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Customer Support & CX

You are exploring the most up-to-date list of AI tools for Customer Feedback. Each tool is independently evaluated with details on what it does best, pricing, and how it can help you do your work better.

Zeda.io

Zeda.io

67%

Zeda.io is an AI product management tool designed to turn the voice of the customer (VoC) into actionable product insights. It helps product teams build products that align with customer needs and business objectives by centralizing feedback from various sources like Slack, Intercom, and CRMs. The platform offers features for automatic feedback capture, AI-powered insight generation, and impact-first roadmapping. Zeda.io enables users to analyze product areas, prioritize features based on revenue impact, and validate ideas with generative AI. It also facilitates collaboration between product, customer success, sales, and marketing teams to ensure a unified go-to-market strategy.

PingPolls v1.0

PingPolls v1.0

67%

PingPolls is an AI-powered market research tool designed to transform traditional forms into natural, conversational experiences. It leverages AI to build forms from simple prompts, analyze sentiment, and summarize results, making it ideal for decision-making, market research, and product feedback. A standout feature is Certiscore™, a scientifically-backed methodology that uses reaction-time analysis to measure response conviction, ensuring genuine insights. The platform also offers voice note input, smart builders, personalized messages, and AI-driven data analysis. PingPolls provides a generous free tier with unlimited forms and 100 responses per month, along with integrations for Google Sheets, Webhooks, Zapier, and more.

ChainFuse

ChainFuse

66%

Sushidata deploys AI agents that connect to various data sources like Slack, Gong, Discord, Reddit, and X, aggregating context into a unified intelligence layer. This real-time intelligence is then used to deliver competitive briefs, research reports, content drafts, and churn alerts. The platform utilizes a range of advanced LLMs including ChatGPT 5.1, Claude, Gemini, Gemma 4, and Kimi. Sushidata helps growth and product teams by centralizing scattered signals, enabling agents and team members to reason over a complete picture rather than fragments, and reducing hallucinations by grounding agents in verified, structured context.

HelpHub

HelpHub

66%

HelpHub, now part of Command AI, offers a comprehensive platform for AI-powered user assistance. It features AI-Guided Nudges for product and growth teams, including announcements, surveys, product tours, and checklists to personalize user journeys. For support and CX teams, the AI Support Agent (Copilot) provides generative-first responses, hallucination management, and the ability to ingest APIs for actions. HelpHub's semantic search connects user queries to relevant content, even with typos or synonyms, and offers personalized search based on user behavior. The platform also includes co-browsing, integrations, and robust analytics to identify user confusion and unmet needs.

Trustguide

Trustguide

66%

Trustguide is an AI-powered Google Reviews widget designed to enhance trust and conversion rates on business websites. It connects to a Google Business profile, pulls existing reviews, and uses AI to summarize them, highlighting key points. These summaries are then displayed through customizable floating notifications, ensuring reviews are always visible to visitors. The tool supports easy integration with platforms like WordPress, Shopify, Wix, and Webflow, and offers features such as review filtering by rating, advanced customization options, and AI summaries of customer experiences. Trustguide aims to reduce visitor hesitation by showcasing real customer feedback directly on the website, thereby increasing engagement and sales.

Chattermill

Chattermill

66%

Chattermill is an AI-powered customer experience intelligence platform designed to help businesses transform customer feedback into actionable insights with speed, precision, and confidence. The platform features 'Observations' for precise, granular customer issues extracted directly from feedback, 'Highlights' for extracting key takeaways from large volumes of comments, and 'Ask Lyra,' an AI assistant that provides instant answers to business questions in plain English, backed by quantified data. It eliminates the need for manual analysis and report building, making customer insights accessible to CX, Product, and Marketing teams without technical skills. Chattermill integrates with various feedback sources like surveys, online reviews, social media, and customer service platforms.

