related Guides

How To Use: full operating guide
Extension Installation: install and authorization steps

GGTrends Extension Installation

Download, unzip, and load the GGTrends extension in Chrome developer mode

One-line Summary

1. End-to-End Flow

2. Why It Runs in Stages

3. Reliability Behavior

4. Data and Permission Boundaries

5. What Matters Most in Practice

6. Related Guides

How GGTrends Works | GGTrends - Automate Discovery of Rising Keywords on Google Trends

One-line Summary

1. End-to-End Flow

2. Why It Runs in Stages

3. Reliability Behavior

4. Data and Permission Boundaries

5. What Matters Most in Practice

6. Related Guides

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