# Best AI Customer Support Agents Software for Small Business *By [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)* Products classified in the overall AI Customer Support Agents category are similar in many regards and help companies of all sizes solve their business problems. However, small business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Small Business AI Customer Support Agents to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Small Business AI Customer Support Agents category. In addition to qualifying for inclusion in the AI Customer Support Agents Software category, to qualify for inclusion in the Small Business AI Customer Support Agents Software category, a product must have at least 10 reviews left by a reviewer from a small business. ## Category Overview **Total Products under this Category:** 448 ## Trust & Credibility Stats **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 88,600+ Authentic Reviews - 448+ 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. ## Top-Rated Products (Ranked by G2 Score) ### 1. [Jotform AI Agents](https://www.g2.com/products/jotform-ai-agents/reviews) Jotform AI Agents are automated real-time assistants designed to help your users at any time of day or night. AI Agents are the future of customer service. Train and customize your own personal AI Agent to enhance user engagement, improve response times, and streamline support operations. With Jotform’s intuitive, no-code AI builder, you can easily train and customize your own AI Agent to match your brand voice, support workflows, and respond with the exact information your users need. Simply provide key details, documents, FAQs, or form data, and your AI Agent will learn from this context to deliver accurate, personalized interactions. This level of customization helps teams improve response times, boost user satisfaction, and streamline support operations across every stage of the customer journey. One of the platform’s most powerful advantages is its extensive library of 7,000+ customizable AI Agent templates. These ready-made templates provide an easy starting point for a wide variety of use cases, including customer support, onboarding, lead qualification, appointment scheduling, product education, internal training, and more. Each template can be fully personalized with your own instructions, tone, workflows, and industry-specific knowledge—allowing you to deploy high-performing AI Agents in minutes. Jotform AI Agents provide 24/7 automated assistance, ensuring your customers receive instant support even outside of business hours. While you sleep, your AI Agents continue working—handling inquiries, resolving issues, collecting information, and providing accurate responses around the clock. This continuous availability reduces wait times, increases engagement, and helps teams keep up with growing demand. With multichannel support, Jotform AI Agents can operate wherever your users are. Deploy your agents across web, chat widgets, email, phone, WhatsApp, Messenger, Gmail, WordPress, and other communication channels for a unified, consistent support experience. This omnichannel flexibility ensures that your users always receive real-time assistance—no matter the device or platform. For teams requiring voice-based interactions, Jotform offers powerful phone and SMS capabilities. AI Agents can handle incoming calls, conduct natural voice conversations, answer questions, and transcribe spoken messages—all with a friendly, human-like tone. This makes Jotform AI Agents ideal for customer service hotlines, appointment reminders, phone-based support, and automated phone menus. AI Agents can also perform customizable actions based on your workflows. Define specific behaviors, triggers, follow-up steps, or automated tasks for your agent to execute. Whether you want it to qualify leads, send emails, update CRM records, route inquiries, generate reports, or collect data through forms, your AI Agent follows your rules precisely. By combining real-time automation, no-code customization, multichannel support, and intelligent communication, Jotform AI Agents help organizations scale their customer experience effortlessly. Whether you’re a small business or a global enterprise, AI Agents provide the speed, accuracy, and availability needed to support users at every moment. **Average Rating:** 4.5/5.0 **Total Reviews:** 562 **Seller Details:** - **Seller:** [Jotform](https://www.g2.com/sellers/jotform) - **Company Website:** https://www.jotform.com/ - **Year Founded:** 2006 - **HQ Location:** San Francisco, California - **Twitter:** @Jotform (39,396 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3541463/ (900 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Owner, CEO - **Top Industries:** Real Estate, Computer Software - **Company Size:** 69% Small-Business, 12% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (267 reviews) - Easy Setup (173 reviews) - Artificial Intelligence (164 reviews) - Helpful (157 reviews) - Setup Ease (152 reviews) **Cons:** - AI Limitations (121 reviews) - Limited AI Capabilities (74 reviews) - Limited Features (66 reviews) - Inadequate AI Features (65 reviews) - Poor Understanding (60 reviews) ### 2. [Fin by Intercom](https://www.g2.com/products/fin-by-intercom/reviews) Fin by Intercom is the best performing AI Agent for customer service. It automates complex queries, improves resolution times, and delivers consistently high-quality support at scale. Key benefits of Fin AI Agent: - Automates complex tasks such as refunds, transaction disputes, and technical troubleshooting. - Easy to configure with a no-code experience that anyone on your team can manage. - Works with any helpdesk, including Zendesk, Salesforce, and HubSpot—no migration required. - Affordable at scale with pricing starting at just $0.99 per resolution. - Provides complete visibility and control through tools to analyze, train, test, and deploy Fin across all channels. How it works: Fin combines generative AI with deterministic rules to act just like your best human agents. You can give Fin detailed, step-by-step instructions, and it will follow them with speed and reliability—reducing time to resolution and improving customer satisfaction. Under the hood, Fin is powered by the patented Fin AI Engine™, a proprietary system purpose-built for customer service. Every layer is optimized for accuracy, speed, and reliability, so Fin can handle high volumes and complex queries with confidence. Proof of performance: - Fin resolves 67% of customer queries on average, with rates as high as 93% for some teams. - Trusted by 6,000+ customer service teams, including the world’s leading AI companies like Anthropic. - In independent tests, Fin consistently outperformed competitors, delivering higher resolution rates than Forethought, Decagon, and others. - Ranked #1 AI Agent on G2, with the highest number of reviews. **Average Rating:** 4.5/5.0 **Total Reviews:** 3,675 **Seller Details:** - **Seller:** [Intercom, Inc.](https://www.g2.com/sellers/intercom-inc) - **Company Website:** https://www.intercom.com/ - **Year Founded:** 2011 - **HQ Location:** San Francisco, CA - **Twitter:** @intercom (44,245 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/intercom/ (1,950 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Customer Success Manager, CEO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 57% Small-Business, 37% Mid-Market #### Pros & Cons **Pros:** - Helpful (435 reviews) - Ease of Use (433 reviews) - Features (333 reviews) - Efficiency (268 reviews) - Automation (257 reviews) **Cons:** - Missing Features (152 reviews) - AI Limitations (130 reviews) - Limited Features (123 reviews) - Learning Curve (115 reviews) - Expensive (92 reviews) ### 3. [HubSpot Service Hub](https://www.g2.com/products/hubspot-service-hub/reviews) Service Hub delivers AI-powered customer service at scale by unifying customer insights, providing omnichannel support tools, and enabling efficient self-service options within a single platform. Core Value Proposition: Service Hub addresses three critical customer service challenges: scaling support teams without proportional headcount increases, maintaining service quality across multiple communication channels, and leveraging customer data to drive retention and growth. The platform connects customer service data with information from sales and marketing, providing support representatives with complete customer context. Key Capabilities: Omnichannel Help Desk: Service Hub consolidates support requests from multiple communication channels into a single interface. Teams manage all customer communications without switching between tools, ensuring consistent response quality across channels. AI-Powered Efficiency: The platform includes AI features that automate ticket routing, suggest relevant knowledge base articles, and identify patterns in customer issues to improve resolution speed and support team productivity. Self-Service Tools: Service Hub provides knowledge base creation, chatbot functionality, and customer portal capabilities enabling customers to find answers independently. This reduces ticket volume and support team workload while improving customer satisfaction. Data-Driven Retention: The platform offers customer health scoring, efficiency reporting, and trend analysis that help service leaders identify at-risk accounts, optimize team performance, and connect support activities to business growth metrics. Service Hub