Real-time sentiment tracking

Jul 7 – Oct 26, 2026Updated Oct 26, 2026Reviewed by

How we measure

Which brands AI mentions

#BrandMentioned in
#1Dialpad81%
#2Cresta65%
#3tiedVonage44%
#3tiedTalkdesk37%
#3tiedNICE33%

Mentioned in

ChatGPTChatGPTGoogle AI ModeGoogle AI Mode

Widest split: Vonage, 86% on ChatGPT and 0% on Google AI Mode.

  • #1DialpadChatGPT 82%Google AI Mode 81%
  • #2CrestaChatGPT 50%Google AI Mode 81%
  • #3tiedVonageChatGPT 86%Google AI Mode 0%
  • #3tiedTalkdeskChatGPT 5%Google AI Mode 71%
  • #3tiedNICEChatGPT 27%Google AI Mode 38%

Questions and answers

  • Google AI ModeOct 26, 2026

    1. 1Cresta
    2. 2Dialpad
    3. 3NICE
    4. 4Medallia
    5. 5Nextiva
    6. 6Five9

    Real-time sentiment analysis and supervisor alert capabilities are provided by several major Contact Center as a Service (CCaaS) and Conversation Intelligence platforms . Rather than relying on post-call reviews, these tools transcribe voice calls live, evaluate the emotional tone (positive, neutral, or negative) using Natural Language Processing (NLP) and acoustic analysis, and trigger visual flags or alerts on a supervisor dashboard so a manager can step in or "whisper" into the call.

    Leading platforms offering this feature include:

    • Cresta: Specializes heavily in real-time AI intelligence, listening to live interactions to surface frustrated or confused customers and alert supervisors before escalation.
    • Dialpad: Uses Dialpad AI to track voice sentiment live, featuring active call dashboards that highlight when a call is going south and allow managers to jump in.
    • NICE: Offers comprehensive "Supervisor Assist" and real-time interaction management tools that flag high-risk conversations, compliance failures, or negative emotions on live dashboards.
    • Medallia: Combines speech analytics and behavioral signal intelligence to trigger actionable real-time alerts when negative sentiment thresholds are crossed.
    • Nextiva: Provides real-time sentiment tracking and supervisor dashboards across voice and digital channels to spot at-risk interactions instantly.
    • Five9: Features real-time Agent Assist and sentiment analytics that monitor conversation paths to aid live performance and flag coaching opportunities.

    Sources cited in this answer3

    ChatGPTOct 26, 2026

    1. 1Dialpad
    2. 2Amazon Connect
    3. 3Microsoft Dynamics 365 Contact Center
    4. 4Vonage

    The platform that most directly matches your description is Dialpad. Its AI-powered contact center software analyzes customer sentiment in real time and helps supervisors identify calls that are going badly so they can intervene before the situation escalates.

    • Contact Center Sentiment Analysis | Dialpad

    1. Dialpad — Best direct match

    • Detects positive, neutral, and negative sentiment during live calls.
    • Displays sentiment and live transcripts in a supervisor dashboard.
    • Lets supervisors listen in, join calls, or take over when needed.

    Source: Dialpad contact center sentiment analysis.

    • Real-time customer insights using machine learning with Contact Lens for Amazon Connect | AWS Contact Center

    2. Amazon Connect — Best for configurable alerts

    Its conversational analytics can alert supervisors in real time when specific phrases, keywords, or sentiment patterns appear during calls and chats.

    Source: AWS announcement, June 2026.

    • Contact Center Platform | Microsoft Dynamics 365

    3. Microsoft Dynamics 365 Contact Center — Best for threshold-based notifications

    Supervisors can receive notifications when customer sentiment falls below a configured threshold, helping them identify conversations that need attention.

    Source: Microsoft sentiment-analysis documentation.

    • Gestion des performances du centre d’appel | NiCE

    4. Vonage — Best for automated escalation

    Its real-time sentiment-analysis solution can trigger business rules to alert a supervisor and support real-time coaching through whisper or text chat.

    Source: Vonage sentiment analysis.

    My recommendation

    Start with Dialpad if you want a ready-to-use supervisor dashboard for monitoring live calls. Consider Amazon Connect if you want to configure alerts around specific phrases and sentiment patterns, or Microsoft Dynamics 365 if your organization already uses Microsoft's customer-service platform.

    One important distinction: some products merely display sentiment, while others send an actual notification when sentiment crosses a threshold.

    Are you looking for a platform that sends an automatic alert to the supervisor when a call turns negative, or one that simply highlights struggling calls on a live dashboard? That distinction will help narrow down the best fit.