Neuronal AI

Neuronal AI

65%

Neuronal AI transforms how businesses interact with customers by integrating artificial intelligence and automation to power every interaction. As a technology consultancy, it specializes in automating digital marketing, sales, and customer experience (CX). The platform, NeuronUs©, leverages Gen AI, Big Data, and Machine Learning to automate and optimize key processes, personalize experiences with contextual intelligence, and maximize conversion with data-driven strategies. It offers features like advanced marketing automation, intelligent chatbots and voicebots, AI Copilot for agents, and real-time CX analytics, enabling businesses to scale operations without compromising quality or control.

3CLogic

3CLogic

65%

3CLogic offers an AI-powered Contact Center as a Service (CCaaS) platform designed to transform customer and employee experiences. It seamlessly integrates with leading CRM and Customer Service Management platforms like ServiceNow, SAP, Microsoft Dynamics, and Salesforce. The platform provides a suite of AI and automation features, including Voice AI Agents, real-time transcription, conversational AI, intelligent IVR, and speech analytics. 3CLogic aims to optimize agent performance with AI-powered coaching and unified workspaces, while also reducing manual tasks through automated workflows. Its innovative cloud platform is globally available, scalable, and built for enterprise use, ensuring efficient and personalized customer interactions.

Troof.ai

Troof.ai

65%

Troof.ai is an AI visibility and reputation platform designed to help businesses track, manage, and grow their presence across major AI models such as ChatGPT, Claude, Gemini, and Perplexity. The platform monitors how AI models perceive and talk about a brand, tracks which prompts surface a brand in AI responses, and provides actionable plans to improve AI visibility. Beyond AI tracking, Troof.ai offers comprehensive reputation management features, including review collection and synchronization from platforms like Google and Trustpilot, customer intelligence through feedback forms and surveys, and AI-powered analysis of customer sentiment. It unifies all customer signals, allowing businesses to understand customer feedback, protect their reputation, and build trust by showcasing authentic reviews.

CX-EX

CX-EX

65%

CX-EX is an AI-driven conversational analytics platform designed to enhance customer satisfaction and employee engagement. It listens to 100% of customer calls, turning conversations into simple, useful insights for leaders. The platform identifies reasons for customer unhappiness, sales failures, risks, complaints, and agent coaching needs without manual listening or keyword setup. CX-EX offers features like AI automation, root cause analysis, AI-powered compliance, and enhanced performance metrics. It is specifically built for regulated industries such as banking and insurance, providing tailored solutions for businesses of all sizes, from startups to large corporates. The tool boasts over 400 AI models in production and monitors over 1000 agents, delivering results within days.

BetterFeedback

BetterFeedback

65%

BetterFeedback is an AI-powered post-purchase survey tool specifically designed for Shopify merchants. It integrates directly into the Shopify checkout process, appearing on the order confirmation page to gather customer insights without impacting conversions. Unlike traditional surveys that offer one-word answers, BetterFeedback uses AI to ask follow-up questions, turning each survey into a mini customer interview. This allows merchants to understand the 'why' behind purchases, gaining deep attribution insights, identifying product hesitations, and monitoring customer satisfaction. The tool provides real-time AI analysis of themes, sentiment, and attribution, offering instant summaries and actionable insights to improve ads, landing pages, and product descriptions. It supports multilingual surveys and offers a free plan.

ANDRE

ANDRE

65%

ANDRE is an AI-powered survey analyst designed to transform customer evaluation and feedback surveys into actionable insights quickly and efficiently. It automates the entire survey data analysis process, from data cleaning and processing to narrative extraction and report creation, saving up to 90% of analysis time. The tool is intuitive and user-friendly, requiring no prior experience in data science. ANDRE provides action-oriented conclusions and evidence-based stories, making it easy for users to drive business growth and make informed decisions. It supports various data formats like CSV, XLSX, and SAV, and integrates with platforms such as Google Forms, Typeform, and SPSS.

