Free Creator Tool · Audience Intel

Instagram & YouTube Comment Section Analyzer

Fetch thousands of comments across top-performing YouTube videos and Instagram reels in seconds. Uncover real customer pain points, frequently asked questions, and validated topics for your next viral post.

Analyze Comments

Comment Section Analyzer · Fetch 10,000+ comments & extract audience questions

What is the Comment Section Intel Analyzer?

The Comment Section Analyzer is an AI audience research tool that extracts and categorizes user comments from YouTube videos and Instagram posts. By filtering out spam and clustering thousands of viewer comments by sentiment and topic, it surfaces what questions viewers are asking, what problems remain unsolved, and exactly which video concepts have proven audience interest.

Workflow

How It Works in 3 Simple Steps

Input Post or Video Link

Paste any public YouTube URL or Instagram post link into the dashboard, or tap the Creator Insights icon right on the page.

Automated Fetching & Cleansing

Our engine extracts comments, nested replies, timestamps, and reaction counts, stripping out bot links and promotional spam.

AI Synthesis & Topic Extraction

Review AI-synthesized summaries that list the top recurring questions, objections, and ready-to-script video concepts.

Creator Archetypes

Where & How This Tool Wins You Reach

Content Creators & YouTubers

Validated Video Demand

Short & Long-Form Video Creators

Fetch comments on top competitor videos in your niche to identify what questions were left unanswered by the original creator.

SaaS & E-commerce Product Teams

1,000+ Insights / Hour

Product & Marketing Managers

Analyze comment sections under viral product review videos and unboxing reels to pinpoint feature complaints and gaps.

Direct-Response Copywriters

Exact Voice of Customer

Funnel & Script Writers

Extract authentic colloquial vocabulary and customer slang directly from the target market to craft high-converting copy.

Agency Strategists

Automated Sentiment Audit

Brand Campaign Planners

Audit community sentiment across influencer sponsorships and campaign posts without hours of manual scrolling.

Benchmarking

Creator Insights vs. Manual Workflow

Feature / Capability	Creator Insights (Free Tool)	Manual / Legacy Approach
Comment Extraction Capacity	Thousands of comments parsed in seconds	Manual reading capped at 50-100 before reader fatigue
Spam & Bot Filtering	Automated removal of emoji spam, bot links, and self-promotion	Manual eye-filtering through clutter
Export Capabilities	1-click export to CSV, Google Sheets, and JSON	No export capability natively on YouTube or Instagram
AI Question Clustering	Clusters questions into high-intent content ideas automatically	Manual spreadsheet sorting and tagging

Answers

Frequently Asked Questions

Paste any public YouTube video link or Instagram post URL into Creator Insights, or click the browser extension icon while viewing the post. Within seconds, our system extracts thousands of comments, filters out spam, and classifies the comments by sentiment and intent.

Instant Access · Free Forever

Stop Guessing What Your Audience Wants

Mine the highest-intent customer questions and feedback directly from viral comment sections today.

Analyze Comments