Best AI Customer Support Agents Software - Page 8

How Many AI Customer Support Agents Software Products Does G2 Track?

Total Products under this Category: 1,019

Category Stats (Oct 2026)

  • Average Rating: 4.68/5 (↓0.01 vs Sep 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Caretta (+1.75%) - Among all products in this category, Caretta recorded the largest rating increase compared to last month

Last updated: October 26, 2026

How Does G2 Rank AI Customer Support Agents Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 85,200+ Authentic Reviews
  • 1,019+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for AI Customer Support Agents Software

G2 Grid® for AI Customer Support Agents Software plotting products by satisfaction and market presence

Highlighted products: Salesforce Agentforce, Fin, Jotform AI Agents, HubSpot Service Hub, Zendesk for Customer Service, Genesys Cloud CX, Retell AI, and Zoho Desk.

Underlying data: [Grid® JSON](https://www.g2.com/categories/ai-customer-support-agents/grids.json?focus%5B%5D=salesforce-agentforce&focus%5B%5D=fin&focus%5B%5D=jotform-ai-agents&focus%5B%5D=hubspot-service-hub&focus%5B%5D=zendesk-for-customer-service&focus%5B%5D=genesys-cloud-cx&focus%5B%5D=retell-ai&focus%5B%5D=zoho-desk)

Cresta

Cresta is an AI-native contact center platform that combines the best of AI and human intelligence to turn every customer conversation into a competitive advantage. Our unified platform powers both human and AI agents across voice and digital channels, helping enterprises discover customer insights and behavioral best practices, automate high-volume conversations and inefficient workflows, and empower every team member to work smarter and faster. Built for large, complex enterprises, Cresta unifies real-time guidance, analytics, and automation so leaders can see exactly what is happening in their contact centers and take action with confidence. Teams use Cresta to uncover what top performers do differently, standardize those behaviors across the organization, and continuously improve experiences without adding manual overhead. From accelerating onboarding and reducing average handle time to improving compliance and consistency, Cresta helps transform the contact center from a cost center into a strategic growth engine. With solutions spanning real-time agent assistance, quality management and coaching, conversation intelligence, and omnichannel AI Agents, Cresta helps enterprises save time and money, differentiate the customer experience, and accelerate revenue growth across the entire customer lifecycle. Cresta powers the world's leading customer experiences for brands like United Airlines, NRG, and Cox Communications. Born out of the Stanford AI Lab and led by executives from Google Contact Center AI, Vertex AI, and OpenAI, Cresta is backed by leading investors including Andreessen Horowitz, Sequoia, and Greylock.

Average Rating: 4.3/5.0

Total Reviews: 46

Who Is the Company Behind Cresta?

  • Seller: Cresta
  • Year Founded: 2017
  • HQ Location: San Francisco, CA
  • Twitter: @cresta
    1,406 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    775 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Hospitality, Leisure, Travel & Tourism
  • Company Size: 43% Medium, 43% Large

What Do G2 Reviewers Say About Cresta?

AI-generated summary from verified user reviews

Pros
  • Users value the call recording feature for providing real-time insights and enhancing productivity through immediate coaching.
  • Users value the ease of use of Cresta, as it simplifies real-time coaching and enhances productivity seamlessly.
  • Users praise Cresta for its AI analytical ability, enhancing productivity through real-time coaching and insightful analysis.
  • Users value the accuracy of Cresta, which effectively analyzes calls and provides insightful feedback.
  • Users praise the AI analytical ability of Cresta, finding it easy to derive insights from telephone calls.
Cons
  • Users note the AI inaccuracy in Cresta's understanding, leading to irrelevant questions and answers during calls.
  • Users face a poor understanding from Cresta's model, making it hard to address caller's intents effectively.
  • Users experience an unclear understanding of caller intent with Cresta, leading to irrelevant question and answer identification.
  • Users face accuracy issues with Cresta, as it often misinterprets caller intent and provides irrelevant responses.
  • Users express concerns about AI dependency, noting it requires significant patience and understanding to utilize effectively.

What Are Recent G2 Reviews of Cresta?

What Are G2 Users Discussing About Cresta?

Customerly

Customerly is the AI customer support platform built around Aura — an autonomous AI agent that resolves and act on 81% of live chat, Whatsapp and email conversations end-to-end at a 4.3 CSAT, grounded in your own help center and product data so the answers are actually right.

Average Rating: 4.4/5.0

Total Reviews: 38

Who Is the Company Behind Customerly?

  • Seller: Customerly
  • Company Website:
  • Year Founded: 2017
  • HQ Location: Dublin, IE
  • Twitter: @customerlyio
    162 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 74% Small, 24% Medium

What Do G2 Reviewers Say About Customerly?

