As 10 melhores plataformas de experiência do cliente com IA em 2026

Avaliações de plataformas de experiência do cliente com IA

1. 

   1

   Verint

   Best for forecasting churn and escalations

   • Free demo available
   • Pricing upon request

   Visit Website

   Customer Rating:3.7/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Verint is an enterprise AI customer experience platform that combines AI-driven virtual agents, omnichannel engagement, sentiment analysis, workforce automation, and predictive analytics across contact center workflows.

   Who Is Verint Best For?

   Verint is a strong fit for enterprise contact center operations teams that need AI-driven automation, predictive churn and escalation forecasting, and omnichannel engagement built into a single platform.

   Why I Picked Verint

   I picked Verint as one of the best because of how deeply its predictive modeling is woven into live contact center workflows. Its predictive support tools draw on interaction history, behavioral data, and sentiment scores to flag churn risk and escalation likelihood before they happen, surfacing those signals as alerts or automated interventions in real time. Paired with the CX Data Hub, which unifies interaction, experience, and workforce data in one place, those predictions are grounded in genuinely connected customer data rather than siloed snapshots.

   Verint Key Features

   • Verint Agent Factory: Orchestrates prebuilt and custom AI agents alongside human agents, passing shared interaction history and context across each workflow step.
   • Interaction Wrap-Up Bot: Uses generative AI to draft interaction summaries across voice and digital channels in more than 80 languages, delivered to the system of record within seconds.
   • Sentiment analysis across channels: Scores voice and digital interactions for sentiment and posts those scores to the CX Data Hub for use in Data Insights dashboards.
   • Verint Integration Studio: Provides more than 500 application connectors across 300 vendors, plus a visual environment for building and modifying integrations with CRM, HR, and back-office systems.

   Verint Integrations

   Verint offers more than 500 application connectors across 300 vendors, including Salesforce, Microsoft, Workday, and ServiceNow. It also provides APIs for custom integrations, including interaction enrichment, user provisioning, transcription, and workforce data.

   Pros and Cons

   Pros:

   • Bots automate support and quality work
   • Analytics surface conversation topics and trends
   • Wrap-up summaries cut manual after-call notes

   Cons:

   • Reporting filters and exports frustrate teams
   • AI responses can lag or miss context
   Learn more about Verint:

   • Check out Verint on their website
2. 

   2

   Nextiva

   Best for fast AI-powered appointment booking

   • Free trial available
   • From $15/user/month (billed annually)

   Visit Website

   Customer Rating:4.5/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Nextiva is an AI-powered customer experience platform that unifies voice, chat, SMS, email, and social interactions while deploying autonomous AI agents to handle customer conversations, book appointments, and assist live agents across every channel.

   Who Is Nextiva Best For?

   Nextiva is a strong fit for small to mid-sized businesses in appointment-driven industries like healthcare, real estate, and retail that need 24/7 AI-powered customer engagement without a large support team.

   Why I Picked Nextiva

   I picked Nextiva as one of the best because XBert books appointments autonomously inside live voice and SMS conversations, pulling real-time availability from connected calendars like Google Calendar, Calendly, and Outlook. I also like that it confirms bookings and follows up via text without a human agent involved. An inbound call can end with a confirmed slot on the customer's calendar before they hang up.

   Nextiva Key Features

   • Unified omnichannel inbox: Manage voice, SMS, chat, email, and social conversations from a single centralized interface.
   • AI-powered agent assist: Get AI-suggested responses, knowledge surfacing, and real-time sentiment flagging during live interactions.
   • Journey orchestration tools: Build and automate personalized customer journeys triggered by behavior and interaction data.
   • Native CRM and helpdesk integrations: Connect directly to Salesforce, HubSpot, Zendesk, and more to unify customer data for AI workflows.

   Nextiva Integrations

   Nextiva offers 30+ native integrations, including Salesforce, HubSpot, Zoho CRM, Zendesk, ServiceNow, Microsoft 365, Google Workspace, NetSuite, Pipedrive, and Calendly. An API is available for custom integrations.

