Youtube Comment Sentiment Analysis

CommentScope is an AI tool that analyzes YouTube comments to reveal audience sentiment, trends, and engagement metrics. It provides actionable insights and recommendations to help content creators optimize their strategies and enhance viewer interaction.

Comment Explorer lets users upload a YouTube video ID to harvest comment data, extracting metrics like likes, replies, and engagement. It offers sentiment and emotion analysis, keyword filtering, and sortable tables for creators, marketers, and researchers.

Tubevoice is a YouTube comment analysis tool that extracts insights from user comments, revealing audience pain points and popular topics. It enables content creators to refine their strategies, enhancing engagement by aligning with viewer interests.

Video Mood is an AI tool that condenses YouTube videos into summaries and performs sentiment analysis on comments. It enhances video comprehension efficiency, saving time for YouTubers, CEOs, and content creators by simplifying video and comment analysis.

YouTube sumamry chrome extension is a YouTube video summary tool developed by Glasp Inc., currently in beta testing and requires installation on Chrome or Safari browsers along with sign-up.

Voxpopme collects video customer feedback through surveys and interviews, automatically transcribes, tags, and analyzes sentiment and themes in real time, delivering searchable reports or showreels. Supporting 27 countries and multiple languages, it helps teams validate messaging and align on insigh

OneCliq transforms public online conversations into structured, emotion‑centric insights in minutes, delivering real‑time sentiment and trend analysis for brands and products. Its automated classification and video sentiment extraction provide actionable, data‑driven recommendations without manual s

vidIQ delivers real‑time YouTube analytics, keyword research, AI‑powered thumbnail creation, and competitive insights. Its AI coach refines titles and descriptions, while clipping tools produce short videos. Available via Chrome or mobile, it boosts visibility and engagement for creators.

Eightify uses AI to extract key ideas from YouTube videos, delivering timestamped bullet‑point summaries, full transcripts, and comment insights via a Chrome extension and mobile apps. It supports 40+ languages, helping users preview, note‑take, and share content efficiently.

Summarize.ing instantly condenses YouTube videos into concise summaries, segmented sections, mind maps, and keyword lists. It generates 8‑10 Q&A pairs for review, aiding students, educators, and professionals in quick comprehension and decision‑making.

CreatorMagic transforms YouTube videos into written summaries, blog posts, and social media snippets from transcripts. It analyses comments for sentiment and trend insights, enabling quick content repurposing and audience understanding across platforms.

KWatch.io tracks real‑time mentions across X, LinkedIn, Facebook, YouTube, Reddit, and Hacker News, alerting via email, Slack, or API when keywords appear. It uses AI to assess sentiment and organizes results for monitoring, support, and intelligence.

OutlierKit analyzes millions of YouTube videos to reveal high-performing topics, low-competition keywords, and outlier content, offering hook and script analysis, retention patterns, trend predictions, and channel-level insights to guide data-driven video ideas and optimization.

SummarizeYT is an AI tool that summarizes YouTube videos, requires JavaScript to run, and can be installed for enhanced browsing experience. Users can contact summarizeyt.com for more information.

Feedby filters YouTube comments to deliver actionable feedback, feature requests, and bug reports, removing spam and irrelevant content. The filtered insights auto‑forward to your inbox. It supports Node/Deno, integrates with Supabase, and offers API customization for analytics.

ChatTube lets users converse in real‑time with any YouTube video, asking questions, summarizing content, locating key moments, translating, and generating transcripts. It supports 45‑minute videos or 2‑hour podcasts, retains chat history, and works across Chromium browsers with a web fallback.

Ask Youtube is a text‑based AI that retrieves precise timestamps for any YouTube video, summarizing sections, highlighting key points, and helping educators, students, researchers, and creators locate specific content quickly.

VidStats is an AI-driven YouTube analytics tool that offers insights on channel performance, audience preferences, and optimal posting times. It features competitor benchmarking and content optimization suggestions to enhance engagement and drive channel growth.

Mine My Reviews aggregates reviews from multiple platforms into one dashboard, extracting sentiment scores and key phrases. It provides real‑time keyword alerts, summarization, and exportable reports, helping small businesses and marketers quickly identify customer insights.

SolidPoint quickly summarizes YouTube videos, webpages, academic papers, and Reddit threads, extracting key concepts and actionable points. It also creates flashcards for study, supports exportable formats, and works across all YouTube channels for fast content review.

ChatGPT for YouTube is a Chrome extension that produces concise text summaries of YouTube videos, enabling quick understanding of key points. It operates without requiring a ChatGPT or OpenAI account and integrates directly into the YouTube interface.

y2doc is an AI-powered tool that converts YouTube videos into structured documents for easy data extraction and analysis. It offers fast processing, security features, and customizable content ranges for tailored results.

ReviewRecon aggregates player reviews, applies NLP to gauge sentiment and emotion, and presents the results on a dashboard. It tracks changes over time, links them to game updates, and highlights recurring issues and positives for quick, data‑driven decisions.

Canvs AI processes open‑ended text from events, social media, surveys, and internal feedback to detect sentiment and thematic shifts. It offers real‑time reaction insights, precise search, and enterprise integration, enabling rapid, data‑driven decision making across marketing, media, sports, and mo

Video Highlight delivers AI‑driven summaries, searchable transcripts, and timestamped key points for YouTube, Vimeo, Dailymotion, and private files in 37+ languages. It supports annotations, exports to Notion, Word, Markdown, CSV, Readwise, and enables collaborative sharing.