AI-generated summary from verified user reviews

Pros
  • Users praise the excellent customer support provided by Customerly, noting quick responses and effective solutions.
  • Users appreciate the user-friendly features of Customerly, enhancing team collaboration and boosting efficiency significantly.
  • Users appreciate the efficiency of automation in Customerly, enhancing team communication and improving customer support significantly.
  • Users find Customerly's helpful support team exceptional, ensuring smooth operations and quick resolutions for customer interactions.
  • Users love the quick setup of Customerly, finding it user-friendly and adaptable to their business needs.
Cons
  • Users find the pricing plans expensive and note limitations in integrations and other minor issues.
  • Users note the cost limitations of Customerly, citing pricey plans and limited integrations as significant drawbacks.
  • Users find Customerly's pricing to be expensive, with costly plans and limited integrations affecting overall satisfaction.
  • Users express concerns about AI limitations, preferring human interaction and noting challenges with training the AI effectively.
  • Users report frustrating bugs like missing notifications and slow response times, hindering their overall experience with Customerly.

What Are Recent G2 Reviews of Customerly?

What Are G2 Users Discussing About Customerly?

Enjo

Enjo is an AI support agent that resolves employee and customer service requests end to end, including requests that require reading from or updating connected systems. Enjo Platform is the operating environment built around the agent: an AI helpdesk with an AI shared inbox for human agents, an AI knowledge base, a self-serve Help Center, automation tools, governance controls, and analytics. Enjo works in Slack, Microsoft Teams, website chat, a Help Center portal, and Slack Connect shared channels, and is used for AI ITSM and employee support in IT and HR as well as for AI customer service. Enjo is configured agent-first. The AI support agent is set up to resolve support work before a ticket queue is configured for human escalations, reversing the usual order of implementing a helpdesk and adding AI afterward. Enjo handles informational requests and transactional ones such as access requests, password resets, order status, and approvals. Every answer is grounded in the knowledge and memory the customer configures, with a citation on every response and synthesis data showing how the agent reached its answer. When confidence is low or risk is high, Enjo escalates with the full conversation, account context, and suggested next steps. Enjo has a free plan that includes generous AI credits, unlimited human agent seats, unlimited AI agents, unlimited channels, and access to the shared Inbox, Help Center, and Insights. No credit card is required, and pricing scales with AI usage rather than headcount. Same-day go-live is achievable: Aptean deployed Enjo to an initial cohort in a single day. AI support agent: end-to-end resolution in Slack, Microsoft Teams, website chat, and Help Center, with guardrails, personas, bulk testing before launch, and a playground for prompts and policies. AI helpdesk and AI shared inbox: escalation workspace with workload management, SLAs, saved views, ticket sync, office hours, and Agent Assist for summaries, reply suggestions, sentiment, and translation. AI knowledge base and Help Center: one knowledge layer across Confluence, SharePoint, Google Drive, Notion, Guru, past tickets, websites, and uploaded files, plus a requester-facing Help Center with AI search, multilingual content, SEO controls, and article generation from a website URL, connected docs, or ticket patterns. AI Actions and AI Flows: retrieve data and run operations in connected systems including Okta, Jira, and Salesforce, with multi-step orchestration, approvals, and fallbacks. Insights and governance: resolution, deflection, CSAT, and ROI reporting, with guardrails, audit logs, and role-based access control. Documented results include 63% autonomous resolution at Aurora, 30% deflection and 80% faster response at Delivery Hero, 120 agents equivalent volume and 200,000 requests accelerated per year at Aptean, and HR response times reduced from two to three days to minutes at Kraken. Enjo is backed by 600+ enterprise deployments, 99.9% uptime over seven years, and SOC 2 Type II, ISO 27001, and GDPR compliance.

Average Rating: 4.8/5.0

Total Reviews: 5

Who Is the Company Behind Enjo?

Who Uses This Product?

  • Company Size: 60% Small, 20% Medium

What Do G2 Reviewers Say About Enjo?

AI-generated summary from verified user reviews

Pros
  • Users value the bot creation feature of Enjo for its effectiveness in automating support processes seamlessly.
  • Users benefit from the AI-powered assistance in resolving requests effectively and efficiently through Enjo's chatbot development.
  • Users find Enjo to be very helpful in daily office tasks, enhancing their productivity and efficiency.
  • Users admire the seamless integrations of Enjo, enhancing workflow efficiency and productivity across their operations.
  • Users appreciate the messaging automation of Enjo, streamlining communication and enhancing overall support efficiency.
Cons
  • Users often experience software bugs and lag issues with Enjo, affecting their overall satisfaction and usability.
  • Users often experience interface bugs with Enjo, leading to a frustrating and inconsistent user experience.
  • Users experience slow loading, facing bugs and lag issues that hinder their overall enjoyment of Enjo.

