Complete Guide: How to Analyze YouTube Comments with Artificial Intelligence

Nov 29, 2025 8 min read MainLab

In the digital information age, knowing how to distinguish between genuine opinions and manipulated content has become an essential skill. YouTube comments can contain valuable information about products, services, and content creators, but they can also be plagued with bots, spam, and paid opinions.

In this complete guide, you'll learn how to analyze YouTube comments with Artificial Intelligence using our free Don't Be Influenced tool. We'll show you step by step how to detect fake comments, identify bots, and get accurate sentiment analysis.

Why is it Important to Analyze YouTube Comments?

YouTube comments significantly influence our purchasing decisions and our perception of products, brands, and content creators. However, there are several issues that can distort this information:

Did you know...

According to recent studies, up to 15% of comments on popular YouTube videos may come from bot accounts or be paid comments. Our AI tool helps you identify these patterns.

How to Analyze YouTube Comments: Step-by-Step Guide

Follow these simple steps to analyze any YouTube video with our AI tool:

1

Find the YouTube Video

Open YouTube in your browser and navigate to the video whose comments you want to analyze. It can be a product review, an influencer video, or any content you want to verify.

2

Copy the Video URL

Copy the complete video URL from the address bar. The URL can be in the format youtube.com/watch?v=XXXXX or youtu.be/XXXXX. Both formats work correctly.

3

Paste the URL in Don't Be Influenced

Go to our tool and paste the URL in the input field. Make sure the URL is complete and valid.

4

Click "Analyze"

Press the analyze button and wait while our AI processes all the video comments. Analysis time depends on the number of comments.

5

Review the Results

Examine the complete analysis including: percentage of positive, negative, and neutral comments; suspicious comment detection; and an AI-generated summary of the overall feedback.

What Information Does the Analysis Provide?

Our AI tool provides several types of valuable information:

Sentiment Analysis

We classify each comment as positive, negative, or neutral, providing you with accurate percentages of the audience's overall sentiment towards the video content.

Bot and Spam Detection

Our AI identifies typical patterns of automated comments, such as generic, repetitive texts or ones that have no relation to the video content. We show you the percentage of suspicious comments.

Intelligent Summary

We generate a natural language summary that explains the main topics discussed, the most common opinions, and any notable patterns in the comments.

Practical Use Cases

Before Buying a Product

If you're considering buying a product you've seen in a review video, use our tool to verify if the positive comments are genuine or if there are signs of paid comments.

Evaluating an Influencer's Authenticity

Before following an influencer's recommendations or collaborating with one, analyze their videos to see if they have a real and engaged audience, or if their comments show signs of manipulation.

Market Research

If you work in digital marketing, you can use this tool to understand the real public sentiment towards your brand or competition.

Ready to Start Analyzing?

Try our free tool right now and discover the truth behind YouTube comments.

Analyze Now

Frequently Asked Questions

Is it really free?

Yes, Don't Be Influenced is a 100% free tool. There are no usage limits or hidden premium features.

Does it work with any YouTube video?

It works with any public YouTube video that has comments enabled. We cannot analyze private videos or those with disabled comments.

How accurate is the AI analysis?

We use state-of-the-art language models that offer very high accuracy. However, like any AI system, there may be edge cases where the interpretation isn't perfect.

Do you store my data or the videos I analyze?

We don't store personal information. Analyses are processed in real-time and results are shown only to you. We maintain a public feed of recently analyzed videos, but without associated personal data.