   Pros and Cons

   Pros:

   • AI agent assist works across all channels
   • Unified inbox spans voice, SMS, chat, email
   • XBert autonomously books appointments during live calls

   Cons:

   • Setup complexity increases for large enterprise deployments
   • Advanced analytics lag behind dedicated VoC platforms
   Learn more about Nextiva:

   • Check out Nextiva on their website
   • Read my in-depth review of Nextiva
   • Explore best alternatives to Nextiva
3. 

   3

   Chattermill

   Best for AI-powered feedback categorization

   • Free demo available
   • Pricing upon request

   Visit Website

   Customer Rating:4.4/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Chattermill brings AI-driven analysis to customer experience teams that need to make sense of feedback from multiple channels. The platform is designed for organizations that want to unify, categorize, and act on large volumes of customer input. If you’re looking to connect feedback to business outcomes and drive smarter decisions, Chattermill offers a focused solution.

   Who Is Chattermill Best For?

   Chattermill is a good fit for customer experience and insights teams at mid-sized to large organizations that need to analyze and act on feedback from multiple channels.

   Why I Picked Chattermill

   For teams that need to make sense of large volumes of customer feedback, Chattermill’s AI-powered feedback categorization stands out. I picked this platform because it uses machine learning to automatically group and tag feedback from surveys, reviews, and support tickets, making it much easier to spot trends and recurring issues. The platform’s natural language processing capabilities help surface themes and sentiment without manual sorting. This approach saves time and ensures that insights are both accurate and actionable for customer experience teams.

   Chattermill Key Features

   Some other features that make Chattermill useful for customer experience teams include:

   • Customizable dashboards: Build dashboards tailored to your team’s specific metrics and reporting needs.
   • Unified feedback collection: Collect and unify feedback from surveys, reviews, support tickets, and social media in one place.
   • Collaboration tools: Share insights, tag team members, and add comments directly within the platform to keep everyone aligned.
   • Automated alerts: Set up notifications for emerging trends or sudden changes in customer sentiment so you can respond quickly.

   Chattermill Integrations

   Integrations include Zendesk, Salesforce, Intercom, Qualtrics, SurveyMonkey, Trustpilot, Medallia, Dixa, Alchemer, and Slack.

   Pros and Cons

   Pros:

   • Custom taxonomy builder for tailored analysis
   • Links customer insights directly to business metrics
   • Unifies support ticket and review insights

   Cons:

   • Lacks built-in survey creation tools
   • Advanced analytics may require onboarding support
   Learn more about Chattermill:

   • Check out Chattermill on their website
   • Read my in-depth review of Chattermill
4. 

   4

   Alchemer

   Best with prebuilt feedback-to-action workflows

   • 7-day free trial
   • From $55/user/month

   Visit Website

   Customer Rating:4.4/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Alchemer is a voice-of-customer platform that combines omnichannel feedback collection, AI-powered sentiment and theme analysis, and automated feedback-to-action workflows across survey, in-app, digital, and review channels.

   Who Is Alchemer Best For?

   Alchemer is a strong fit for CX insights and analytics teams at mid-market to enterprise organizations that need to turn multi-source customer feedback into automated business actions.

   Why I Picked Alchemer

   I picked Alchemer as one of the best because of how tightly its workflow automation connects feedback signals to business actions. Alchemer Workflow triggers real-time surveys from key events, like a ticket close or a product return, then immediately pushes results into Salesforce, Zendesk, or another downstream tool. Alchemer Pulse then layers in AI sentiment and theme classification across that same data, surfacing what's actually driving dissatisfaction before it becomes a pattern.

   Alchemer Key Features

   • AI-powered text analysis: Automatically classifies open-ended feedback by themes, sentiment, and customer pain points across channels.
   • 400+ prebuilt integrations: Connects with Salesforce, Zendesk, Braze, BigQuery, and more to enrich customer profiles and feedback data.
   • Custom survey logic: Supports advanced skip logic, validation, and branching to target the right audience with tailored questions.
   • Multilanguage & multi-brand support: Enables feedback programs across multiple brands and languages from a single platform.

   Alchemer Integrations

   Alchemer offers native integrations with Salesforce, Zendesk, Braze, Bloomreach, BigQuery, HubSpot, and Microsoft Teams, and connects with Zapier. An API is available for custom integrations.