What Are Recent G2 Reviews of Enjo?

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How it works

Kommunicate

Kommunicate is a no-code, AI-powered customer service automation platform. Kommunicate helps businesses of all sizes automate customer service across websites, mobile apps, WhatsApp, email, voice, and all major messaging platforms with AI agents, AI chatbots, and shared inbox. Trusted by AI-first customer service teams at startups and enterprises alike, Kommunicate is recognized for its ease of use and scalability. Organizations like Rakuten, Crunch, Amgen, and Bridgestone have automated more than 80% of their repetitive customer queries with Kommunicate’s AI agents. These agents are trained on custom data to respond in a human-like way while maintaining the organization’s brand tone, ensuring consistency across web, mobile apps, WhatsApp, and all major messaging platforms.

Average Rating: 4.7/5.0

Total Reviews: 26

Who Is the Company Behind Kommunicate?

Who Uses This Product?

  • Company Size: 86% Small, 7% Large

What Do G2 Reviewers Say About Kommunicate?

AI-generated summary from verified user reviews

Pros
  • Users value the 24/7 support from Kommunicate, noting its exceptional responsiveness and proactive assistance for any inquiries.
  • Users appreciate the efficient automation of Kommunicate, enabling management of high inquiry volumes with ease and speed.
  • Users commend the responsive customer support of Kommunicate, ensuring quick help whenever needed.
  • Users find Kommunicate easy to use, appreciating its intuitive setup and seamless integration with existing systems.
  • Users value the seamless API integration of Kommunicate, enhancing inquiry management and response automation across global audiences.
Cons
  • Users report occasional buggy behavior of the bot and less responsiveness in the mobile app, hoping for future improvements.
  • Users face an initial learning curve with advanced configurations, though support helps ease the transition.
  • Users have noted the initial limited features of Kommunicate's dashboard, although improvements have been made since then.
  • Users often find performance issues with the bot and mobile app, impacting overall responsiveness and experience.
  • Users express frustration with poor customer support, which hinders effective use of Kommunicate despite its features.

What Are Recent G2 Reviews of Kommunicate?

What Are G2 Users Discussing About Kommunicate?

LiveAgent

LiveAgent is an AI help desk for support teams. AI agents answer chats and handle tickets alongside your team, all in one shared inbox. Every plan includes AI with no per-resolution fees. Plans start at $15 per agent/month billed annually, with a 30-day free trial and no credit card required. LiveAgent ranks #3 of 9 CX agents in G2's AI Agent Evaluation, with 195 of 230 points. It is made by Quality Unit, founded in 2004. AI in every plan Every plan has the same AI features; plans differ in how many AI agents you can run (1, 5, 50 or unlimited). AI runs on your own account with the provider you choose (OpenAI, Anthropic, Google Gemini or FlowHunt), and the provider bills you directly. LiveAgent adds no per-resolution fees and no token markup. The AI Chatbot currently runs on FlowHunt. • AI Agents that work on and distribute tickets • AI Chatbot for your website • AI Answer Assistant that drafts and improves agent replies • AI ticket summaries • Transcription of live and recorded calls • Built-in MCP server to connect external AI tools such as Claude (Business and Enterprise) One inbox for email, chat, phone and social LiveAgent brings email tickets, live chat, calls and social messages into one shared inbox. Every plan includes email ticketing, live chat, contact forms, a customer portal, a knowledge base and Android and iOS apps. From the Team plan you add a call center (inbound and outbound calls, IVR, queues and call recording, with your own SIP provider), video calls, and Facebook Messenger, WhatsApp, Viber, Telegram and X posts and mentions. Get started without starting over Migration from Zendesk, Freshdesk, Freshservice, Help Scout, Intercom, Jira or Kayako is free where a built-in migration plugin exists, and our support team answers your setup questions by live chat or ticket. No contract, no setup fee, cancel any time. Pay monthly or save up to 21% with annual billing. Your data, your region Choose where your data lives at sign-up: Europe (Frankfurt), the US (Northern Virginia) or Asia (Singapore). 2-step verification is available on every plan, single sign-on (Google, Microsoft, Facebook, Okta) from Team, and an audit log from Business. Connects with your stack Slack, Shopify, GitHub, Google Analytics 4, Salesforce, Pipedrive, Jira, Zapier, Microsoft and Google email accounts, FlowHunt, plus a REST API. Start your 30-day free trial at liveagent.com, no credit card required.