Lerno

Lerno

65%

Lerno is an AI-powered customer intelligence platform designed for B2B Go-to-Market teams, including sales, RevOps, and marketing. It transforms unstructured customer data into actionable insights, helping businesses identify gaps and opportunities in deals, manage pipelines, and understand buyer needs across segments. By leveraging natural language processing (NLP), machine learning (ML), and artificial intelligence (AI), Lerno converts raw data into valuable intelligence. The platform integrates seamlessly with popular tools like HubSpot, Zapier, Slack, Zoho CRM, and Salesforce, ensuring secure data handling with enterprise-grade security. Lerno aims to align messaging, boost engagement, and drive revenue growth by providing deep customer understanding.

Cuein AI

Cuein AI

64%

Cuein AI provides a Large Language Model Co-Pilot designed to optimize customer experience by delivering better answers, reducing escalations, and decreasing abandonments. The platform aims to enhance customer satisfaction and retention while reducing operational costs. It measures 100% of CX interactions with AI, augmenting survey CSAT with deeper AI-based Inferred CSAT and CSAT factors. Cuein AI helps organizations get LLM ready, discover real-time trends, automate root cause analysis, and reveal and repair bot failures. It also summarizes agent actions to fine-tune chatbots and reduces hours of QA for agent interactions. The tool integrates across multiple channels and vendors, offering secure, compliant, and PII/PHI protected conversation data.

Pulse

Pulse

64%

Pulse is an AI-native Feedback Intelligence OS designed for enterprises to transform scattered customer feedback into actionable insights. It unifies feedback from various sources like support tools, CRM, calls, app reviews, and social channels into a single intelligence layer. The platform uses AI agents to analyze consolidated feedback, identify themes, deduplicate noise, and surface root causes. Pulse enables impact-driven prioritization by ranking actions based on revenue, churn risk, retention, LTV, or operational impact. It helps align stakeholders by sharing insights with traceability and shared context, and facilitates action by triggering workflows, updating roadmaps, and closing the loop with customers. This leads to faster product decisions, stronger alignment, and roadmaps backed by business impact.

Rereflect

Rereflect

64%

Rereflect is an AI-powered platform designed to help businesses transform overwhelming customer feedback into clear, actionable insights. It provides advanced sentiment analysis, identifies key pain points, and extracts feature requests with high accuracy (up to 98%). The tool integrates with existing feedback sources like Slack, Intercom, and email, allowing for real-time processing. Key features include an AI Copilot for natural language queries, Customer 360 health scores, AI churn detection, and automated feedback workflows. Rereflect also supports bring-your-own-key (BYOK) for AI models like OpenAI, Anthropic, and Google, offering flexibility and cost control. It aims to significantly reduce manual review time and improve product roadmap decisions by providing data-driven insights.

Voiceform

Voiceform

64%

Voiceform enables users to create dynamic and conversational surveys using voice, video, audio, and text formats. This platform helps businesses, researchers, and educators collect, analyze, and share data, sentiment, and feedback more effectively. Key features include AI-driven probing, custom design, advanced conditional logic, and multilingual support for over 50 languages with built-in AI translation and transcription. Voiceform also offers robust analytics, theme extraction, sentiment analysis, and the ability to chat with your data to find insights quickly. It is SOC 2 Type 2, HIPAA, and GDPR compliant, ensuring secure and reliable data collection for enterprise clients.

ChatGPT for Shop

ChatGPT for Shop

64%

ChatGPT for Shop is a browser extension that leverages AI to summarize and analyze user reviews on various e-commerce platforms. This tool is specifically designed to help users quickly grasp the sentiment and key insights from customer feedback, making the product research process more efficient. By providing concise summaries, it eliminates the need to manually sift through numerous reviews, allowing users to make informed purchasing decisions faster. The extension aims to streamline the way consumers interact with product reviews, offering a clear overview of what customers like and dislike about a product.