vs. Alternatives: Unlike standalone ticketing systems operating in isolation, Service Hub shares customer data with sales and marketing platforms, enabling support teams to see complete customer journey context. Representatives can access purchase history, marketing interactions, and sales conversations without needing to request information from other departments. Service Hub eliminates the need to purchase and integrate separate tools for live chat, knowledge base management, customer feedback collection, and service analytics by providing these capabilities within the unified HubSpot platform. Who Should Use Service Hub: Service Hub serves customer experience leaders seeking to scale support efficiently, support teams needing complete customer context for quality service delivery, and organizations wanting to connect service metrics to retention and growth outcomes. The platform enables CX leaders to focus on efficient reps empowered by AI. Outcome: Service Hub helps teams deliver delightful support at scale with unified customer insights, create efficient reps empowered by AI, and scale their company, not complexity. **Average Rating:** 4.4/5.0 **Total Reviews:** 2,807 **Seller Details:** - **Seller:** [HubSpot](https://www.g2.com/sellers/hubspot) - **Company Website:** https://www.HubSpot.com - **Year Founded:** 2006 - **HQ Location:** Cambridge, MA - **Twitter:** @HubSpot (785,747 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/68529/ (11,979 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Customer Success Manager, Customer Success Specialist - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 60% Small-Business, 37% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (325 reviews) - Features (214 reviews) - Helpful (170 reviews) - Efficiency (155 reviews) - Case Management (147 reviews) **Cons:** - Missing Features (117 reviews) - Limited Customization (93 reviews) - Limited Features (88 reviews) - Lack of Features (75 reviews) - Ticket Management (75 reviews) ### 4. [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) Salesforce Agentforce is an enterprise agentic AI software platform that helps organizations build, deploy, manage, and govern AI agents that can autonomously assist customers, employees, and partners across digital and voice channels. Agentforce is designed for enterprises that want to operationalize AI agents at scale while maintaining control, security, and trust. It brings together humans, applications, AI models, and business data into a unified system where agents can reason, take action, and collaborate with people. The platform supports the full agent lifecycle—from creation and testing to deployment, supervision, and continuous improvement—using both low-code and pro-code tools. Agentforce is used by teams across customer service, sales, IT, operations, HR, marketing, and industry-specific workflows. Agentforce enables organizations to deploy AI agents that work continuously, execute business logic, and integrate with existing systems. Agents can handle structured and unstructured data, reason through complex tasks, and hand off to humans when needed. Key capabilities and components include: - Agent development and orchestration tools that support building, testing, deploying, supervising, and scaling AI agents using conversational, low-code, and pro-code experiences. - Hybrid reasoning architecture that combines deterministic workflows with large language model (LLM) reasoning to ensure predictable execution while handling nuance and natural language interactions. - Multichannel and voice support, allowing agents to engage users across web, mobile, chat, and phone with consistent behavior and brand-aligned voice experiences. - Intelligent Context processing, which extracts and structures information from unstructured and multimodal data sources so agents can respond accurately and take relevant actions. - Lifecycle management and supervision, including batch testing, performance monitoring, and tools to refine agent behavior over time. Agentforce includes built-in trust, governance, and security features to support enterprise requirements: - Configurable guardrails to reduce hallucinations, bias, and off-topic responses. - Data protection and governance controls such as grounding, access controls, auditability, and privacy safeguards. - Enterprise-grade reliability and compliance, built on the broader Salesforce platform. Common use cases include customer support automation, sales development, employee support, deep research tasks, coaching and learning, product recommendations, appointment scheduling, and event or attendee support. Agentforce can also be tailored for industry-specific workflows by leveraging existing data models, APIs, and business logic. Overall, Salesforce Agentforce is an enterprise agentic AI platform for organizations seeking to deploy trusted, autonomous digital labor that integrates with their existing systems and operates at scale. **Average Rating:** 4.3/5.0 **Total Reviews:** 1,043 **Seller Details:** - **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce) - **Company Website:** https://www.salesforce.com/ - **Year Founded:** 1999 - **HQ Location:** San Francisco, CA - **Twitter:** @salesforce (581,281 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3185/ (88,363 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Salesforce Developer, Salesforce Administrator - **Top Industries:** Information Technology and Services, Financial Services - **Company Size:** 38% Mid-Market, 30% Enterprise ### 5. [Zendesk for Customer Service](https://www.g2.com/products/zendesk-for-customer-service/reviews) "Zendesk for Customer Service is an AI-powered service solution that’s easy to set up, use, and scale. It offers out-of-the-box functionality that’s simple to modify, helping businesses move faster. Leveraging AI built on billions of CX interactions, Zendesk enhances the entire service experience—from self-service to agents and admins—improving efficiency at scale. Zendesk equips agents with tools, insights, and context to deliver personalized service across all channels, including social messaging, phone, and email. It unifies personalized conversations, omnichannel case management, AI workflows, automation, and a Marketplace of 1800+ apps under one platform. Zendesk QA uses AI to evaluate and improve agent performance, while Workforce Management optimizes scheduling and productivity to ensure readiness during peak times. The solution is easy to implement and adjust without needing IT or developers. Zendesk’s mission is to simplify business complexity and enable meaningful customer connections for companies of all sizes. Serving 130K+ global brands in 30+ languages, Zendesk is headquartered in San Francisco with offices worldwide." **Average Rating:** 4.3/5.0 **Total Reviews:** 6,480 **Seller Details:** - **Seller:** [Zendesk](https://www.g2.com/sellers/zendesk) - **Company Website:** https://www.zendesk.com - **Year Founded:** 2007 - **HQ Location:** San Francisco, CA - **Twitter:** @Zendesk (102,891 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/418095/ (6,662 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Customer Success Manager, Customer Service Manager - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 45% Mid-Market, 41% Small-Business #### Pros & Cons **Pros:** - Ease of Use (532 reviews) - Features (402 reviews) - Customer Support (286 reviews) - Helpful (280 reviews) - Ticket Management (257 reviews) **Cons:** - Missing Features (217 reviews) - Learning Curve (183 reviews) - Limited Features (182 reviews) - Limited Customization (159 reviews) - Complexity (139 reviews) ### 6. [Zoho Desk](https://www.g2.com/products/zoho-desk/reviews) Zoho Desk is a web-based help desk software solution designed to assist organizations in providing exceptional customer support experiences. This platform serves as a centralized hub for managing customer interactions across multiple channels, allowing businesses to streamline their support processes and enhance overall customer satisfaction. By focusing on the needs of both customers and support agents, Zoho Desk aims to create a more efficient and effective help desk environment. Targeted primarily at businesses of all sizes, Zoho Desk caters to customer support teams looking to improve their service delivery and operational efficiency. The software is particularly beneficial for organizations that require a robust system to manage inquiries from various communication channels, including email, chat, social media, and phone. With its comprehensive feature set, Zoho Desk is well-suited for industries such as retail, technology, healthcare, and finance, where customer engagement and support are critical to success. One of the standout features of Zoho Desk is its omnichannel support capability, which allows businesses to engage with customers seamlessly across different platforms. This ensures that customers receive consistent and timely responses, regardless of how they choose to reach out. Additionally, the platform enhances agent productivity through automation tools that handle repetitive tasks, enabling support teams to focus on more complex customer issues. The integration of AI capabilities further empowers agents by providing them with insights and suggestions based on historical data and customer interactions. Zoho Desk also offers extensive customization options, allowing organizations to tailor the help desk experience