Average Rating: 4.5/5.0

Total Reviews: 1,481

Who Is the Company Behind LiveAgent?

  • Seller: QualityUnit
  • Company Website:
  • Year Founded: 2004
  • HQ Location: Bratislava, Slovakia
  • Twitter: @qualityunit
    480 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    61 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Owner
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 68% Small, 29% Medium

What Do G2 Reviewers Say About LiveAgent?

AI-generated summary from verified user reviews

Pros
  • Users find LiveAgent's ease of use exceptional, simplifying communication management and enhancing overall efficiency.
  • Users value the ease of use and feature-richness of LiveAgent, enhancing productivity and customer engagement seamlessly.
  • Users appreciate the centralized customer communication of LiveAgent, enhancing engagement and improving overall customer experience.
  • Users value the ease of use in LiveAgent, enhancing organization and improving customer communication across multiple channels.
  • Users praise LiveAgent for its efficiency, enabling fast ticket routing and centralized customer communication, enhancing productivity.
Cons
  • Users find the learning curve steep, requiring significant training to navigate LiveAgent's powerful features effectively.
  • Users note missing features in LiveAgent, including poor mobile performance and lack of customization options.
  • Users find the user interface not intuitive, leading to disappointment and difficulty in navigation and functionality.
  • Users note a steep learning curve in mastering LiveAgent, requiring substantial training for optimal usage.
  • Users express concerns about integration issues with LiveAgent, specifically regarding email, telephony, and automation with Magento.

What Are Recent G2 Reviews of LiveAgent?

What Are G2 Users Discussing About LiveAgent?

Mavenoid

Mavenoid is the #1 AI agent for product support. Purpose-built for complex products and devices, Mavenoid helps brands deliver exceptional customer experiences before and after the sale. It resolves real-world product issues—from setup and configuration to troubleshooting and repair—faster and more accurately than any other AI platform. Mavenoid’s multimodal AI combines guided and generative intelligence to understand customer intent, interpret product documentation, and deliver personalized, step-by-step help across web, chat, and voice. When human expertise is needed, it seamlessly connects customers to your team with full context preserved. Mavenoid comes with everything you need to deliver world-class product support in one place: 1️⃣ Virtual Assistant: Understands intent and provides instant, step-by-step resolutions using guided and generative AI. 2️⃣ Dynamic Help Center: Surfaces the exact information a customer needs for their specific issue, creating a tailored support experience. 3️⃣ Agent Assist: Equips every agent with expert-level product knowledge and context to solve complex cases faster. 4️⃣ Voice Assist: Brings real-time, conversational support to phone channels, automating common calls and triaging those that need a human touch. Powered by Mavenoid’s proprietary AI architecture, the platform is optimized for precision, adaptability, and speed. It works out of the box -- no extensive training required -- so you can see measurable ROI in weeks, not months. Trusted by global brands in consumer electronics, appliances, industrial machinery, and medical devices, Mavenoid is the only AI platform engineered to resolve complex, real-world product issues at scale.

Average Rating: 4.8/5.0

Total Reviews: 27

Who Is the Company Behind Mavenoid?

  • Seller: Mavenoid
  • Company Website:
  • Year Founded: 2017
  • HQ Location: Stockholm, SE
  • LinkedIn® Page: www.linkedin.com
    62 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Consumer Electronics
  • Company Size: 56% Medium, 30% Small

What Do G2 Reviewers Say About Mavenoid?

AI-generated summary from verified user reviews

Pros
  • Users praise Mavenoid for its effective customer experience solutions, enhancing efficiency and satisfaction through intuitive self-service options.
  • Users commend Mavenoid for its exceptional customer support, featuring responsive teams and efficient implementation processes.
  • Users find Mavenoid to have a user-friendly interface that enables quick and effective self-service solutions.
  • Users value the intelligent AI support of Mavenoid, enhancing customer experiences and operational efficiency.
  • Users commend Mavenoid for its intuitive case management and outstanding support, significantly enhancing operational efficiency.
Cons
  • Users experience a steep learning curve with Mavenoid, requiring time to master its setup and advanced features.
  • Users desire limited customization options for the customer-facing presentation to better align with their brand aesthetics.
  • Users find the search functionality lacking, as it often fails to deliver accurate solutions despite available content.
  • Users report a steep learning curve with Mavenoid, requiring time to master the setup and advanced features.
  • Users find the initial AI setup tedious, requiring unexpected hands-on effort for effective training and deployment.

What Are Recent G2 Reviews of Mavenoid?

What Are G2 Users Discussing About Mavenoid?

