- YouTube Content Creators: To better understand their audience's feelings and feedback, and refine their video content.
- Digital Marketers: To analyze audience engagement and sentiment for specific campaigns or topics on YouTube.
- Community Managers: To monitor and respond to audience discussions, identifying key themes and issues.
- Anyone Managing a YouTube Channel: Individuals or teams looking for data-driven insights to grow their channel and improve interaction.
How to Use CommentScope?
- Sentiment Analysis: Gauging the overall sentiment (positive, negative, neutral) of comments to understand audience feelings.
- Trend Detection: Identifying emerging patterns, popular topics, or recurring themes within comments.
- Engagement Insights: Providing data on how to optimize content for better audience interaction.
- AI Recommendations: Offering actionable insights based on GPT models to guide content strategy improvements (operates on a credit-based system for recommendations).
- AI-Powered Deep Dive: Goes beyond basic comment counts by offering AI-driven sentiment analysis, trend detection, and actionable recommendations using GPT models.
- One-Time Purchase Model: Unlike many SaaS tools, CommentScope offers its paid plans ("Starter" and "Pro") as one-time purchases without recurring monthly subscriptions, which can be cost-effective.
- Actionable Insights: Focuses on providing concrete recommendations to help creators improve their content strategy and engagement, rather than just raw data.
- Developer Focus: Developed by Tinkerbrains Studio, indicating a dedicated and specialized approach to the tool.
- Specific Niche Focus: Highly specialized in YouTube comment analysis, providing tailored insights for creators.
- Actionable AI Recommendations: The AI-powered recommendations are geared towards helping creators make tangible improvements to their content.
- One-Time Payment Option: The absence of monthly subscriptions for paid plans is a significant financial benefit for users.
- Data Retention & Export: Offers 30-day data retention and the ability to download analyses as CSV, useful for long-term tracking and reporting.
- Credit-Based AI Recommendations: The AI recommendations operate on a credit-based system, which might limit the number of detailed insights available depending on the plan.
- Limited "How-To": The summary doesn't provide granular details on the user's interaction process (e.g., how to connect a YouTube channel, input videos for analysis).
Starter
$ 5.00
10 GPT-4.1 AI powered recommendations
2 O4-mini AI powered recommendations
Sentiment analysis
AI powered trend analysis
Engagement insights
30-day data retention (saved analyses)
Download analysis as CSV
Fast support
Pro
$ 20.00
50 GPT-4.1 AI powered recommendations
100 O4-mini AI powered recommendations
Sentiment analysis
AI powered trend analysis
Engagement insights
30-day data retention (saved analyses)
Download analysis as CSV
Fast support
Proud of the love you're getting? Show off your AI Toolbook reviews—then invite more fans to share the love and build your credibility.
Add an AI Toolbook badge to your site—an easy way to drive followers, showcase updates, and collect reviews. It's like a mini 24/7 billboard for your AI.
Reviews
Rating Distribution
Average score
Popular Mention
FAQs
Similar AI Tools
vidIQ
vidIQ is an AI-powered YouTube growth tool designed to help content creators optimize their videos for better visibility, engagement, and performance. It offers a suite of tools, including AI-powered keyword research, competitor analysis, video optimization, and analytics to boost YouTube SEO and audience reach.
vidIQ
vidIQ is an AI-powered YouTube growth tool designed to help content creators optimize their videos for better visibility, engagement, and performance. It offers a suite of tools, including AI-powered keyword research, competitor analysis, video optimization, and analytics to boost YouTube SEO and audience reach.
vidIQ
vidIQ is an AI-powered YouTube growth tool designed to help content creators optimize their videos for better visibility, engagement, and performance. It offers a suite of tools, including AI-powered keyword research, competitor analysis, video optimization, and analytics to boost YouTube SEO and audience reach.
StarScout
StarScout AI is an intelligent influencer discovery platform designed to help brands, agencies, and creators find and connect with ideal social media influencers. It leverages natural language prompting and real-time data from platforms like Instagram, TikTok, YouTube, and X to deliver continually updated recommendations, smart filters, and performance scoring.