to their specific needs. Users can create custom workflows, set up automated responses, and design personalized dashboards to monitor performance metrics. This level of customization ensures that businesses can adapt the software to fit their unique operational requirements, ultimately leading to improved service delivery and customer satisfaction. Furthermore, Zoho Desk provides real-time performance insights, enabling support managers to track key metrics and make data-driven decisions. The ability to analyze customer interactions and agent performance helps organizations identify areas for improvement and optimize their support strategies. With its cost-effective pricing model, Zoho Desk stands out as a practical solution for businesses seeking to enhance their customer support capabilities without incurring excessive expenses. **Average Rating:** 4.4/5.0 **Total Reviews:** 7,253 **Seller Details:** - **Seller:** [Zoho](https://www.g2.com/sellers/zoho-b00ca9d5-bca8-41b5-a8ad-275480841704) - **Year Founded:** 1996 - **HQ Location:** Austin, TX - **Twitter:** @Zoho (137,251 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/38373/ (30,531 employees on LinkedIn®) - **Phone:** +1 (888) 900-9646 **Reviewer Demographics:** - **Who Uses This:** CEO, Director - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 73% Small-Business, 24% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (710 reviews) - Features (517 reviews) - Ticket Management (377 reviews) - Integrations (360 reviews) - Intuitive (343 reviews) **Cons:** - Learning Curve (329 reviews) - Steep Learning Curve (233 reviews) - Limited Customization (196 reviews) - Complexity (191 reviews) - Not Intuitive (181 reviews) ### 7. [Tidio](https://www.g2.com/products/tidio/reviews) Tidio is an all-in-one customer support software suite comprising (1) help desk, (2) live chat, (3) chatbot automation, and (4) AI agent features. Over 300,000 businesses across ecommerce, services, and tech use Tidio to streamline communication, resolve issues faster, and drive more sales. With Tidio, support teams can engage customers in real time via live chat, automate responses to FAQs with Flows (rules-based chatbots), and manage conversations from multiple channels like email, Messenger, Instagram, WhatsApp, and email in one unified dashboard. At the heart of the platform is Lyro, Tidio’s conversational AI agent and chatbot, capable of resolving up to 67% of common customer inquiries without human involvement. With a single click, Lyro starts using your company’s existing help content to provide accurate and brand-consistent responses without making up answers. When in doubt, the AI agent will hand over the ticket to your team, enhancing trust between users and your brand. Tidio empowers businesses to scale their support without overwhelming their teams. It reduces missed chats, shortens response times, and frees up agents to focus on complex issues. Start free and get 50 AI-powered conversations with Lyro. No credit card required. 💬 Live Chat • Real-Time Support – Engage with visitors instantly through a lightweight chat widget. • Live Typing Preview – See what users are typing before they hit send. • Canned Responses – Use pre-written replies for quick, consistent answers. • AI Reply Assistant – Enhance responses with GPT-4 suggestions. • User Management – Ban users by IP, view live visitor lists. • Chat Transcripts – Save or email conversation history. • Attachments – Support for sending files (images, docs, videos). ⚙️ Flows (Chatbot Automation) • Visual Automation Builder – No-code drag & drop builder for custom flows. • Pre-designed Templates – 40+ templates designed for eCommerce. • Data Collection – Auto-capture contact info and feedback. • Abandoned Cart Recovery – Send timed offers/discounts. • Third-Party Integrations – Sync data with external tools and platforms. 🤖 Lyro (AI Agent) • Conversational AI – Automatically resolve up to 70% of questions. • Product Recommendations – Suggest items based on Shopify product data. • Multichannel Support – Works across live chat, WhatsApp, Instagram, Messenger. • Multilingual Capabilities – Respond in English, Spanish, French, Portuguese, German. • Analytics – Review AI performance and conversation stats. 🛒 Order Management (for Shopify) • Cart Preview – See what's in the customer's cart in real time. • Order History Access – View past orders for personalized help. • Direct Product Recommendations – Suggest products inside the chat. • Order Management – Cancel, update, or refund orders via chat. • Discount Offering – Share coupon codes live in conversation. 🎫 Ticketing System • Unified Ticket Creation – Convert emails/chats into support tickets. • Tagging and Prioritization – Organize and prioritize tasks. • Operator Tracking – Know who’s assigned to what. • Advanced Filtering – Quickly sort through tickets. • Spam Management – Auto-detect and filter irrelevant messages. 📡 Communication Channels Manage all in one dashboard: • Live Chat – Real-time website conversations. • Email – Integrate multiple inboxes. • Instagram – Reply to DMs and reactions. • Messenger – Chat with Facebook users. 🎨 Customization • Branding – Match chat widget to your site's look & feel. • Visibility Settings – Customize widget display by time/device. • Offline Messaging – Capture leads when you're offline. 📊 Analytics • Performance Monitoring – Track response times, satisfaction, missed chats. • Team Insights – Evaluate individual/team productivity. • Flow Analysis – Optimize automations based on performance data. 🔒 Privacy & Compliance • SOC 2 Type 2 • GDPR • CCPA • EU-US DPF • CPRA • AI Pact **Average Rating:** 4.6/5.0 **Total Reviews:** 1,835 **Seller Details:** - **Seller:** [Tidio](https://www.g2.com/sellers/tidio) - **Company Website:** https://www.tidio.com/ - **Year Founded:** 2013 - **HQ Location:** San Francisco, California - **Twitter:** @tidiocx (1,311 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3343461/ (167 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Owner, CEO - **Top Industries:** Retail, Marketing and Advertising - **Company Size:** 90% Small-Business, 8% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (225 reviews) - Helpful (184 reviews) - Chatbots (155 reviews) - Easy Setup (154 reviews) - Features (139 reviews) **Cons:** - Expensive (76 reviews) - Missing Features (59 reviews) - Limited Customization (57 reviews) - Cost (56 reviews) - Limited Features (55 reviews) ### 8. [ServiceNow AI Agents](https://www.g2.com/products/servicenow-ai-agents/reviews) ServiceNow AI Agents act autonomously to get work done across IT, CRM, Employee Experience, Risk & Security, and App Development. They proactively solve problems, drive exponential productivity, and handle everything from repetitive work to complex, multi-step processes. Built on a unified, open platform that combines AI, data, workflows, and security, ServiceNow AI Agents have real-time access to enterprise data from 450+ systems. Grounded in your business context, rules, and knowledge, they execute work across any system in your enterprise, all governed by your policies. Choose from out-of-the-box AI agents or build custom agents with AI Agent Studio using natural language. Set guardrails, automate workflows, and deploy AI with governance and security built in from day one. AI Agent Orchestrator coordinates teams of specialized agents to handle complex, multi-step workflows that single-agent solutions can't manage. For over 20 years, ServiceNow has powered work for the world's leading companies. 85% of the Fortune 500 trust ServiceNow, powering 80 billion workflows annually and over 100,000 AI use cases. Put AI to work for your people with ServiceNow. **Average Rating:** 4.3/5.0 **Total Reviews:** 99 **Seller Details:** - **Seller:** [ServiceNow](https://www.g2.com/sellers/servicenow) - **Company Website:** https://www.servicenow.com/ - **Year Founded:** 2004 - **HQ Location:** Santa Clara, CA - **Twitter:** @servicenow (54,113 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/29352/ (32,701 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 40% Enterprise, 29% Small-Business #### Pros & Cons **Pros:** - Efficiency (22 reviews) - Ease of Use (17 reviews) - Messaging Automation (14 reviews) - Easy Integrations (11 reviews) - Helpful (8 reviews) **Cons:** - Inaccuracy (11 reviews) - Poor Understanding (9 reviews) - Complex Configuration (8 reviews) - Limited AI (8 reviews) - Learning Curve (6 reviews) ### 9. [JustCall](https://www.g2.com/products/saas-labs-justcall/reviews) JustCall is the only AI-powered business communication platform that brings calls, texts, email, and WhatsApp together in one place. It helps customer-facing teams work more efficiently, respond faster, and connect better with prospects and customers. 