Minimal

Minimal AI is a YC-backed AI customer support platform built for ecommerce brands. Unlike generic chatbots or SaaS-first helpdesk tools, Minimal AI is designed from the ground up around the complexity of ecommerce support: fragmented tech stacks, high ticket volumes, multilingual customers, and real-time operational data like orders, returns, shipments, and subscriptions. How it works: Minimal AI deploys AI Agents that resolve support tickets end-to-end across every customer channel. Setup takes one hour. You connect your helpdesk and ecommerce tools, then train the AI in plain natural language through the AI Manager. No developers. No complex configuration. The AI Manager handles everything, continuously learning from feedback to improve automation over time. What it automates: Minimal AI resolves the full range of ecommerce support requests: order status, returns and refunds, cancellations, subscription changes, product questions, and review responses. The AI Agents can take direct action across your systems. Cancelling a Shopify order, generating a Returnista return form, blocking a shipment in Monta, upgrading a subscription in Firmhouse. All without a human in the loop, and all following your exact business rules. Integrations: Minimal AI connects natively with major helpdesks (Zendesk, Freshdesk, Gorgias, Trengo, CM.com, Omnidesk) and ecommerce platforms (Shopify, Magento, BigCommerce, Lightspeed). It also integrates with logistics and fulfilment tools including Monta, Sendcloud, Returnista, Returnless, Channable, Picqer, and ActiveAnts, as well as subscription platforms like Firmhouse and Juo. As of May 2026, Minimal AI integrates with 120+ platforms. Results customers see: Up to 90% of tickets resolved automatically 80% lower cost per ticket 5x more tickets handled per agent Response times under 2 minutes, 24/7 93% customer satisfaction scores Customers like ETQ hit 88% automation on day one. Proforto resolves 85% of inquiries with AI. Cloudpillo handles 81% of tickets automatically while increasing conversion. Boombrush runs 93% of support on autopilot. Who it's for: Ecommerce brands of any size that want to scale support without growing headcount. Especially well-suited for mid-market and enterprise brands operating across multiple markets, languages, and channels in Europe and beyond. Backed by Y Combinator. Headquartered in Amsterdam and San Francisco.

Average Rating: 4.7/5.0

Total Reviews: 5

Who Is the Company Behind Minimal?

Who Uses This Product?

  • Company Size: 83% Small, 17% Medium

What Are Recent G2 Reviews of Minimal?

MyOperator

MyOperator is a Business AI Communication Platform that helps businesses manage customer conversations across Calls, WhatsApp, and AI agents from a single unified platform. Built on CPaaS infrastructure, it combines the WhatsApp Business API, cloud telephony, conversational AI, and workflow automation to help businesses automate repetitive customer interactions, so their teams can focus on high-value conversations. Trusted by 12,000+ businesses, including Amazon, Apollo, Domino’s, TCS, and Razorpay, MyOperator has powered over 2.5 billion customer conversations across 14+ years, and is defining the Business AI Operator category in India. Most communication tools solve one problem at a time. MyOperator works differently: calls, WhatsApp, and AI agents share context on one platform, giving businesses a single view of every customer interaction regardless of its channel of origin. This shows up across four core areas: ☑️ AI voice agents: These agents pick up your inbound and outbound calls, handle the routine FAQs, qualify leads over the phone, and book appointments without a human intervention. ☑️ AI chat agents: Live agents on WhatsApp and web chat, answering product questions, qualifying inbound enquiries, and booking appointments around the clock. ☑️ WhatsApp Business API: Every WhatsApp conversation runs through one shared inbox instead of scattered personal numbers. Follow-ups happen automatically, so no lead goes cold while your team is busy elsewhere. ☑️ Cloud telephony & IVR: Every call gets routed to the right team instantly based on the caller's intent. Your team gets access to call transcripts, recordings, and full customer context with tailored reports and call analytics. ☑️ Unified analytics & reporting: All your calls, WhatsApp conversations, and AI agent activity show up on one dashboard instead of five different reports. You get to make decisions based on real numbers, not scattered guesswork. From healthcare and education to real estate, ecommerce, and financial services, MyOperator powers high-volume customer communication with with ISO 27001-certified enterprise-grade security, dedicated implementation & support, and API-driven architecture built for reliability at any scale, helping businesses respond faster, convert more, and grow without adding complexity.

Average Rating: 4.1/5.0

Total Reviews: 68

Who Is the Company Behind MyOperator?

  • Seller: MyOperator
  • Company Website:
  • Year Founded: 2013
  • HQ Location: Noida, Uttar Pradesh
  • Twitter: @MyOperator
    1,797 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    318 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Consumer Services, Education Management
  • Company Size: 48% Small, 42% Medium

What Do G2 Reviewers Say About MyOperator?