StarScout
StarScout AI is an intelligent influencer discovery platform designed to help brands, agencies, and creators find and connect with ideal social media influencers. It leverages natural language prompting and real-time data from platforms like Instagram, TikTok, YouTube, and X to deliver continually updated recommendations, smart filters, and performance scoring.
StarScout
StarScout AI is an intelligent influencer discovery platform designed to help brands, agencies, and creators find and connect with ideal social media influencers. It leverages natural language prompting and real-time data from platforms like Instagram, TikTok, YouTube, and X to deliver continually updated recommendations, smart filters, and performance scoring.
Easy Comment Generator is a free AI-powered tool that automatically crafts fun, engaging, and platform‑optimized comments for social media posts. No account or signup required—just choose the platform, tone, style, and get multiple ready‑to‑use comments in seconds. It works across Instagram, YouTube, TikTok, Reddit, LinkedIn, X, Facebook, Pinterest and more.
Easy Comment Generator is a free AI-powered tool that automatically crafts fun, engaging, and platform‑optimized comments for social media posts. No account or signup required—just choose the platform, tone, style, and get multiple ready‑to‑use comments in seconds. It works across Instagram, YouTube, TikTok, Reddit, LinkedIn, X, Facebook, Pinterest and more.
Easy Comment Generator is a free AI-powered tool that automatically crafts fun, engaging, and platform‑optimized comments for social media posts. No account or signup required—just choose the platform, tone, style, and get multiple ready‑to‑use comments in seconds. It works across Instagram, YouTube, TikTok, Reddit, LinkedIn, X, Facebook, Pinterest and more.
VidQuest AI
VidQuest AI positions itself as the “ChatGPT for YouTube”. It’s a Chrome extension and web platform where users watch YouTube videos and can ask natural-language questions about the content. The AI responds with context-aware answers based on the video transcript. A feature-rich "keyword finder” lets users search for phrase occurrences and jump to timestamps. VidQuest is ideal for researchers, students, content creators, and marketers analyzing video content at depth.
VidQuest AI
VidQuest AI positions itself as the “ChatGPT for YouTube”. It’s a Chrome extension and web platform where users watch YouTube videos and can ask natural-language questions about the content. The AI responds with context-aware answers based on the video transcript. A feature-rich "keyword finder” lets users search for phrase occurrences and jump to timestamps. VidQuest is ideal for researchers, students, content creators, and marketers analyzing video content at depth.
VidQuest AI
VidQuest AI positions itself as the “ChatGPT for YouTube”. It’s a Chrome extension and web platform where users watch YouTube videos and can ask natural-language questions about the content. The AI responds with context-aware answers based on the video transcript. A feature-rich "keyword finder” lets users search for phrase occurrences and jump to timestamps. VidQuest is ideal for researchers, students, content creators, and marketers analyzing video content at depth.
InsightKeeper AI YouTube Summarizer is a completely free macOS application designed to transform lengthy YouTube videos into three powerful and distinct summary formats: Quick Summary, Sequential Summary, and Deep Dive Questions with zero cost or in-app purchases. It runs entirely locally on your Mac, preserving your privacy by avoiding any server uploads. The tool simplifies hours of video into compact, actionable insights optimized for tutorials, lectures, interviews, or any long-form video content. Featuring seamless integration with macOS and available directly from the Mac App Store, InsightKeeper AI offers users an efficient and secure way to extract meaningful intelligence from YouTube videos instantly and privately.
InsightKeeper AI YouTube Summarizer is a completely free macOS application designed to transform lengthy YouTube videos into three powerful and distinct summary formats: Quick Summary, Sequential Summary, and Deep Dive Questions with zero cost or in-app purchases. It runs entirely locally on your Mac, preserving your privacy by avoiding any server uploads. The tool simplifies hours of video into compact, actionable insights optimized for tutorials, lectures, interviews, or any long-form video content. Featuring seamless integration with macOS and available directly from the Mac App Store, InsightKeeper AI offers users an efficient and secure way to extract meaningful intelligence from YouTube videos instantly and privately.