Responsly

Responsly

64%

Responsly is a comprehensive experience management platform designed to help businesses understand and improve customer, employee, and product experiences. It offers a super-powerful survey maker, form builder, quiz maker, and test maker, enabling users to gather feedback efficiently. The platform supports various survey distribution methods, including email, website embeds, direct links, in-app, WhatsApp, and SMS surveys. Key features include AI-powered analytics, advanced tools for sentiment analysis, and custom process integrations. Responsly helps measure critical metrics like CSAT, CES, NPS, NSS, eNPS, and PMF. It also provides solutions for HR processes, 360-degree reviews, and product feedback, making it a versatile tool for enhancing overall business performance and user satisfaction.

Zefi AI

Zefi AI

64%

Zefi AI is a comprehensive platform designed to centralize and analyze customer feedback from various sources. It integrates with over 100 tools, automatically pulling customer interactions into a single source of truth. The platform uses AI to categorize feedback, extract actionable insights, and identify opportunities in seconds. Key features include an AI Feedback Repository, AI Surveys for in-product feedback, Analytics & Dashboards, and an AI Assistant for quick insights. Zefi AI also offers workflow automation and AI Agents to identify patterns and launch workflows, helping teams act faster and close the feedback loop. It aims to reduce churn, improve CSAT, and decrease support tickets by providing clear insights into customer needs and problems.

Analyze musical instrument products reviews automatically with robustly optimized BERT approach (roBERTa) model

Analyze musical instrument products reviews automatically with robustly optimized BERT approach (roBERTa) model

64%

This system is designed to automatically analyze musical instrument product reviews using a robustly optimized BERT approach, specifically the roBERTa model. It leverages advanced natural language processing techniques to extract insights, sentiments, and key features mentioned in customer reviews. The primary goal is to provide manufacturers, retailers, and consumers with a comprehensive understanding of product strengths, weaknesses, and overall customer satisfaction. Users can input review text, and the model processes it to identify key features, determine sentiment (positive, negative, neutral), and provide a summary of overall feedback. This information can then be used to improve product design, refine marketing strategies, and enhance customer service.

Noisely

Noisely

64%

Noisely is an AI-powered feedback tracking tool designed for product teams and customer-facing brands. It monitors over 22 platforms, including Reddit, Google Reviews, Trustpilot, App Store, and more, to collect customer mentions and reviews. The tool leverages AI to automatically categorize feedback into types like bug reports, feature requests, and UX issues, analyze sentiment, and score urgency and impact. Similar mentions are clustered into actionable items, which can then be pushed to project management tools like Jira, Linear, Slack, or Microsoft Teams. This helps product managers, founders, and customer success teams quickly understand customer sentiment, identify trends, and prioritize their roadmap based on real-world feedback.

Quest platform

Quest platform

64%

Questera is an agentic operating system designed for growth and customer engagement. It leverages AI-powered agents to monitor real-time signals, determine optimal next actions, and execute them instantly across various channels. This platform helps businesses convert missed opportunities into revenue by orchestrating adaptive, real-time customer journeys. Questera aims to cut campaign build time by 90%, allowing marketers to launch thousands of campaign variations in minutes. It offers a user-friendly interface, promising ROI within two weeks by connecting existing data and deploying AI agents. The platform integrates with popular tools like Segment, Braze, Snowflake, and HubSpot, activating existing data without replacing current stacks. Questera's AI agents continuously optimize user touchpoints, leading to significant lifts in activation, retention, and lifetime value.

ClientZen

ClientZen

64%

ClientZen is an AI-powered platform designed to automate customer feedback analysis, offering accurate insights and real-time monitoring across the entire customer journey. It cleans, analyzes, and tags feedback from various sources like tickets, reviews, and calls, applying smart semantic tags automatically. The platform provides a holistic view of customer sentiment, identifying recurring issues, top feature requests, and negative sentiment drivers. With Mantra AI, users can get instant, meaningful answers to specific customer experience topics, trained on their own data for compliance. ClientZen also monitors feedback trends, detects anomalies, and sends personalized notifications, helping teams proactively address customer issues and improve overall customer experience.