AI-generated summary from verified user reviews

Pros
  • Users commend the excellent customer support provided by MyOperator, ensuring effective and proactive assistance.
  • Users appreciate the helpful AI chatbot and excellent account manager support, enhancing overall user experience and efficiency.
  • Users commend the ease of use of MyOperator, highlighting its simple implementation and user-friendly features.
  • Users highlight the easy setup of MyOperator, appreciating its smooth onboarding and user-friendly interface.
  • Users value the excellent staff support from MyOperator, appreciating proactive assistance and detailed product explanations.
Cons
  • Users note the absence of essential features in MyOperator, highlighting the need for better service and support improvements.
  • Users experience poor customer support, with unresponsive service and unresolved issues affecting overall satisfaction and usability.
  • Users find certain missing functionalities in MyOperator, affecting overall user experience and request implementation processes.
  • Users report significant integration issues with MyOperator, hindering daily usage and complicating the overall user experience.
  • Users find the poor UI design of MyOperator outdated and clunky, hindering their overall experience.

What Are Recent G2 Reviews of MyOperator?

What Are G2 Users Discussing About MyOperator?

Ringg AI

Ringg AI is an enterprise-grade platform for building, deploying, and scaling production-ready conversational AI agents across voice, WhatsApp, web, and browser channels. It gives teams control across the entire lifecycle of automation, from agent creation and knowledge management to workflow orchestration, integrations, analytics, evaluations, and continuous optimization. Built for high-stakes workflows such as customer support, collections, lead qualification, KYC, appointment booking, and inbound operations, Ringg enables businesses to create agents that understand context, follow complex workflows, use business tools, and take action. Teams can design conversations without code, connect their existing systems, and deliver fast, natural, interruption-ready interactions across channels. Ringg supports more than individual conversations. Its agents can qualify leads, schedule appointments, confirm orders, answer questions, update customer records, trigger actions, and complete business processes. Visual workflow tools make it possible to define conditions, variables, API requests, wait steps, and handoffs in one place. From first contact through follow-up, every interaction can be connected to the right data, workflow, and business system. This enables teams to reduce manual work, respond faster, maintain consistent service quality, and scale operations without adding unnecessary headcount across growing customer volumes. What sets Ringg AI apart is its end-to-end orchestration layer. The platform connects conversations, tools, data, and actions while automatically monitoring agent performance. Built-in analytics and evaluations help teams understand outcomes, identify issues, and improve experiences over time. Whether businesses are automating voice operations or expanding across digital channels, Ringg helps them manage customer interactions at scale with greater consistency, visibility, and control.

Average Rating: 4.7/5.0

Total Reviews: 30

Who Is the Company Behind Ringg AI?

  • Seller: Ringg AI
  • Company Website:
  • Year Founded: 2023
  • HQ Location: Bengaluru, IN
  • LinkedIn® Page: www.linkedin.com
    45 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Small, 23% Medium

What Do G2 Reviewers Say About Ringg AI?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of setup with Ringg AI, facilitated by personalized support and a self-serve model.
  • Users value the efficient automation of calls by Ringg AI, significantly enhancing lead generation and user experience.
  • Users commend the exceptional customer support of Ringg AI, facilitating easy onboarding and prompt assistance throughout the experience.
  • Users appreciate the effective customer engagement provided by Ringg AI, transforming financial sales into a listening experience.
  • Users appreciate the human-like call experience of Ringg AI, which enhances efficiency and lead generation significantly.
Cons
  • Users express the need for improved language support, particularly for regional languages beyond just Hindi and English.
  • Users note the inaccuracy in language processing for some languages like Malayalam, hoping for future improvements.
  • Users note that limited customization at scale necessitates ongoing collaboration with Ringg's tech team for optimal results.
  • Users find it challenging due to limited features for creating agent flows, relying on other tools for assistance.
  • Users express concern over poor understanding of agent responses, suggesting a need for better transparency in debugging.

What Are Recent G2 Reviews of Ringg AI?

WIZ.AI

WIZ.AI provides enterprise-grade conversational AI solutions to enhance customer experience and increase operational efficiency. WIZ.AI’s suite of solutions includes smart automation, AI-human copilot, generative AI-powered applications, and an LLM-powered platform. WIZ.AI’s AI agents called Talkbots provide human-like engagement to facilitate customer interactions at scale, enabling exceptional customer service and strong business ROI for our enterprise clients. WIZ.AI Talkbot Features Hyper-localized: Talkbots can process local and domain-specific vocabularies Hyper-personalized: Talkbots can mimic the tone and accent of a native, and support multiple English varieties and global languages Omni-channel: Talkbots can be integrated over telephony, email, SMS, and various messaging apps

Average Rating: 4.7/5.0

Total Reviews: 9

Who Is the Company Behind WIZ.AI?