6,000+ businesses worldwide use JustCall to: - Manage all customer conversations from a single platform - Automate routine tasks and workflows - Get real-time AI insights to improve conversations - Ensure 24/7 coverage with inbound AI Voice Agents (outbound support coming soon) Key features: - Calling: Global phone numbers, inbound/outbound calling, smart routing, auto/predictive/power dialers - Messaging: SMS & MMS, workflows, bots, shared WhatsApp inbox, multi-level IVR, shared email inbox - AI tools: Real-time agent assist, AI coaching, sentiment analysis, call scoring, live monitoring, SMS Copilot, inbound AI Voice Agent - Integrations & collaboration: 100+ CRM integrations, collaborative team workspace **Average Rating:** 4.3/5.0 **Total Reviews:** 2,347 **Seller Details:** - **Seller:** [Saas Labs](https://www.g2.com/sellers/saas-labs) - **Company Website:** https://www.saaslabs.co/ - **Year Founded:** 2016 - **HQ Location:** Palo Alto, California - **Twitter:** @saas_labs (306 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10436435/ (430 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** CEO, Account Executive - **Top Industries:** Computer Software, Financial Services - **Company Size:** 59% Small-Business, 31% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (853 reviews) - Features (528 reviews) - Helpful (453 reviews) - Call Management (415 reviews) - Calling Features (389 reviews) **Cons:** - Call Issues (466 reviews) - Call Functionality (324 reviews) - Connection Issues (271 reviews) - Poor Call Quality (234 reviews) - Slow Loading (223 reviews) ### 10. [Evly](https://www.g2.com/products/evly/reviews) Evly is an AI assistant designed to enhance your customer service, built by support veterans who understand what actually works. Unlike other AI, Evly actually gets your business, seamlessly integrating into your CRMs and workflows. Why Evly? Evly will let you handle 85% of routine requests in under 15 seconds and in more than 95 languages, anytime. Our AI delivers human-like responses across 6+ industries while your team focuses on complex issues. Key benefits highlighted - Lightning-fast 15-second response times for common queries - Complete automation of routine tasks (cancellations, transactions, changes) - 95+ language support for global customers - Seamless integration with existing tools and workflows - Deep analytics for continuous improvement - 24/7 omnichannel coverage Evly is that one AI that adapts to you and works for you, not the other way around. **Average Rating:** 4.9/5.0 **Total Reviews:** 29 **Seller Details:** - **Seller:** [EverHelp](https://www.g2.com/sellers/everhelp) - **Year Founded:** 2021 - **HQ Location:** Warsaw, PL - **LinkedIn® Page:** https://www.linkedin.com/company/everhelp (249 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Marketing and Advertising, Retail - **Company Size:** 93% Small-Business, 14% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (15 reviews) - Automation (14 reviews) - Customer Satisfaction (12 reviews) - Connectivity (6 reviews) - Tracking (6 reviews) **Cons:** - Dashboard Issues (3 reviews) - Difficult Setup (3 reviews) - Steep Learning Curve (2 reviews) - Understanding Issues (2 reviews) - Difficult Implementation (1 reviews) ### 11. [Talkdesk](https://www.g2.com/products/talkdesk/reviews) Talkdesk® is leading a new era in customer experience with Customer Experience Automation (CXA)—a new category and platform designed to automate the full complexity of modern customer journeys. CXA replaces fragmented, human-coordinated workflows with autonomous, multi-agent AI orchestration that delivers intelligent, scalable, and outcome-focused service across the entire CX lifecycle. Learn more at: https://www.talkdesk.com/use-cases/ At the core of CXA is the Talkdesk Data Cloud, which turns transcripts, call recordings, case notes, and customer records from across CRMs and systems of record into real-time, actionable knowledge. This enables AI agents to operate with full context, collaborating seamlessly to resolve complex customer problems with speed, precision, and adaptability. Talkdesk CXA supports both cross-industry workflows and industry-specialized use cases in sectors like healthcare, financial services, retail, utilities, travel, and government. With prebuilt AI agents, a virtuous automation cycle (Discover, Build, Orchestrate, Measure), and rapid time-to-value, Talkdesk helps enterprises modernize customer experience without the need for a full rip-and-replace. Trusted by global brands and recognized for continuous innovation, Talkdesk empowers organizations to grow revenue, reduce costs, and transform service delivery through coordinated, AI-driven automation. Companies that love their customers use Talkdesk. Talkdesk is a registered trademark of Talkdesk, Inc. All product and company names are trademarks™ or registered® trademarks of their respective holders. Use of them does not imply any affiliation with or endorsement by them. **Average Rating:** 4.4/5.0 **Total Reviews:** 2,420 **Seller Details:** - **Seller:** [Talkdesk](https://www.g2.com/sellers/talkdesk) - **Company Website:** https://www.talkdesk.com - **Year Founded:** 2011 - **HQ Location:** Palo Alto, CA - **Twitter:** @talkdesk (6,958 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2837787/ (1,369 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Supervisor, Team Lead - **Top Industries:** Consumer Services, Computer Software - **Company Size:** 60% Mid-Market, 20% Enterprise #### Pros & Cons **Pros:** - Ease of Use (188 reviews) - Efficiency (113 reviews) - Features (112 reviews) - Call Management (102 reviews) - Helpful (97 reviews) **Cons:** - Call Issues (66 reviews) - Technical Issues (42 reviews) - Missing Features (37 reviews) - Connection Issues (33 reviews) - Poor Connectivity (31 reviews) ### 12. [Featurebase](https://www.g2.com/products/featurebase/reviews) Featurebase is a modern customer support & product suite that combines AI-powered support, feedback collection, help docs, roadmaps, and changelogs into a single platform for startups. It's loved by thousands of fast-growing teams from companies like Lovable, Raycast, and n8n. 💫 Instead of having 5+ different tools, Featurebase offers everything in one place to help you build products your users love: - Support platform – Support your customers from anywhere with an omnichannel inbox and automate support with powerful AI agents. - Feedback collection & voting: Centralize feedback with in-app widgets, integrations, and a dedicated feedback forum. Let users vote on each other's feature ideas, see their total revenue, and focus on the most impactful features. Plus, all upvoters will automatically be notified when you ship their request. - Changelogs: Announce product changes and increase feature adoption with neat in-app popups, notification emails, and a standalone changelog page. - Help Center: Provide self-serve support with a beautiful knowledge base & bring help articles inside your product with a lightweight widget. - Surveys (NPS, CSAT, etc.): Create targeted in-app surveys to ask users anything and measure customer satisfaction. **Average Rating:** 4.7/5.0 **Total Reviews:** 49 **Seller Details:** - **Seller:** [Featurebase](https://www.g2.com/sellers/featurebase) - **Year Founded:** 2021 - **HQ Location:** Tallinn, EE - **Twitter:** @FeaturebaseHQ (2,208 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/featurebaseapp/ (6 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Founder - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 90% Small-Business, 8% Mid-Market #### Pros & Cons **Pros:** - Features (31 reviews) - Ease of Use (27 reviews) - Helpful (26 reviews) - Customer Support (21 reviews) - Feedback Management (19 reviews) **Cons:** - Missing Features (11 reviews) - Limited Features (9 reviews) - Limitations (8 reviews) - Limited Customization (7 reviews) - Limited Functionality (7 reviews) ### 13. [Gladly](https://www.g2.com/products/gladly/reviews) The world’s most customer-centric brands use Gladly’s CX platform to drive down costs, nurture relationships, and increase loyalty. Powered by proprietary Customer AI, Gladly is the only CX platform that puts the customer, not tickets, at the center of every conversation. Gladly is simple to use, maintains a continuous conversation across channels, and balances human connection with intelligent and empathetic automation. For B2C leaders who refuse to compromise, Gladly delivers radically efficient service and radically personal experiences. Customer experience isn’t broken—it’s just built on the wrong foundation. Gladly reimagines CX with AI that gets it right. Explore how it works at www.gladly.ai/get-started/. **Average Rating:** 4.7/5.0 **Total Reviews:** 1,081 **Seller Details:** - **Seller:** [Gladly](https://www.g2.com/sellers/gladly) - **Company Website:** https://www.gladly.ai - **Year Founded:** 2014 - **HQ Location:** San Francisco, California - **Twitter:** @gladly (4,078 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/7950938/ (232 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Customer Service Representative, Customer Experience Advisor - **Top Industries:** Retail, Consumer Services - **Company Size:** 60% Mid-Market, 22% Small-Business #### Pros & Cons **Pros:** - Ease of Use (191 reviews) - Helpful (135 reviews) - Features (128 reviews) - Efficiency (105 reviews) - Customer Support (78 reviews) **Cons:** - Missing Features (40 reviews) - Complexity (31 reviews) - Limited Features (31 reviews) - Learning Curve (30 reviews) - Limited Customization (30 reviews) ### 14. [Twixor](https://www.g2.com/products/twixor/reviews) Twixor is a cutting-edge customer experience (CX) platform that leverages Generative AI and Natural Language Processing (NLP) to create dynamic customer journeys across various messaging channels. Designed for businesses seeking to enhance their customer interactions, Twixor integrates Digital Assistants with Intelligent Process Automation, enabling personalized and goal-oriented engagements. This innovative platform transcends traditional scripted responses, offering empathetic and tailored