Comment Sentiment Analysis

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

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.

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

Enterpret aggregates customer feedback from over 50 sources, automatically classifies it into evolving themes, and links each item to product, revenue, and customer data. AI dashboards and workflow connectors surface trends, trigger alerts, and enable contextual follow‑ups in Jira.

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.

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.

Social Sentiment Insights aggregates real‑time social, news, and alternate data to deliver sentiment scores, alerts, and trend visualizations for stocks and sectors. It supports sentiment‑based technical analysis, portfolio rebalancing, ESG scoring, and exposes API signals with blockchain‑secured co

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.

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

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.

Opencord AI monitors X and Reddit for brand mentions, analyzes sentiment and credibility, then auto‑generates and posts personalized replies. It can like, follow or repost, tracks KOL opportunities, and offers analytics to refine lead‑generation tactics.

Siftlytics automates sentiment analysis, unveiling user emotions and insights for informed decision-making. Seamlessly integrated for effortless sentiment tracking to enhance product strategies.

ClientZen aggregates customer feedback from tickets and reviews, analyzing it to surface spikes and recurring issues. It delivers instant contextual answers via Mantra AI and generates VoC reports, integrating with Zendesk for a unified customer journey view.

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

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.

Chat Summary is an AI tool that integrates with LiveChat, automatically generating concise summaries of chat transcripts. It extracts key points, keywords, and sentiment, providing centralized reports and actionable feedback to improve agent performance.

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

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.

Symanto applies NLP and deep learning to customer interactions, detecting sentiment, emotional cues, and behavior patterns across languages. It merges these insights with transactional and demographic data to deliver actionable dashboards for marketing, product, and operations teams.

Review Insights Pro is a user-friendly AI tool for businesses to manage customer reviews effectively. It offers sentiment and topic analysis, response templates, and a streamlined workflow to identify concerns and enhance products/services.

Spiral analyzes customer reviews, chat logs, and call recordings to surface actionable insights. Users can query natural language for trends, complaints, and feature requests. The AI summarizes feedback, enabling product, support, and marketing teams to prioritize improvements and gauge sentiment.

Sentavis is an AI analytics tool that consolidates customer feedback across platforms, offering sentiment analysis, trend tracking, and AI-generated recommendations to enhance customer satisfaction and optimize brand perception in real-time.

Appinion aggregates app‑store reviews, using NLP to extract sentiment and themes, and offers proactive feedback collection. It integrates with Slack, Teams, and analytics, enabling teams to benchmark sentiment, track trends, and prioritize feature fixes.

ThumbsUp centralizes real‑time user feedback, bug reports, and praise on a shared board. Sentiment analysis and keyword trends surface emotions and emerging concerns, while AI‑driven suggestions turn data into prioritized improvement ideas for product teams.

Living Comments AI is a WordPress plugin that auto‑generates AI comments in 35+ languages and 40 tones to boost post engagement. It offers customizable timing, length, moderation filters, and a metrics dashboard, enhancing interaction and SEO signals.

Octolens tracks brand mentions across 13+ platforms, using AI to filter for relevance, sentiment, and intent. It delivers real‑time alerts via Slack, email, or webhooks, offers API/MCP integration, and updates hourly for timely action.

Brand24 is an AI‑powered social listening platform monitoring 25 million sources in real time. It delivers sentiment analysis, hashtag, influencer, and competitor insights, multilingual coverage, and automated reports for brand reputation management.

Cynthia AI analyzes customer feedback, support tickets, and social media using NLP and deep search to deliver sentiment, topic, and trend insights. Automated, multilingual ingestion keeps data current, enabling product teams to track impact and prioritize actions.

Detecting‑AI scans text in 50+ languages, marking AI‑generated sentences with probability scores. It integrates with Chrome, Moodle, Zapier, and offers an API, delivering up to 98% accuracy and low false‑positives while protecting user privacy.

Automate qualitative data analysis using advanced AI and GPT-3 without compromising quality and understand customer feedback with NLP technology.

Generate Suite blends real‑time social‑media data with generative AI, delivering AI‑driven persona creation, sentiment analysis, trend scouting, audience segmentation, forecasts, curated moodboards, and actionable insights for brand strategists and product development.