  • Seller: WIZ.AI
  • Year Founded: 2019
  • HQ Location: Singapore, SG
  • LinkedIn® Page: www.linkedin.com
    172 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 44% Large, 33% Medium

What Do G2 Reviewers Say About WIZ.AI?

AI-generated summary from verified user reviews

Pros
  • Users value the responsive and professional customer support of WIZ.AI, enhancing their overall experience significantly.
  • Users highlight the responsive and professional support from the WIZ.AI team, enhancing their overall experience significantly.
  • Users appreciate the excellent customer satisfaction with WIZ.AI, highlighting timely support and a smooth working experience.
  • Users value the natural and professional voice technology of WIZ.AI, enhancing customer relationships effectively.
  • Users find WIZ.AI's ease of use and quick implementation significantly enhance their customer experience and support.
Cons
  • Users find WIZ.AI more expensive than competitors, but value the high quality and support it provides.
  • Users note that the cost of WIZ.AI is higher than competitors, but justify it with quality and support.
  • Users note the current limitations of WIZ.AI, requiring more time and effort to enhance agent training and performance.
  • Users note that training is required to optimize WIZ.AI's performance, which can be time-consuming and challenging.

What Are Recent G2 Reviews of WIZ.AI?

Crescendo.ai

Crescendo is the AI-native customer experience platform, built from the ground up for the AI era rather than retrofitted onto legacy CX software. Where most vendors have bolted AI onto ticketing systems, CCaaS, and IVR infrastructure built for humans managing processes, Crescendo was built AI-native from day one — combining customer-facing intelligence, workforce management, quality assurance, analytics, and optimization in a single platform. Crescendo handles customer interactions across chat, voice, email, and SMS from one system, so customers move between channels without repeating themselves and support teams work from a single unified view instead of stitching data across tools. The platform operates on intent, not scripted rules: it pulls context directly from a company's knowledge base, policies, support documentation, and past conversations to resolve routine and complex queries alike, replacing rigid IVRs and rule-based bots with reasoning that adapts to what the customer actually needs. The architecture is self-improving. Every conversation is scored for accuracy, empathy, compliance, and completion, and the results feed directly back into the knowledge base, prompts, and model tuning — an auto-QA loop that closes gaps in hours instead of quarterly review cycles. The system doesn't plateau or drift the way legacy AI deployments do; it compounds, getting sharper the longer it runs. Applied Expertise is built into the platform, not sold as a separate service. A deployed team of forward-deployed engineers configures, calibrates, and continuously optimizes the AI against a business's context, brand tone, and policies from go-live onward. Interactions that require judgment route to live resolution specialists by design, and every one of those resolutions trains the system — the human governance layer makes the platform smarter rather than sitting apart from it. Beyond reactive support, Crescendo's analytics surface churn risk, root causes, and friction points across every conversation, not just a sampled subset, enabling proactive retention plays and at-risk account outreach. Crescendo connects to existing CRM, ticketing, and telephony systems through MCP-native integrations, typically in minutes rather than weeks, and is LLM-independent, SOC 2 Type II compliant, and HIPAA-capable, so it isn't locked to a single model or vendor. One platform. One contract. One team. Live in 4 weeks.

Average Rating: 4.8/5.0

Total Reviews: 4

Who Is the Company Behind Crescendo.ai?

  • Seller: Crescendo.ai
  • Company Website:
  • Year Founded: 2024
  • HQ Location: San Francisco, California, United States
  • LinkedIn® Page: www.linkedin.com
    173 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Crescendo.ai?

Quidget

Quidget is an AI-powered chat solution designed to automate a significant portion of Tier-1 customer support. It works by scanning your existing data and knowledge base to provide instant and precise responses to customer queries. Quidget can be set up and deployed on your website within minutes, requiring no coding experience. This tool enables businesses to automate routine inquiries, allowing customer support teams to concentrate on more complex issues. On average, this can save support agents up to 3 hours daily, effectively equating to the workload of an additional full-time employee. Quidget integrates smoothly into your website through a simple onboarding process, after which a short code is provided to embed the chat widget. The AI agent is easily customizable to match your brand’s tone and can be tailored to meet specific business needs. Designed to enhance customer service efficiency, Quidget is suitable for businesses of all sizes. By reducing the need for manual intervention in handling common queries, it helps lower operational costs and reallocates resources towards more strategic activities. This leads to faster response times and improved customer satisfaction.