recommendations that significantly improve customer satisfaction in marketing, business transactions, and support operations. Targeted at a diverse range of industries, Twixor is particularly beneficial for organizations looking to streamline their customer engagement processes. Its low-code/no-code approach makes it accessible for businesses of all sizes, from startups to Fortune 500 companies. With over 400 clients globally and managing more than one billion interactions each quarter, Twixor has established itself as a trusted solution in the market. The platform is recognized for its ability to enhance brand engagement, reduce operational costs, and improve conversation rates, making it a valuable asset for businesses aiming to optimize their customer experience. Key features of Twixor include a user-friendly drag-and-drop Journey Builder Studio, an AI and NLP-powered conversational engine, and the ability to deploy both Live and Virtual Agents. Additionally, the platform supports Smart Campaign Management and offers omnichannel capabilities in 120 languages, ensuring that businesses can connect with their customers in a way that suits their preferences. The AI-driven Analytical Dashboard provides valuable insights into customer interactions, allowing businesses to refine their strategies and improve overall engagement. Twixor's transformative benefits are evident in its proven success metrics, including a conversation rate increase of over 25%, a reduction in operating costs by 15-25%, and an impressive 80% boost in brand engagement. Recognized as the Best Customer Experience Platform in Retail and Ecommerce in India, Twixor has also gained traction as an emerging Conversational AI Vendor in the MEA region. Its partnerships with major banking platforms and CPaaS players further underscore its credibility and effectiveness in delivering white-labeled solutions. By empowering businesses to craft dynamic customer journeys, Twixor stands out in the competitive landscape of customer experience platforms. Its focus on personalized interactions and intelligent automation positions it as a leader in enhancing customer engagement, making it an essential tool for organizations looking to elevate their customer experience strategy. **Average Rating:** 4.8/5.0 **Total Reviews:** 78 **Seller Details:** - **Seller:** [Twixor](https://www.g2.com/sellers/twixor) - **Company Website:** https://twixor.ai/ - **Year Founded:** 2019 - **HQ Location:** Singapore, SG - **LinkedIn® Page:** https://www.linkedin.com/company/twixor/ (106 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Conference Producer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 47% Small-Business, 41% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (48 reviews) - Features (43 reviews) - Automation (36 reviews) - Efficiency (32 reviews) - Artificial Intelligence (31 reviews) **Cons:** - Learning Curve (27 reviews) - Steep Learning Curve (16 reviews) - Limited Customization (15 reviews) - Difficult Learning (14 reviews) - Complexity (11 reviews) ### 15. [Leaping AI](https://www.g2.com/products/leaping-ai/reviews) Leaping AI offers advanced voice AI agents designed to automate complex call center operations, delivering customer satisfaction on par with or exceeding that of human agents. These self-improving digital workers are trusted by enterprises and large retailers to handle high call volumes efficiently, reducing operational costs and enhancing service quality. Key Features and Functionality: - Human-Like Conversations: Utilizes state-of-the-art generative AI technology to provide natural, human-like interactions, ensuring a superior customer experience. - High Automation Rate: Capable of automating up to 70% of incoming calls without human intervention, streamlining customer service processes. - Multi-Channel Support: Manages voice, email, and chatbot communications through a unified system, maintaining consistency across all customer interactions. - Outbound Campaigns: Enables businesses to reach thousands of leads simultaneously with high conversion rates, optimizing sales efforts. - Continuous Optimization: The AI continuously learns from past conversations, leading to ongoing performance improvements and adaptability. - Rapid Response Time: Achieves a latency of under 2 seconds, allowing for quick reactions to customer requests and interruptions. Primary Value and Solutions Provided: Leaping AI addresses the challenges of managing large-scale call centers by offering a cost-effective solution that reduces operational expenses by up to 70%. Its voice AI agents handle a significant portion of customer interactions autonomously, ensuring consistent and efficient service. By integrating seamlessly with existing CRM and telephony systems, Leaping AI enhances lead qualification, appointment scheduling, and customer support, allowing businesses to scale operations without compromising quality. This results in improved customer satisfaction, increased conversion rates, and a substantial reduction in the time and resources required for call center management. **Average Rating:** 4.8/5.0 **Total Reviews:** 22 **Seller Details:** - **Seller:** [Leaping AI](https://www.g2.com/sellers/leaping-ai) - **HQ Location:** San Francisco, California, United States - **LinkedIn® Page:** https://www.linkedin.com/company/leaping-ai (7 employees on LinkedIn®) **Reviewer Demographics:** - **Company Size:** 65% Small-Business, 9% Enterprise ### 16. [Retell AI](https://www.g2.com/products/retell-ai/reviews) Retell AI is a powerful conversational AI platform designed to automate voice, SMS, and chat interactions with natural, humanlike performance. Built on top of your choice of large language models (LLMs), Retell allows teams to spin up real-time AI agents that handle calls, trigger messaging workflows, and integrate seamlessly into your existing systems—all without writing code. At its core, Retell delivers Voice Agent Automation that feels indistinguishable from speaking with a real person. Calls are handled by LLM-native agents that respond within 600 milliseconds, support multi-turn logic, and operate across 31+ languages with native-quality speech. You can build and manage your own agent flows using an intuitive drag-and-drop builder that supports IVR trees, dynamic transfers, real-time webhooks, and CRM integration. Whether you’re scheduling appointments, answering FAQs, or qualifying leads, these agents are fast, reliable, and production-ready. Beyond voice, Retell also enables SMS and chat automation. Agents can send contextual messages during or after phone calls, or operate as standalone text/chat bots. You can use Twilio numbers or bring your own for outbound campaigns, enabling flexible, multi-channel engagement. To ensure quality and insight, Retell offers built-in testing and QA tools. You can simulate conversations, A/B test call flows, and monitor live call data through detailed dashboards. Track CSAT, latency, sentiment, and conversation outcomes—all in one place. Voice agents can be deployed via Twilio, SIP, branded caller ID, or embedded using Retell’s web SDKs. Unlike legacy IVR or scripted systems, Retell is built from the ground up to be AI-native and fully customizable. Whether you’re in healthcare, logistics, fintech, or customer support, Retell’s platform lets you scale personalized conversations across channels—boosting customer satisfaction and reducing operational costs. **Average Rating:** 4.8/5.0 **Total Reviews:** 1,908 **Seller Details:** - **Seller:** [Retell AI](https://www.g2.com/sellers/retell-ai) - **Company Website:** https://www.retellai.com - **Year Founded:** 2023 - **HQ Location:** Palo Alto, US - **Twitter:** @retellai (3,032 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/retellai/ (88 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** CEO, Owner - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 3% Small-Business, 0% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (495 reviews) - Helpful (144 reviews) - User Interface (142 reviews) - Integrations (119 reviews) - Simple (112 reviews) **Cons:** - Missing Features (116 reviews) - Expensive (87 reviews) - Learning Curve (80 reviews) - Limited Features (66 reviews) - Poor Understanding (64 reviews) ### 17. [Gleap](https://www.g2.com/products/gleap-gleap/reviews) Gleap is a customer support and product feedback software platform specifically designed for SaaS companies and digital product teams to streamline user communication, issue reporting, and product insights within a single, cohesive system. Originating in Europe, Gleap caters to product-led organizations seeking to centralize customer interactions and technical feedback across both web and mobile applications. The platform is particularly beneficial for cross-functional teams, including those in support, product management, engineering, and growth, and is commonly utilized by small to mid-sized software companies as well as scaling startups. The functionality of Gleap is multifaceted, combining a shared inbox with AI-assisted customer support alongside in-app feedback and bug reporting capabilities. Users can easily submit support requests, feature feedback, or bug reports directly from within the application, while Gleap automatically captures essential technical context, such as device data, environment details, and error logs. This ensures that support teams have all the necessary information at their fingertips to address user concerns