   Pros and Cons

   Pros:

   • Highly configurable survey logic and targeting
   • AI theme detection across open-ended responses
   • Strong automation from feedback to action

   Cons:

   • Reporting setup can be time-consuming
   • Weaker conversational AI than dedicated platforms
   Learn more about Alchemer:

   • Check out Alchemer on their website
   • Read my in-depth review of Alchemer
5. 

   5

   Cresta

   Best for live agent coaching with AI insights

   • Free demo available
   • Pricing upon request

   Visit Website

   Customer Rating:5/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Cresta unifies real-time agent coaching, AI-driven quality management, conversation intelligence, and autonomous virtual agents in one AI platform for contact centers.

   Who is Cresta Best For?

   Cresta works well for enterprise contact centers in industries such as financial services, insurance, and telecom that run large agent teams across voice and digital channels.

   Why I Picked Cresta

   I've included Cresta in my top picks because its live agent coaching goes well beyond surfacing scripts. During active calls, Cresta's behavioral guidance engine pushes real-time hints, reminders, and conversation-specific workflows directly to agents. I also like the Knowledge Agent, which monitors both what's being said and on-screen context to surface source-backed answers instantly, so agents don't have to pause a live call to search a knowledge base. Together, these features make live coaching feel less like oversight and more like a skilled co-pilot sitting next to every agent.

   Cresta Key Features

   • AI Agent: Deploy autonomous virtual agents that handle full customer conversations across voice, chat, and SMS without live agent involvement.
   • Automated conversation summaries: Generate post-call summaries so agents spend less time on after-call wrap-up documentation.
   • AI Analyst: Query conversation data using natural language to surface trends, topic patterns, and performance insights across your entire contact center.
   • Opera AI orchestration engine: Build, configure, and fine-tune AI workflows and models using a no-code interface without relying on engineering resources.

   Cresta Integrations

   Cresta integrates with telephony and chat platforms like Five9, Amazon Connect, and Genesys; CRM and customer engagement systems including Salesforce and Zendesk; Twilio; marketing tools such as HubSpot and Marketo; and data platforms like Databricks. Cresta also connects with NICE and Talkdesk. An API allows for custom integrations, while Zapier support remains undocumented.

   Pros and Cons

   Pros:

   • AI Analyst lets users query data in plain language
   • Provides coaching prompts during live calls
   • Scores all conversations without manual input

   Cons:

   • Transcription struggles with accented speech
   • Knowledge assist misreads caller intent at times
   Learn more about Cresta:

   • Check out Cresta on their website
6. 

   6

   Freshdesk

   Best for marketplace app integrations

   • Free trial available
   • From $19/user/month (billed annually)

   Visit Website

   Customer Rating:4.4/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Freshdesk is an AI-powered customer support platform that combines omnichannel ticketing, Freddy AI automation, self-service portals, and a built-in knowledge base to help support teams manage customer interactions at scale.

   Who Is Freshdesk Best For?

   Freshdesk is a good fit for mid-size to enterprise support teams that handle high volumes of customer interactions across multiple channels.

   Why I Picked Freshdesk

   I've included Freshdesk in my top picks because its marketplace is one of the most developed I've seen in the customer support space. With 1,200+ apps available, you can connect tools like Jira, Slack, Shopify, and Salesforce directly into your support workspace. I especially like the Atlassian Jira Plus integration, which syncs Freshdesk tickets with Jira issues so engineering and support teams can track bugs without switching platforms.

   Freshdesk Key Features

   • Freddy AI agent: An AI agent that auto-resolves incoming customer queries across email and live chat without agent involvement.
   • Omnichannel inbox: A unified workspace that pulls tickets from email, chat, WhatsApp, Instagram, and phone into one queue.
   • SLA management: Configurable service level agreements with automatic escalation rules and deadline-based ticket prioritization.
   • CSAT surveys: Built-in customer satisfaction surveys sent automatically after ticket resolution to collect feedback.

   Freshdesk Integrations

   Freshdesk offers 1,200+ marketplace integrations through the Freshworks Marketplace, including Slack, Microsoft Teams, Google Calendar, Salesforce, Atlassian Jira Plus, Shopify, and Google Analytics. It's available on Zapier and provides an API for custom integrations.