Average Rating: 4.5/5.0

Total Reviews: 4

Who Is the Company Behind Quidget?

  • Seller: Quidget
  • Year Founded: 2023
  • HQ Location: Wilmington, US
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 25% Large

What Do G2 Reviewers Say About Quidget?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the fascinating UI and easy navigation of Quidget, enhancing their overall experience.
  • Users commend the fascinating UI and easy navigation of Quidget, enhancing their overall experience.
  • Users admire the fascinating UI of Quidget, finding navigation easier and enhancing their overall experience.

What Are Recent G2 Reviews of Quidget?

Votel AI

Votel is a white label AI platform that enables agencies to launch their own AI business in as little as 60 minutes. Built for agencies and businesses alike, Votel provides AI agents that help automate customer communication and streamline operations from one unified platform. Instead of juggling multiple tools, users get everything they need in one place, including AI voice agents, CRM, a unified conversations inbox, calendars, meetings, task management, voice calling, power dialer, SMS, email, automations, and more. Votel helps businesses save time, improve customer engagement, and scale efficiently with AI powered workflows.

Average Rating: 4.8/5.0

Total Reviews: 4

Who Is the Company Behind Votel AI?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Votel AI?

Brainfish

Brainfish is a knowledge intelligence platform built for complex B2B products. As companies grow, product knowledge becomes fragmented across docs, Slack, tickets, decks, and tribal expertise. Documentation goes stale. Teams give inconsistent answers. AI initiatives fail because the content underneath isn’t reliable. Brainfish acts as a living knowledge layer across Support, Customer Success, Product, and Enablement. It centralizes your existing knowledge, keeps it continuously up to date, and dynamically delivers the right answer based on persona, context, and configuration. Instead of static documentation, Brainfish provides context-aware intelligence that scales with product complexity — ensuring admins, end users, developers, and internal teams all receive accurate, role-specific guidance. With Brainfish, teams onboard faster, reduce support costs, and free up Product from constant escalations. It also lowers churn caused by confusion and gives companies the confidence to roll out AI on top of accurate, reliable knowledge. Brainfish helps growing B2B companies scale their expertise without having to scale headcount alongside it.

Average Rating: 4.6/5.0

Total Reviews: 4

Who Is the Company Behind Brainfish?

Who Uses This Product?

  • Company Size: 75% Small, 25% Medium

What Do G2 Reviewers Say About Brainfish?

AI-generated summary from verified user reviews

Pros
  • Users value the customizability of Brainfish, allowing for quick content updates to adapt to changing needs.
  • Users value the ease of use of Brainfish, enabling quick content updates for a rapidly changing environment.
  • Users highlight the easy setup of Brainfish, enabling quick content updates for dynamic software environments.
  • Users value the quick content updates with Brainfish, enhancing adaptability for evolving startup software systems.
  • Users appreciate the quick content updates with Brainfish, ensuring accurate and timely information for their evolving software needs.

What Are Recent G2 Reviews of Brainfish?

Caretta

Caretta is an AI-powered site assistant developed by WAPI Solutions, designed to enhance user engagement and support on websites. By learning the content and structure of a website, Caretta provides visitors with accurate and context-aware responses, effectively acting as a virtual customer representative available around the clock. This ensures that user inquiries are addressed promptly, even outside of standard business hours, thereby improving customer satisfaction and potentially increasing conversion rates. One of Caretta's key features is its ability to integrate seamlessly with a website's existing infrastructure. It analyzes the site's content to understand its offerings, enabling it to provide relevant information to users without the need for extensive manual configuration. This self-learning capability allows Caretta to stay updated with any changes made to the website, ensuring that the information it provides remains current and accurate. In addition to answering common questions, Caretta can assist with tasks such as guiding users through the website, helping them find specific products or services, and providing support for common issues. This reduces the workload on human customer service teams by handling routine inquiries, allowing them to focus on more complex tasks that require human intervention. Caretta also offers multilingual support, making it suitable for websites with a diverse user base. By communicating with visitors in their preferred language, it enhances the user experience and makes the website more accessible to a global audience. Furthermore, Caretta's integration with WAPI Solutions' suite of services means that it can work in conjunction with other tools, such as email infrastructure and streaming services, to provide a comprehensive digital solution. This holistic approach ensures that all aspects of a website's operation are optimized for performance and user engagement. Overall, Caretta serves as a valuable tool for businesses looking to improve their online customer support and engagement. Its AI-driven approach ensures that users receive timely and relevant assistance, enhancing their overall experience and fostering positive relationships between businesses and their customers.

Average Rating: 4.8/5.0

Total Reviews: 3

Who Is the Company Behind Caretta?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Caretta?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 21, 2026