    Sources cited in this answer6

  • ChatGPTOct 17, 2026

    1. 1Dialpad
    2. 2Teloz
    3. 3Ringflow
    4. 4Vonage
    5. 5Slack

    What you’re looking for is a real-time call sentiment monitoring and supervisor alerting tool. It listens to live customer–agent conversations, detects escalating frustration or negative sentiment, and alerts a manager while there’s still time to intervene — rather than waiting for a post-call quality report.

    The key is to find a platform that supports live audio analysis and instant alerts during the call, not just AI-generated call summaries afterward.

    Best tools to shortlist

    • Contact Center Sentiment Analysis | Dialpad

    1. Dialpad

    (Best starting point)

    Detects positive, neutral, and negative sentiment during live calls. Supervisors can view live transcripts, identify struggling calls, and listen in or intervene.

    Best for: Businesses wanting an established contact-center platform with built-in AI.

    Source:

    Visit Dialpad

    • Customer Experience (CX) Platform - GoTo Connect CX

    2. Teloz

    Best for live sentiment alerts.

    Its advertised features include continuous sentiment scoring and alerts when a conversation turns negative, with options for supervisors to listen or whisper-coach.

    Best for: Teams that prioritize early intervention and want voice and messaging sentiment in one platform.

    Source:

    Visit Teloz

    • Make Agents Self-Sufficient on Live Calls | Convin Real-Time Assist Agent

    3. Ringflow

    Best for configurable alert rules.

    Advertises sentiment thresholds, escalation detection, and notifications through on-screen alerts, email, or SMS.

    Best for: Managers who want to customize exactly when and how they're notified.

    Source:

    Visit Ringflow

    • Gesprächs-KI | Vonage

    4. Vonage

    Best for integrating sentiment detection into an existing system.

    Its communications APIs can analyze caller sentiment in real time and trigger business rules to alert or connect a supervisor.

    Best for: Companies that have developers or need a customized workflow.

    Source:

    Visit Vonage

    What I'd require before buying

    Make sure the product can:

    • Detect a negative shift while the call is still happening.
    • Notify a manager immediately via desktop, SMS, email, or a supported messaging integration.
    • Show the transcript and the reason for the alert.
    • Let a supervisor listen in, whisper advice to the agent, or join the call.
    • Monitor multiple calls simultaneously and let you tune thresholds to reduce false alarms.

    Ask vendors to demonstrate these features on a live call. Sentiment analysis can misinterpret sarcasm, accents, and context, so measure its accuracy with your actual calls.

    Let me narrow it down

    The biggest deciding factor is your current phone setup.

    1. What phone system do you use?

    An existing business phone or contact-center system

    VoIP or cloud phone system

    Calls across several platforms

    Starting from scratch — open to switching

    2. How many agents need monitoring?

    1–10

    11–50

    51–200

    200+

    3. How should the manager be notified?

    SMS or text message

    Instant dashboard or app notification

    Slack or Microsoft Teams

    Any method, as long as it's immediate

    [Find the best fit]

    Sources cited in this answer9

    Google AI ModeOct 17, 2026

    1. 1Dialpad
    2. 2Callminer
    3. 3NICE
    4. 4Talkdesk

    To monitor live calls for negative sentiment and instantly alert managers or supervisors before a situation escalates, you need a Real-Time Conversation Intelligence / Speech Analytics platform . These tools transcribe audio in milliseconds, process natural language processing (NLP) to detect frustration or anger, and trigger dashboard flags, desktop alerts, or supervisor notifications.

    Top platforms that offer live sentiment tracking and supervisor escalations include:

    • Dialpad AI: Best for all-in-one business communications and contact centers . It provides a dedicated Live Calls dashboard where sentiment is updated dynamically. Managers can track negative keywords/sentiment flags in real time, view live transcripts, and choose to listen in, "barge in," or "take over" the call. You can explore this on the Dialpad Contact Center Sentiment Analysis page.
    • CallMiner (Real-Time): Best for enterprise-grade speech analytics. CallMiner features deep real-time monitoring that tracks sentiment shifts as they happen. It can trigger automated live alerts to supervisors, allowing them to instantly jump into a live listen or provide guidance. More details are available on CallMiner Real-Time Analytics.
    • NICE Nexidia: Known for powerful real-time acoustic and text-based analytics. It identifies emotional peaks, tone shifts, and key negative phrases in live audio streams, pushing real-time notifications to supervisor desktop queues.
    • Talkdesk Guardian / Interaction Analytics: Offers real-time agent assist and supervisor notifications when customer sentiment dips below a defined threshold during active calls.

    To help narrow down the best fit, could you tell me:

    • What telephony or CRM system are you currently using?
    • Are you looking for a complete cloud phone/contact center replacement (like Dialpad) or a standalone analytics layer that hooks into your existing phones?

    Sources cited in this answer7

Also asked as

  • I need a tool that monitors the tone of live calls and notifies supervisors instantly if a conversation starts going poorly.