   Pros and Cons

   Pros:

   • Prebuilt agentic workflows for vertical AI agents
   • No automated merging of similar tickets
   • Covers email, chat, phone, social, and web

   Cons:

   • Mobile app lacks advanced desktop features
   • Custom reports require technical expertise or upgrades
   Learn more about Freshdesk:

   • Check out Freshdesk on their website
   • Read my in-depth review of Freshdesk
7. 

   7

   Chatbase

   Best for whitelabel chatbot deployment

   • 7-day free trial + free plan + free demo available
   • From $32/month (billed annually)

   Visit Website

   Customer Rating:4.4/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Chatbase is a conversational automation platform that helps businesses handle customer interactions without relying entirely on live agents. It enables teams to deploy chatbots trained on their own content and connect them to business systems so automated responses reflect current information. For companies looking to automate parts of the customer journey, Chatbase provides a flexible starting point.

   Who Is Chatbase Best For?

   Chatbase is well suited for CX and support teams at growing companies that want to automate repetitive customer inquiries while keeping responses connected to internal systems.

   Why I Picked Chatbase

   I picked Chatbase for its ability to connect chatbot conversations directly to business data through APIs and webhooks. This allows teams to automate answers that depend on changing information, such as order updates or account details. Instead of managing static scripts, teams can tie automated conversations to live data sources. That makes it easier to scale customer interactions without sacrificing accuracy.

   Chatbase Key Features

   • AI chatbot builder: Build and deploy chatbots trained on your own documents, URLs, and data.
   • Live data connections: Sync responses with connected systems through APIs and webhooks.
   • Cross-channel deployment: Publish chatbots on websites and supported messaging platforms.
   • Interaction reporting: Review conversation logs and analyze chatbot usage trends.

   Chatbase Integrations

   Integrations include Slack, WhatsApp, Facebook Messenger, and automation platforms such as Make. API and webhook access allow connections to additional systems.

   Pros and Cons

   Pros:

   • Enables branded deployments for agencies and partners
   • Supports deployment across web and messaging apps
   • Connects chatbot responses to live business data

   Cons:

   • Advanced integrations may require higher-tier plans
   • Does not include built-in voice or telephony support
   Learn more about Chatbase:

   • Check out Chatbase on their website
8. 

   8

   Zonka Feedback

   Best with role-based AI dashboards

   • 14-day free trial available
   • Pricing upon request

   Visit Website

   Customer Rating:4.7/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Zonka Feedback is an AI-powered feedback intelligence platform that unifies surveys, helpdesk tickets, live chat, and reviews into a single hub for thematic analysis, sentiment scoring, and generative AI-driven CX insights.

   Who Is Zonka Feedback Best For?

   Zonka Feedback suits CX analytics managers and insights teams at mid-market to enterprise companies that need to analyze large volumes of multi-source feedback across locations or business units.

   Why I Picked Zonka Feedback

   Zonka Feedback earns its spot on my shortlist because its role-based AI dashboards deliver tailored views to CXOs, department heads, and frontline agents without overlap or noise. I particularly like how Impact Analysis links specific feedback themes directly to NPS and CSAT scores, so my team can see which issues are actually moving the metrics. The Ask AI feature lets us query the entire feedback dataset in plain language, which cuts hours off root-cause investigations.

   Zonka Feedback Key Features

   • Omnichannel survey collection: Gather feedback through email, SMS, WhatsApp, web, in-app, kiosks, and offline surveys.
   • Multilingual survey support: Design and launch surveys in multiple languages for diverse customer bases.
   • Advanced survey targeting: Target feedback requests based on user segments, events, or behaviour triggers.
   • Online reputation management: Monitor, request, and respond to reviews across Google, App Store, and Play Store.

   Zonka Feedback Integrations

   Zonka Feedback offers native integrations with Salesforce, HubSpot, Zendesk, Intercom, Freshdesk, HelpScout, Jira, Slack, Google Sheets, and Mailchimp. It also connects with Zapier and provides an API for custom integrations.

   Pros and Cons

   Pros:

   • Collects feedback across 10+ channel types
   • Detailed sentiment tied to feedback themes
   • AI summaries surface patterns automatically

   Cons:

   • Predictive churn scoring is limited
   • No native chatbot or voicebot capability
   Learn more about Zonka Feedback:

   • Check out Zonka Feedback on their website
9. 

