Sentiment Extraction
The best 50 Sentiment Extraction AI tools - Free & Paid
Explore 50 AI for Sentiment Extraction
Siftlytics automates sentiment analysis, unveiling user emotions and insights for informed decision-making. Seamlessly integrated for effortless sentiment tracking to enhance product strategies.
Free trial
- $240/mo
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
Freemium
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.
Freemium
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
Freemium
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
Freemium
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.
Subscription
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
Free
- $199/mo
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.
Subscription
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.
Freemium
Pulsed is an interactive platform for real-time polling and news summarization, featuring facial recognition for secure interactions and AI-driven insights, enabling users to express opinions on key topics while ensuring data protection and accuracy.
Freemium
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.
Freemium
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.
Free
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.
Freemium
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.
Freemium
Textraction converts raw text into structured data by extracting user‑defined entities via a JSON schema. It returns JSON with fields like price, location, and bedroom count, and works across real‑estate, CVs, finance, and more, integrating smoothly with automation tools.
Paid
Socratiq is an AI tool utilizing NLP for in-depth sentiment analysis. It assists businesses in extracting insights from customer feedback and social media, enabling trend tracking, area identification for improvement, and data-driven decision making for better marketing strategies and customer sati
Freemium
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.
Subscription
- $25/mo
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.
Free trial
Agentic Document Extraction pulls structured data from PDFs, images, spreadsheets using vision‑first parsing, preserving layout and delivering bounding‑box citations. Modular REST APIs and Python/TypeScript SDKs support on‑prem or cloud deployment for regulated sectors needing traceable, accurate ex
Subscription
- $250/mo
Hume AI offers emotion‑intelligent text‑to‑speech, real‑time speech‑to‑speech, and expressive voice cloning across 100+ languages. Developers use TypeScript, Python, .NET, or Swift SDKs to build voice‑design, stage‑direction, and emotion‑analysis features for content creation.
Freemium
- $3/mo
Painboard aggregates unstructured customer feedback from surveys, reviews, tickets, and calls, using AI to build custom taxonomies, quantify impact, and deliver adaptive dashboards that let teams segment, visualize, and share insights securely.
Subscription
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.
Freemium
- $7.99/mo
Petal is an AI document analysis platform that links to your knowledge bases to deliver context‑aware, fully sourced answers. It centralizes files in a cloud drive, auto‑extracts metadata, removes duplicates, and supports annotation and collaboration without email.
Freemium
- $2.55/mo
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.
Freemium
AlphaResearch indexes millions of filings, transcripts, and reports, enabling instant text search. It extracts sentiment, supplies structured financial data, sends alerts, offers visualization and a stock screener, and integrates with Excel and Google Sheets for investors.
Freemium
- $49.99/mo
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.
Subscription
TextMine is an AI tool for enterprise-level document data extraction, utilizing machine learning to efficiently identify and organize critical information while ensuring data privacy. It enhances operational efficiency and supports various professionals in managing large volumes of text data.
Freemium
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.
Free
super.AI converts unstructured documents into structured data using LLMs, guiding users through upload, classify, extract, and validate steps. It supports 500+ layouts, multiple languages, code‑free workflow building, and real‑time ERP/database sync for finance, logistics, insurance, and supply‑chai
Free
Appen delivers human‑validated datasets across six domains—alignment, agentic AI, speech/audio, multimodal, physical, and model integrity—using automation and a global workforce of 1 million+ contributors. SOC 2/ISO 27001 certified, it supports large‑scale AI training and independent evaluation.
Freemium
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.
Freemium
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.
Subscription
- $119/mo
Thunderbit automatically extracts structured data from websites, PDFs, images, and documents using natural‑language column definitions, supports multi‑page scraping, offers templates for e‑commerce and real‑estate sites, and exports to Google Sheets, Airtable, and Notion.
Freemium
- $9/mo
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.
Free
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.
Freemium
- $7/mo
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.
Free trial
- $1.67/mo
Emergent Mind collects recent arXiv papers, categorizes by topic or author, offers concise summaries, in‑depth analyses, whiteboard and video renderings, plus community‑driven email digests, helping researchers, students, educators, and industry professionals locate and explain literature quickly.
Freemium
Extracta.ai is an advanced data extraction solution for unstructured documents, achieving up to 99% accuracy without prior training using a three-step process: OCR technology, Large Language Model, and Data Validation. Primarily designed for developers, it offers API integration and a user-friendly
Freemium
Sassbook AI Text Summarizer is an advanced tool that uses AI to generate high-quality summaries from large amounts of text with configurable options.
Freemium
- $15/mo
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.
Paid
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.
Paid
- $24/mo
SemaReader converts web pages into clean, LLM‑friendly text for precise summaries, topic extraction, and keyword tagging. It integrates with analytics dashboards or knowledge graphs, boosting research and business intelligence with faster, noise‑reduced content analysis.
Free
Texta monitors AI responses from multiple brands and models, logging prompts, mentions, and source links in real time. It delivers live analytics, sentiment scoring, geographic dashboards, automated alerts, and collaborative tools for rapid visibility insights.
Subscription
- $49/mo
Sense automates candidate outreach, scheduling, and real-time responses to cut time-to-hire by 55%, triple applicants for hard-to-fill roles, and improve interview show rates while integrating with ATS, calendars, and recruitment analytics.
Freemium
Humata is a powerful AI tool that helps you extract valuable insights from your files by asking questions and receiving instant answers.
Freemium
- $14.99/mo