Browser extension that analyzes news, tweets, and posts for bias, tone, and framing. Provides concise summaries, a trust score, political leanings, rhetoric breakdowns, and links to reputable references in real time.

Pixel2Flutter is an AI-assisted migration tool that converts Google's Pixel UI components to Flutter widgets, simplifying the process of porting Android apps to iOS and web platforms while maintaining visual consistency.

RedCom monitors Reddit and Quora for brand and keyword mentions, delivering real‑time alerts and highlighting high‑traffic threads. It offers AI‑generated comment drafts, engagement analytics, and weekly summaries to aid marketers, e‑commerce, SaaS, and reputation managers.

Yabble transforms raw data and open‑ended responses into actionable insights. Its Virtual Audiences module simulates target personas, Count tallies themes and sentiment, Summarize condenses qualitative content, and Gen supplies research assistance for evidence‑based strategy.

Humanize AI transforms AI‑generated text into natural, human‑readable language, preserving meaning across multiple languages. It adds sentiment, tone, and optional emojis while bypassing AI‑content detectors, enabling bloggers, students, marketers, and business users to publish authentic content.

Open‑source AI code‑review platform that plugs into GitHub, GitLab, Bitbucket, and Azure DevOps at the pull‑request level. Model‑agnostic, it runs custom rule sets, tracks technical debt, and delivers real‑time metrics without storing source code.

CityFALCON aggregates real‑time financial news, filings, insider trades, and ESG data, scoring sentiment and relevance. It delivers customizable watchlists, charts, multilingual translations, and APIs for institutional users to monitor market trends, risk, and accelerate decision‑making.

Semantic Scholar indexes 230 million papers, offering AI‑powered semantic search that prioritizes relevance and citation impact. It provides contextual PDF annotations, a developer API, and export options for literature reviews, grant research, and teaching.

IdeaApe aggregates and analyzes Reddit discussions to uncover consumer motivations and barriers. It offers persona insights, trend monitoring, and detailed reports with search volume data, accessible via chat and exportable PDFs for brand strategists and product teams.

Songtell uses AI to analyze song lyrics, offering a searchable library of summarized themes, contexts, and cultural links. Users receive personalized track suggestions and join community discussions, aiding listeners, musicians, and researchers.

Akira aggregates real‑time guest feedback from surveys, reviews, emails, and apps, instantly alerting staff to low ratings. Sentiment analysis flags critical complaints, automated replies streamline responses, and a single dashboard delivers cross‑location insights to improve NPS and lifetime value.

Respondable analyzes Gmail messages in time, scoring tone, politeness, and positivity against a large email dataset. It predicts reply likelihood, explains key factors, and offers style adjustments for different audiences. Integrated with Boomerang, it tracks activity and enables follow‑up schedulin

Sentiance processes sensor data on-device to generate real‑time behavioral insights for drivers and mobile users, enabling safety monitoring, fraud detection, usage‑based insurance, and personalized in‑vehicle features while keeping data privacy and bandwidth minimal.

ParagraphAI offers real‑time grammar correction, one‑tap email drafting, and instant summarization of web pages and PDFs. It provides multilingual translation, customizable tone filters, a template library, and an instruction engine for repetitive tasks across mobile, desktop, and Chrome.

##mention.click is a Reddit intelligence platform that automates sentiment analysis and lead generation by tracking over 430 million daily conversations. It helps businesses identify high-value prospects and engage in relevant discussions efficiently, enhancing brand monitoring.

Reflectfy is a customer feedback management tool that gathers and analyzes sentiments, providing actionable insights through a comprehensive dashboard. Its AI-powered analysis and custom properties help businesses understand needs and improve decision-making.

BrandJet AI is a real-time brand monitoring platform that uses AI sentiment analysis to detect reputation risks and prioritize conversations. It then converts these mentions into multi-channel outreach campaigns and aggregates all messages into a unified, AI-prioritized inbox.

ContentDetector.AI is a free tool that identifies AI-generated written text, including Chat GPT and GPT 3 content, and provides an estimated percentage score of AI generation likelihood.

ChattySurvey is an AI‑powered platform that creates conversational surveys, automatically generating personalized follow‑ups to boost response rates. It delivers real‑time sentiment analysis, root‑cause insights, and actionable recommendations for product, marketing, and support teams.