   9

   Intercom

   Best with proactive support messaging tools

   • 14-day free trial
   • From $29/user/month (billed annually)

   Visit Website

   Customer Rating:4.4/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Intercom is an AI-powered customer experience platform designed for teams that want to unify support, engagement, and automation in one place. It’s a strong fit for SaaS companies, ecommerce brands, and digital businesses looking to manage customer conversations across web and mobile. Intercom helps teams handle high volumes of inquiries, automate repetitive tasks, and deliver more personalized support at scale.

   Who Is Intercom Best For?

   Intercom is a strong choice for SaaS and digital businesses that need to manage customer conversations and automate support at scale.

   Why I Picked Intercom

   I picked Intercom because it offers some of the most advanced proactive support messaging tools available in the AI customer experience platform space. The platform lets you set up targeted outbound messages, in-app notifications, and automated chat prompts based on user behavior and lifecycle stage. I also like that Intercom’s AI can trigger personalized messages to guide users, answer questions, or prevent churn before customers even reach out. These proactive capabilities help teams move beyond reactive support and create more engaging, timely customer experiences.

   Intercom Key Features

   Some other features that make Intercom valuable for AI customer experience teams include:

   • AI-powered conversation routing: Automatically directs customer inquiries to the right team or agent based on topic and urgency.
   • Help center builder: Lets you create and manage a self-serve knowledge base for customers to find answers on their own.
   • Customizable bots: Allows you to design and deploy chatbots that handle common questions and tasks without human intervention.
   • Conversation history and context: Gives agents full visibility into past interactions and customer data within every conversation.

   Intercom Integrations

   Integrations include HubSpot, Salesforce, Slack, Zendesk, Shopify, Mailchimp, Stripe, Pipedrive, Aircall, and Jira.

   Pros and Cons

   Pros:

   • Fast time to value
   • Easy AI agent handover
   • Great proactive messaging

   Cons:

   • Ticketing is too basic
   • Gets pricey very fast
   Learn more about Intercom:

   • Check out Intercom on their website
   • Read my in-depth review of Intercom
   • Explore best alternatives to Intercom
10. 

    10

    NiCE CXone

    Best with omnichannel engagement capabilities

    • Free demo available
    • From $110/agent/month (proactive AI extra)

    Visit Website

    Customer Rating:4.3/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

    

    NICE CXone is a cloud-based customer experience platform designed for organizations that need to manage complex, high-volume customer interactions. It appeals to CX leaders and support teams in industries like retail, finance, and healthcare who want to unify digital and voice channels. 

    The platform helps businesses coordinate customer journeys, automate routine tasks, and maintain service quality across multiple touchpoints.

    Who Is NICE CXone Best For?

    NICE CXone is a strong fit for large enterprises and contact centers that need to manage customer engagement across multiple digital and voice channels.

    Why I Picked NICE CXone

    I picked NICE CXone because it brings together digital, voice, and social channels into a single platform, making it easier for teams to deliver consistent customer experiences. Its omnichannel routing ensures that customer inquiries are directed to the right agent, regardless of the channel they use. 

    I also appreciate the platform’s AI-powered analytics, which help teams monitor interactions and identify trends across all touchpoints. These capabilities make NICE CXone a strong choice for organizations that need to coordinate complex customer journeys and maintain high service standards.

    NICE CXone Key Features

    Some other features that make NICE CXone valuable for customer experience teams include:

    • Workforce management tools: Schedule, forecast, and monitor agent performance to optimize staffing and productivity.
    • Quality management suite: Evaluate agent interactions and provide targeted coaching with built-in quality assurance tools.
    • Self-service automation: Deploy AI-powered virtual agents and chatbots to handle routine customer inquiries.
    • Knowledge management system: Centralize and deliver up-to-date information to agents and customers through an integrated knowledge base.

    NICE CXone Integrations

    Integrations include Salesforce, Zendesk, Microsoft Dynamics, Oracle, ServiceNow, and HubSpot.

    Pros and Cons

    Pros:

    • Robust compliance features
    • Excellent AI workforce ops
    • Huge enterprise scale

    Cons:

    • Needs heavy dev support
    • UI feels overwhelming
    Learn more about NiCE CXone:

    • Check out NiCE CXone on their website
    • Read my in-depth review of NiCE CXone