Noiz AI simplifies summarizing YouTube videos by offering expert-level summaries in multi-languages. With instant summarization and easy installation, users can quickly extract key ideas and enhance their learning experience.

Replient.ai centralizes comments from Facebook, Instagram, TikTok, LinkedIn, YouTube, and Google Reviews into one dashboard. It offers AI‑generated reply suggestions, spam filtering, sentiment tagging, and multi‑language support to streamline moderation and maintain brand consistency across platform

moveme.tv offers emotion‑based movie recommendations across 516 streaming services worldwide. Analyzing 680,000 titles, it matches moods to films, letting users filter by subscriptions and explore diverse classics, indies, and foreign releases via web browser.

VideoIQ AI transforms YouTube videos into concise summaries and timestamped answers, enabling users to engage deeply with content. Its chat functionality allows for precise questions and citations, enhancing study efficiency and learning effectiveness.

ReplyMaster is an AI-driven platform for automating YouTube content creation and analytics. It offers features like comment generation, video optimization, performance metrics analysis, and data-driven insights to enhance channel management and audience engagement.

TwelveLabs extracts structured data from videos using AI models Marengo and Pegasus. Its APIs enable time‑based search, on‑demand summarization, and vector embeddings for semantic search and recommendations, supporting media, advertising, and security workflows.

Respond, hide, and analyze all your comments from one place with AI-powered sentiment analysis and harmful engagement detection.

Tubly, a Chrome extension, uses the YouTube API to deliver AI‑generated summaries of subscribed channel videos. It extracts key transcript points, offers timestamps and chapter markers, and lets users save highlights and download transcripts.

Commenter AI automatically generates LinkedIn, X, Meta, and Instagram replies that mimic the user’s tone. It processes up to 40,000 comments, offers a built‑in CRM, custom newsfeed filtering, and a Chrome extension for quick engagement.

TubeMemo: AI browser extension that extracts YouTube transcripts, highlights key points, produces summaries, mind maps, flashcards; supports annotations, multi‑language, library, drafts for blogs, tweets, study guides; useful for professionals, students, creators, educators, journalists.

Transcribes, translates, and summarizes YouTube videos in 125+ languages, delivering instant transcripts, AI‑generated summaries with timestamps, and automatically formatted blog posts, LinkedIn articles, Twitter threads, PPT decks, chapter markers, and clip ideas for students, researchers, educator

AskVideo.ai converts any public YouTube clip into a searchable knowledge base. By generating a timestamped transcript, users can ask natural‑language queries and retrieve precise answers, reducing search time and enhancing learning for students, professionals, and creators.

HyperClapper is a Chrome extension that automatically likes, comments, and tracks LinkedIn engagement through curated pods, offering AI‑generated replies and real‑time analytics to scale content visibility and audience growth for marketers, recruiters, and creators.

Re-View allows you to conduct surveys with video survey forms, capturing emotions and insights from participants.With Re-View, you can collect more and better data, and conduct research at scale. The tool offers a range of features for UX researchers, product managers, founders, marketers, creators,

Skipit analyzes YouTube videos, delivering instant summaries of up to 12 hours. Users can ask transcript‑based questions, access unlimited chat, a prompt library, and saved history, helping students, professionals, and creators review content efficiently.

AI‑driven video platform that streamlines research, ideation, scripting, and optimisation. Includes a video explorer, idea generator, performance metrics, SEO tools, script writer, and project‑management workflow, enabling data‑backed content strategies that boost YouTube and channel discoverability

CommentGuard consolidates Facebook and Instagram comments, posts, ads, and DMs into a single inbox, auto‑filtering profanity, spam, and sensitive data. AI drafts replies, supports custom tone, team permissions, analytics, CSV export, and multi‑language translation.

Capalyze is an AI-powered data analysis tool that automates sentiment analysis and extracts performance metrics (price, volume, reviews) from platforms like Amazon and YouTube. It enables e-commerce and rental optimization with interactive dashboards, NLP-driven queries, and cross-domain insights.

Summarify AI gives YouTube video summaries in‑app and via Chrome, offering text, bullet, outline styles with timestamps for quick navigation. It supports export to PDF, Markdown, TXT, etc., helping students, researchers, creators save time and organize content.

YouBrief offers instant YouTube video summaries, saving time and providing key insights for busy individuals. Easily grasp big ideas in a short time, accessing valuable information effortlessly.

Chord is an AI tool that generates personalized articles based on user interests, using AI to vet sources and human editors for quality assurance, available for free with the option to associate generated articles with user accounts.

Summify is an AI tool that quickly summarizes entire YouTube videos into concise overviews, lets users extract key points, search full transcripts, and ask inline questions for targeted answers about books, people, and best practices.

YTSummary delivers on‑demand YouTube summaries powered by ChatGPT. It offers Outline, Mind Map, and Segment modes for concise highlights, visual maps, or timestamped sections. Supports multiple languages, exports in various formats, and tracks history for easy reference.

Syncly aggregates voice‑of‑customer data into a single dashboard, delivering real‑time social listening, sentiment analysis, influencer discovery, competitive video strategy mapping, and automated insights to accelerate decision making.

Imentiv AI is a multimodal emotion‑recognition platform that analyzes video, audio, text, and images to detect emotions, personality traits, and sentiment. It delivers objective consumer insights for marketers, creators, product teams, and supports recruitment, coaching, and wellness programs.