effectively. Additionally, the platform features Kai, an AI support agent that aids in answering questions, summarizing conversations, and facilitating automated workflows, enhancing the overall user experience. Gleap's primary value lies in its ability to reduce friction between customer support and product development by transforming user communication into structured, actionable product insights. By consolidating support tickets, bug reports, and feedback into one system, Gleap enables teams to respond to users more efficiently, thereby improving issue resolution speed and fostering better internal collaboration. The platform is widely used for various purposes, including in-app customer support, bug triage, feature validation, customer feedback collection, and product-led growth workflows. Furthermore, Gleap seamlessly integrates with third-party tools commonly employed by product and engineering teams, enhancing its utility. Key features of Gleap include a shared inbox for managing customer support and user conversations, in-app bug reporting with automatic technical context capture, and tools for collecting customer feedback and feature requests. The AI-assisted support agent and response tools further streamline the support process, while no-code workflows and automation empower support and product teams to efficiently route, tag, enrich, and act on incoming conversations and feedback without the need for custom development. This comprehensive approach not only enhances operational efficiency but also ensures that teams can focus on delivering a superior product experience. **Average Rating:** 4.6/5.0 **Total Reviews:** 43 **Seller Details:** - **Seller:** [Gleap](https://www.g2.com/sellers/gleap) - **Company Website:** https://gleap.io/ - **Year Founded:** 2020 - **HQ Location:** Schwarzach, AT - **LinkedIn® Page:** https://www.linkedin.com/company/gleap (8 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Computer Software - **Company Size:** 65% Small-Business, 9% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (13 reviews) - Features (9 reviews) - Automation (8 reviews) - Helpful (8 reviews) - Simple (8 reviews) **Cons:** - Learning Curve (5 reviews) - Limited Features (4 reviews) - Filtering Issues (3 reviews) - Intuitiveness (3 reviews) - Missing Features (3 reviews) ### 18. [Haptik](https://www.g2.com/products/haptik/reviews) Haptik helps brands acquire, convert, engage and delight users with AI-driven, personalized, conversational experiences across 20 channels and 100+ languages. With the vision of creating the most compelling conversational commerce platform of the 21st century, Haptik’s Conversational Commerce platform enables brands to design delightful experiences that improve conversion rates across every stage of their customer’s journey. Haptik’s leading clients and partners include KFC, Whirlpool, Starhub, HP, Reliance Jio, CEAT, Disney Hotstar, OLA, and Zurich Insurance among others. The company has been featured as a Category Leader across many platforms including Gartner, G2, Opus Research & more. **Average Rating:** 4.5/5.0 **Total Reviews:** 162 **Seller Details:** - **Seller:** [Haptik](https://www.g2.com/sellers/haptik) - **Year Founded:** 2013 - **HQ Location:** New York, US - **Twitter:** @haptik (5,975 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/haptik-inc/ (305 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Product Manager - **Top Industries:** Insurance, Financial Services - **Company Size:** 50% Mid-Market, 29% Enterprise #### Pros & Cons **Pros:** - Ease of Use (27 reviews) - Helpful (27 reviews) - Features (26 reviews) - Customer Support (22 reviews) - Efficiency (13 reviews) **Cons:** - Missing Features (10 reviews) - AI Limitations (7 reviews) - Limited Features (7 reviews) - Complexity (6 reviews) - Delays (6 reviews) ### 19. [Laivly](https://www.g2.com/products/laivly/reviews) Laivly’s platform combines the best, most effective large AI models and enables you to teach Sidd to put your brand’s policies, procedures, and other operational information into action on the contact center floor. Guide agents through workflows. Enable new levels of self-service and operational support. Boost productivity and strengthen customer satisfaction. And do it all safely, quickly, and with total control. **Average Rating:** 4.7/5.0 **Total Reviews:** 28 **Seller Details:** - **Seller:** [Laivly](https://www.g2.com/sellers/laivly) - **Company Website:** https://laivly.com - **Year Founded:** 2021 - **HQ Location:** Winnipeg, CA - **LinkedIn® Page:** https://www.linkedin.com/company/laivly/ (142 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Retail, Consumer Services - **Company Size:** 36% Small-Business, 29% Mid-Market #### Pros & Cons **Pros:** - Helpful (5 reviews) - Customer Support (4 reviews) - Ease of Use (4 reviews) - Efficiency (3 reviews) - Setup Ease (3 reviews) **Cons:** - Inaccuracy (3 reviews) - Learning Curve (2 reviews) - Poor Understanding (2 reviews) - Software Bugs (2 reviews) - Feature Issues (1 reviews) ### 20. [Conduit AI](https://www.g2.com/products/conduit-conduit-ai/reviews) Conduit's AI agents handle customer conversations across SMS, WhatsApp, email, voice, social, and more — answering questions, processing requests, and following up, all without adding headcount. Where most automation stops at sending messages, Conduit's agents hold real two-way conversations. They book reservations, process refunds, qualify leads, and escalate to a human when the situation calls for it. Every interaction is logged and cross-channel context is maintained, so nothing falls through when a customer switches channels. Teams in hospitality, financial services, and property management use Conduit to handle high-volume customer communication at scale — reducing response times, cutting manual workload, and delivering consistent service across every channel. Setup starts with your existing knowledge base and the system improves continuously as it handles more conversations. **Average Rating:** 4.5/5.0 **Total Reviews:** 10 **Seller Details:** - **Seller:** [Conduit](https://www.g2.com/sellers/conduit-990433b3-4ce9-403c-8479-66274ec2643b) - **HQ Location:** San Francisco , CA - **LinkedIn® Page:** https://www.linkedin.com/company/useconduitai/ (18 employees on LinkedIn®) **Reviewer Demographics:** - **Company Size:** 100% Small-Business ## Parent Category [ AI Agents](https://www.g2.com/categories/ai-agents) ## Related Categories - [Customer Self-Service Software](https://www.g2.com/categories/customer-self-service) - [Live Chat Software](https://www.g2.com/categories/live-chat) - [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations) --- ## Buyer Guide ### What You Should Know About AI Customer Support Agents Software ### AI Customer Support Agents software buying insights at a glance [AI Customer Support Agents software](https://www.g2.com/categories/ai-customer-support-agents) helps organizations automate and scale customer service operations by deploying intelligent agents that can answer questions, retrieve information, and resolve support requests across digital channels. These tools allow teams to deploy AI customer support agents that interact with [knowledge bases](https://www.g2.com/categories/knowledge-base-software) **,** [CRM systems](https://www.g2.com/categories/CRM), ticketing platforms, and support tools to complete tasks such as responding to inquiries, routing conversations, resolving common issues, and escalating complex cases to human agents. As businesses increasingly operationalize generative AI within customer service workflows, AI support agent platforms are becoming essential infrastructure for teams looking to move automation beyond basic chatbots into real support operations. Organizations often adopt AI customer service agents to reduce repetitive ticket volume, streamline support workflows, and deliver faster responses to customers. Across G2 user reviews, buyers frequently highlight benefits such as improved response times, easier access to internal knowledge, and the ability to automate high-volume support interactions without heavy engineering investment. The best AI customer support agents combine flexible automation logic, strong integrations, and reliable responses that support real customer service workflows. Pricing for AI customer support software varies depending on automation complexity, usage volume, integrations, and governance features. Many vendors offer tiered subscriptions combined with usage-based pricing tied to conversations or automated resolutions. Buyers evaluating the best AI customer support agents often consider implementation support, model usage costs, analytics capabilities, and long-term administration effort when estimating total cost of ownership. **Top 5 FAQs from software buyers:** - What features should I look for in the best AI customer support agents for reducing repetitive tickets? - How do AI customer support agents automate responses to common customer inquiries? - How do AI customer service agents handle escalation when they are uncertain about an answer? - What types of customer support workflows can AI support agents automate? - How do AI customer support agents improve response times and support team productivity? G2’s top-rated AI Customer Support Agents software includes [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) **,** [Fin by Intercom](https://www.g2.com/products/fin-by-intercom/reviews) **,** [Jotform AI