InsightKeeper AI YouTube Summarizer is a completely free macOS application designed to transform lengthy YouTube videos into three powerful and distinct summary formats: Quick Summary, Sequential Summary, and Deep Dive Questions with zero cost or in-app purchases. It runs entirely locally on your Mac, preserving your privacy by avoiding any server uploads. The tool simplifies hours of video into compact, actionable insights optimized for tutorials, lectures, interviews, or any long-form video content. Featuring seamless integration with macOS and available directly from the Mac App Store, InsightKeeper AI offers users an efficient and secure way to extract meaningful intelligence from YouTube videos instantly and privately.
ThumbnailCreator.com is an AI-powered platform that helps users quickly and easily create eye-catching thumbnails for YouTube, social media, and other video platforms. It offers a variety of templates, customization options, and AI-powered features to help users create professional-looking thumbnails that attract viewers.
ThumbnailCreator.com is an AI-powered platform that helps users quickly and easily create eye-catching thumbnails for YouTube, social media, and other video platforms. It offers a variety of templates, customization options, and AI-powered features to help users create professional-looking thumbnails that attract viewers.
ThumbnailCreator.com is an AI-powered platform that helps users quickly and easily create eye-catching thumbnails for YouTube, social media, and other video platforms. It offers a variety of templates, customization options, and AI-powered features to help users create professional-looking thumbnails that attract viewers.
y2doc
Y2Doc is an AI-powered platform that transforms YouTube videos into structured, searchable documents. By simply pasting a YouTube URL, users can convert video content into various formats such as summaries, transcripts, blog posts, emails, and even podcast scripts. This tool is particularly beneficial for learners, researchers, content creators, and professionals who wish to extract and utilize information from video materials efficiently. :contentReference[oaicite:6]{index=6}
y2doc
Y2Doc is an AI-powered platform that transforms YouTube videos into structured, searchable documents. By simply pasting a YouTube URL, users can convert video content into various formats such as summaries, transcripts, blog posts, emails, and even podcast scripts. This tool is particularly beneficial for learners, researchers, content creators, and professionals who wish to extract and utilize information from video materials efficiently. :contentReference[oaicite:6]{index=6}
y2doc
Y2Doc is an AI-powered platform that transforms YouTube videos into structured, searchable documents. By simply pasting a YouTube URL, users can convert video content into various formats such as summaries, transcripts, blog posts, emails, and even podcast scripts. This tool is particularly beneficial for learners, researchers, content creators, and professionals who wish to extract and utilize information from video materials efficiently. :contentReference[oaicite:6]{index=6}
Postploy
Postploy is an AI-powered visual content creation and social media scheduling tool designed for creators, brands, and businesses. It helps users generate product demo videos, TikTok-style slideshows, and UGC (user-generated content), then plan and schedule posts across multiple social media platforms — all from one unified dashboard.
Postploy
Postploy is an AI-powered visual content creation and social media scheduling tool designed for creators, brands, and businesses. It helps users generate product demo videos, TikTok-style slideshows, and UGC (user-generated content), then plan and schedule posts across multiple social media platforms — all from one unified dashboard.
Postploy
Postploy is an AI-powered visual content creation and social media scheduling tool designed for creators, brands, and businesses. It helps users generate product demo videos, TikTok-style slideshows, and UGC (user-generated content), then plan and schedule posts across multiple social media platforms — all from one unified dashboard.
Avido.ai
Avido is an AI-powered video creation platform built to run faceless YouTube and TikTok channels on autopilot. It turns ideas into scroll-stopping videos by handling scripting, voice generation, image animation, background music, and social posting, so production takes minutes instead of hours. Creators can make single story videos or schedule story series that publish automatically to connected channels. A free tier with starter credits helps new users try the workflow, while paid plans scale output with higher credit limits, multiple social connections, and concurrent generations for faster production.
Avido.ai
Avido is an AI-powered video creation platform built to run faceless YouTube and TikTok channels on autopilot. It turns ideas into scroll-stopping videos by handling scripting, voice generation, image animation, background music, and social posting, so production takes minutes instead of hours. Creators can make single story videos or schedule story series that publish automatically to connected channels. A free tier with starter credits helps new users try the workflow, while paid plans scale output with higher credit limits, multiple social connections, and concurrent generations for faster production.