Agents](https://www.g2.com/products/jotform-ai-agents/reviews) and [Zendesk for Customer Service](https://www.g2.com/products/zendesk-for-customer-service/reviews). ### What are the top-reviewed AI Customer Support Agents on G2? [**Salesforce Agentforce**](https://www.g2.com/products/salesforce-agentforce/reviews) - Number of Reviews: 197 - Satisfaction: 89 - Market Score: 99 - G2 Score: 94 [**Fin by Intercom**](https://www.g2.com/products/fin-by-intercom/reviews) - Number of Reviews: 381 - Satisfaction: 99 - Market Score: 76 - G2 Score: 88 [**Zendesk for Customer Service**](https://www.g2.com/products/zendesk-for-customer-service/reviews) - Number of Reviews: 124 - Satisfaction: 74 - Market Score: 89 - G2 Score: 81 [**Jotform AI Agents**](https://www.g2.com/products/jotform-ai-agents/reviews) - Number of Reviews: 219 - Satisfaction: 96 - Market Score: 62 - G2 Score: 79 [**Genesys Cloud CX**](https://www.g2.com/products/genesys-cloud-cx/reviews) - Number of Reviews: 63 - Satisfaction: 53 - Market Score: 77 - G2 Score: 65 Satisfaction reflects user-reported ratings across factors such as ease of use, feature fit, and support quality. ([Source 2](https://www.g2.com/reports)) Market Presence scores are calculated based on review volume, third-party signals, and overall market visibility. ([Source 2](https://www.g2.com/reports)) G2 Score is a weighted composite of Satisfaction and Market Presence. ([Source 2](https://www.g2.com/reports)) Learn how G2 scores products. ([Source 1](https://documentation.g2.com/docs/research-scoring-methodologies?_gl=1*5vlk6s*_gcl_au*MTAwMzU5MzUxLjE3NjM0MTg0NzYuNjY0NTIxMTY0LjE3NjQ2MTc0NzcuMTc2NDYxNzQ3Nw..*_ga*NzY1MDU0NjE3LjE3NjM0NzQ3ODM.*_ga_MFZ5NDXZ5F*czE3NjYwODk1MTMkbzY3JGcxJHQxNzY2MDkyMjQyJGo1NyRsMCRoMA..)) ### What I Often See in AI Customer Support Agents #### Feedback Pros: What Users Consistently Appreciate - **Efficient data collection and customer engagement** - “_I have been using Jotform AI Agents for a month and a half, and I see that this AI makes things a little better by providing better knowledge to the end user and collecting data from them. It's pretty helpful for my logistics company as I use it on my website as a chat assistant. It collects data from customers worldwide and either stores it on the AI website or sends it to my registered email ID, which helps us directly contact customers and improve our sales and marketing processes. I appreciate how smoothly it integrates into our workflow, and it helps increase our work efficiency while minimizing expenses since it's more cost-effective than hiring employees. The chat and form submission processes are features I've never seen in another chat AI, and they are among the most likable aspects for me. I also like that it helps connect to customers worldwide and keeps our international business relations smooth with polite and official communication, making better relationships with our customers.”_ - [Siddhaswar P.](https://www.g2.com/products/jotform-ai-agents/reviews/jotform-ai-agents-review-12428233), Jotform AI Agents review - **Effortless automation and exceptional usability** _“I use Salesforce Agentforce to automate tasks like booking tables, conference rooms, or providing customer support. I find the actions available in the agent very simple to operate. It's also more reliable and way easier to use, with tasks becoming very simple and requiring fewer steps to get the response I need. The initial setup of Salesforce Agentforce was straightforward; naming the agent and providing the instructions and actions made it ready to use. I also like that it integrates with payment platforms to automate payments for bookings. I recently switched to Salesforce Agentforce from Zoho because of these benefits, and I would easily rate it 10 out of 10.” -_ [_Amishaaa G_](https://www.g2.com/products/salesforce-agentforce/reviews/salesforce-agentforce-review-12392874)_., Salesforce Agentforce review_ - **Instant, accurate answers that save our support team time** - “_What I like best about Fin by Intercom is that it helps in answering customer queries instantly without much manual effort. It understands the customer question quite well and provides accurate responses based on the help articles. This saves a lot of time for the support team because many common questions get resolved automatically. The setup is also quite simple, and it works smoothly with the Intercom platform, which we already use for customer support._” - [Sunny Y.](https://www.g2.com/products/fin-by-intercom/reviews/fin-by-intercom-review-12451021), Fin by Intercom review #### Cons: Where Many Platforms Fall Short - **Higher entry cost and ramp-up time for new users** - **“** _It’s not really a dislike, but the high initial cost and the learning curve for a new team could be a deterrent to adoption.” -_ [Vanshul C.](https://www.g2.com/products/zendesk-for-customer-service/reviews/zendesk-for-customer-service-review-12325184), Zendesk for Customer Service review - **Overwhelming UI and multi-step navigation for reporting insights** - “_Something that I dislike about this is that the UI can feel a bit overwhelming at first. Too many options and settings for someone new, and not everything is intuitive. Also, some reporting and historical data views could be more straightforward; you sometimes need extra clicks to get simple insights. Rest everything works perfectly fine.” -_ [Furkan K.](https://www.g2.com/products/genesys-cloud-cx/reviews/genesys-cloud-cx-review-12217003)_,_ Genesys Cloud CX - **A complex interface and setup can slow early adoption** - _“Some features are hard to understand at first and need time to learn. The setup can be confusing without clear guidance. Also, it sometimes feels too complex for simple tasks that should be quicker to do. This can slow down the work at the beginning.”_ - [Paulina P.](https://www.g2.com/products/salesforce-agentforce/reviews/salesforce-agentforce-review-12221969), Salesforce Agentforce review ### My Expert Takeaway on AI Customer Support Agents AI customer support agents deliver the most value when organizations treat them as workflow automation layers rather than simple conversational tools. The strongest deployments combine AI reasoning with structured support workflows, enabling teams to route inquiries, retrieve knowledge, resolve repetitive requests, and efficiently escalate complex issues. In practice, leading AI support agent platforms act as orchestration layers across [help desks](https://www.g2.com/categories/help-desk) **,** [knowledge bases](https://www.g2.com/categories/knowledge-base-software) **,** and [CRM systems](https://www.g2.com/categories/CRM) to manage large volumes of customer interactions while maintaining consistent service quality. Review sentiment across this dataset reflects strong adoption. The category averages a 4.58-star rating and a 9.15/10 likelihood to recommend, alongside strong usability signals, including Ease of Use (6.44/7), Ease of Setup (6.30/7), and Quality of Support (6.34/7). These results suggest that AI customer support software has matured beyond early experimentation and is delivering measurable value once deployed in real support workflows. Challenges typically appear when teams expand from pilot use cases to broader automation. High-performing teams approach AI customer service agents with clear workflow design, well-maintained knowledge sources, and governance rules that keep automated responses accurate as usage grows. The best AI customer support agents balance automation flexibility with operational reliability, allowing teams to iterate quickly while maintaining control over integrations, escalation logic, and response quality. ### AI Customer Support Agents FAQs #### **What are the best AI customer support agents for reducing support ticket volumes?** For ticket deflection, [Fin by Intercom](https://www.g2.com/products/fin-by-intercom/reviews) for automating customer inquiries and reducing human workload, while [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) leads the category overall and [Jotform AI Agents](https://www.g2.com/products/jotform-ai-agents/reviews) emphasizes 24/7 automated question handling and service-request management. #### **Which AI customer support platforms provide reliable 24/7 automated customer inquiry handling?** Several AI customer support platforms help businesses deliver reliable 24/7 automated inquiry handling by combining [AI chatbots](https://www.g2.com/categories/ai-chatbots), knowledge base search, and ticket automation. AI customer support solutions like [Jotform AI Agents](https://www.g2.com/products/jotform-ai-agents/reviews) enable round-the-clock responses with built-in request management and form automation, making them useful for teams that want structured intake and support workflows. [Fin by Intercom](https://www.g2.com/products/fin-by-intercom/reviews) is widely used for automatically resolving routine questions by pulling answers from company [knowledge bases](https://www.g2.com/categories/knowledge-base-software) and previous support content. Meanwhile, [Zendesk for Customer Service](https://www.g2.com/products/zendesk-for-customer-service/reviews) provides AI-powered bots and automation that help enterprises manage high ticket volumes while maintaining continuous support coverage across chat, messaging, and help centers. #### **Which AI customer support agents offer the best self-service and multi-channel support capabilities?