Avido.ai
Avido is an AI-powered video creation platform built to run faceless YouTube and TikTok channels on autopilot. It turns ideas into scroll-stopping videos by handling scripting, voice generation, image animation, background music, and social posting, so production takes minutes instead of hours. Creators can make single story videos or schedule story series that publish automatically to connected channels. A free tier with starter credits helps new users try the workflow, while paid plans scale output with higher credit limits, multiple social connections, and concurrent generations for faster production.
GoThumbnails
GoThumbnails is an AI-powered YouTube thumbnail maker designed to help creators generate professional, click-worthy thumbnails in seconds—without any design skills required. By analyzing trending designs and audience preferences, GoThumbnails automates the creation of visually engaging thumbnails that enhance click-through rates and viewer engagement.
GoThumbnails
GoThumbnails is an AI-powered YouTube thumbnail maker designed to help creators generate professional, click-worthy thumbnails in seconds—without any design skills required. By analyzing trending designs and audience preferences, GoThumbnails automates the creation of visually engaging thumbnails that enhance click-through rates and viewer engagement.
GoThumbnails
GoThumbnails is an AI-powered YouTube thumbnail maker designed to help creators generate professional, click-worthy thumbnails in seconds—without any design skills required. By analyzing trending designs and audience preferences, GoThumbnails automates the creation of visually engaging thumbnails that enhance click-through rates and viewer engagement.
TikTok Creative Center is a free, public hub designed to help marketers, creators, and businesses discover trends, analyze ad performance, and access creative tools to enhance their TikTok presence. It offers insights into top-performing ads, trending content, and provides resources to craft engaging TikTok videos and campaigns.
TikTok Creative Center is a free, public hub designed to help marketers, creators, and businesses discover trends, analyze ad performance, and access creative tools to enhance their TikTok presence. It offers insights into top-performing ads, trending content, and provides resources to craft engaging TikTok videos and campaigns.
TikTok Creative Center is a free, public hub designed to help marketers, creators, and businesses discover trends, analyze ad performance, and access creative tools to enhance their TikTok presence. It offers insights into top-performing ads, trending content, and provides resources to craft engaging TikTok videos and campaigns.
Eightify
Eightify is an AI-powered YouTube summarizer that condenses long videos into clear, actionable takeaways in seconds. It analyzes audio and visuals to extract key ideas, provides timestamped insights for quick navigation, and generates accurate transcripts alongside summaries. With multilingual support in 40+ languages and mobile and browser access, it helps learners, researchers, and creators save time while retaining depth. Customizable summary styles and lengths adapt to different goals, from quick overviews to detailed notes. A simple workflow—open a YouTube video and click to summarize—turns multi-hour content into concise briefs that are easy to share and revisit.
Eightify
Eightify is an AI-powered YouTube summarizer that condenses long videos into clear, actionable takeaways in seconds. It analyzes audio and visuals to extract key ideas, provides timestamped insights for quick navigation, and generates accurate transcripts alongside summaries. With multilingual support in 40+ languages and mobile and browser access, it helps learners, researchers, and creators save time while retaining depth. Customizable summary styles and lengths adapt to different goals, from quick overviews to detailed notes. A simple workflow—open a YouTube video and click to summarize—turns multi-hour content into concise briefs that are easy to share and revisit.
Eightify
Eightify is an AI-powered YouTube summarizer that condenses long videos into clear, actionable takeaways in seconds. It analyzes audio and visuals to extract key ideas, provides timestamped insights for quick navigation, and generates accurate transcripts alongside summaries. With multilingual support in 40+ languages and mobile and browser access, it helps learners, researchers, and creators save time while retaining depth. Customizable summary styles and lengths adapt to different goals, from quick overviews to detailed notes. A simple workflow—open a YouTube video and click to summarize—turns multi-hour content into concise briefs that are easy to share and revisit.
Editorial Note
This page was researched and written by the ATB Editorial Team. Our team researches each AI tool by reviewing its official website, testing features, exploring real use cases, and considering user feedback. Every page is fact-checked and regularly updated to ensure the information stays accurate, neutral, and useful for our readers.
If you have any suggestions or questions, email us at hello@aitoolbook.ai