** Several AI customer support platforms help teams deliver self-service and multi-channel support. [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) enables AI-driven service automation within the Salesforce ecosystem. Gladly unifies conversations across channels like email, chat, and messaging in a single customer timeline. [Genesys Cloud CX](https://www.g2.com/products/genesys-cloud-cx/reviews) supports enterprise-grade omnichannel engagement across voice, chat, and social channels, while [Birdeye](https://www.g2.com/products/birdeye/reviews) helps multi-location businesses manage and automate customer interactions across multiple platforms. #### **What are the top AI agents for customer support?** Top options on G2 currently include [Fin by Intercom](https://www.g2.com/products/fin-by-intercom/reviews) **,** [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) **,** [Jotform AI Agents](https://www.g2.com/products/jotform-ai-agents/reviews) **,** [Genesys Cloud CX](https://www.g2.com/products/genesys-cloud-cx/reviews) **,** and [Freshdesk](https://www.g2.com/products/freshdesk/reviews). The right choice depends on your support complexity, channels, knowledge base maturity, and whether you prioritize quick setup, workflow depth, or enterprise governance. #### **What are the top AI-powered helpdesk tools for automating common customer queries and improving response times?** Here are some top AI-powered helpdesk tools that help automate common customer queries and improve response times: - [**Fin by Intercom**](https://www.g2.com/products/fin-by-intercom/reviews) - Uses AI to automatically resolve routine and complex customer questions by pulling accurate answers from a company’s knowledge base. - [**Talkdesk**](https://www.g2.com/products/talkdesk/reviews) - Provides AI-driven customer experience automation that helps support teams handle inquiries faster across voice and digital channels. - [**Salesforce Agentforce**](https://www.g2.com/products/salesforce-agentforce/reviews) - Enables scalable AI-powered support workflows that automate customer interactions and accelerate response and resolution times. ### Most Popular FAQs #### Which AI customer support agent has the best reviews? The highest-reviewed AI customer support agents on G2, measured by review volume, star rating, and likelihood to recommend, include a mix of purpose-built AI tools and established platforms.  - [Retell AI](https://www.g2.com/products/retell-ai/reviews) **:** A voice-first AI agent platform built for high-volume inbound and outbound call automation, favored by teams that need reliable, low-latency conversational AI with minimal setup overhead. - [Zendesk for Customer Service](https://www.g2.com/products/zendesk/reviews) **:** A widely adopted support platform with mature AI agent capabilities, praised for its breadth of integrations and consistency across high-traffic support environments. - [Genesys Cloud CX](https://www.g2.com/products/genesys-cloud-cx/reviews) **:** An enterprise-grade cloud contact center platform with embedded AI routing and agent assistance, highly rated for omnichannel support and quality management. - [Fin by Intercom](https://www.g2.com/products/fin-by-intercom/reviews) **:** An AI-native support agent that resolves customer queries end-to-end using a company's existing knowledge base, built for SaaS and tech teams prioritizing deflection rates. #### What AI agents offer customer support automation? AI agents designed for customer support automation handle repetitive, high-volume tasks such as ticket routing, FAQ resolution, and follow-up messaging without human involvement. These are among the most reviewed platforms on G2 for autonomous support automation. - [Jotform AI Agents](https://www.g2.com/products/jotform-ai-agents/reviews) **:** A no-code AI agent builder that automates intake, FAQ responses, and data collection workflows, widely used by teams looking to reduce manual support touchpoints without engineering resources. - [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) **:** An enterprise AI agent platform embedded within the Salesforce ecosystem, enabling automation of complex, multi-step support workflows that draw directly on CRM data and customer history. - [Tidio](https://www.g2.com/products/tidio/reviews) **:** A live chat and AI agent platform that automates responses across chat and email channels, with reviewers citing its automation builder as accessible for non-technical support teams. #### Which AI customer support platform has the best self-service options? Self-service capability, measured by how effectively an AI agent resolves queries without escalation, is one of the most scrutinized metrics in G2 reviews for this category. These platforms consistently receive the strongest marks for enabling customers to find answers independently. - [Freshdesk](https://www.g2.com/products/freshdesk/reviews) **:** Features Freddy AI, an embedded assistant that surfaces relevant knowledge base articles and automates responses to common queries, with SMB and mid-market reviewers noting strong out-of-the-box self-service performance. - [Zoho Desk](https://www.g2.com/products/zoho-desk/reviews) **:** Includes an AI-assisted self-service portal with contextual article suggestions and bot-driven deflection, valued by teams in the Zoho ecosystem for its tight integration and low admin overhead. - [Level AI](https://www.g2.com/products/level-ai/reviews) **:** An AI-powered contact center intelligence tool that surfaces relevant knowledge in real time, helping agents and self-service flows resolve issues faster with fewer escalations. #### Which AI customer support tool integrates with live chat systems? Live chat integration is among the most frequently cited requirements in G2 reviews for AI customer support agents. Buyers consistently prioritize tools that layer AI capabilities onto existing chat infrastructure rather than replacing it. - [Fin by Intercom](https://www.g2.com/products/fin-by-intercom/reviews) **:** Operates natively within Intercom's live chat messenger, enabling AI and human agents to share a unified conversation thread, a feature tech teams frequently cite for its smooth escalation and context passing. - [Gladly](https://www.g2.com/products/gladly/reviews) **:** A customer service platform that unifies live chat, email, voice, and AI within a single customer timeline, praised by retail and DTC reviewers for eliminating context loss during agent handoffs. - [JustCall](https://www.g2.com/products/justcall/reviews) **:** A cloud communications platform with AI assist features that integrates with major live chat and CRM tools, used by sales and support teams to keep AI-generated context in sync across channels. #### How much does an AI call center agent cost? Pricing depends on deployment model and call volume. Usage-based tools charge per conversation minute or per resolved interaction, while platform licenses are typically seat-based or tiered by active users. Key cost drivers include concurrent call capacity, integration complexity with existing telephony or CRM systems, and whether the vendor charges separately for AI model usage. One-time setup fees are frequently flagged by enterprise reviewers as an overlooked line item. When comparing vendors, G2 reviewers most commonly frame ROI around deflection savings versus live agent costs rather than platform price alone. ### Small Business FAQs   #### What is the most affordable AI customer support agent for SMBs? Small business buyers on G2 frequently flag pricing flexibility and low upfront cost as primary decision criteria. See the full set of options on the[AI Customer Support Agents SMB page](https://www.g2.com/categories/ai-customer-support-agents/small-business). These tools stand out for accessible pricing without sacrificing core functionality. - [Tidio](https://www.g2.com/products/tidio/reviews) **:** A live chat and AI agent platform popular among e-commerce and service SMBs for its accessible entry pricing and quick setup without technical resources. - [Zoho Desk](https://www.g2.com/products/zoho-desk/reviews) **:** A helpdesk platform with AI assist features that integrates tightly with Zoho's broader suite, valued by SMBs already in the Zoho ecosystem for cost consolidation. - [Jotform AI Agents](https://www.g2.com/products/jotform-ai-agents/reviews) **:** An AI agent builder that small teams use to automate intake, FAQs, and data collection without writing code, at a price point designed for non-enterprise budgets. #### What is the best AI customer support agent for startups? Startups on G2 prioritize fast time-to-value, minimal IT dependency, and tools that scale without renegotiating contracts. These are among the most-reviewed options for companies with fewer than 50 employees. - [Fin by Intercom](https://www.g2.com/products/fin-by-intercom/reviews) **:** A top choice for early-stage SaaS companies looking to automate support without a dedicated team, with reviewers citing rapid deployment and high resolution rates out of the box. - [Retell AI](https://www.g2.com/products/retell-ai/reviews) **:** Favored by startups that need to automate phone-based customer touchpoints quickly, with reviewers noting its low-code setup and strong API access for product teams. - [Freshdesk](https://www.g2.com/products/freshdesk/reviews) **:** A practical first helpdesk for growing teams, with AI automation features that activate quickly and don't require a dedicated admin to maintain. #### Which AI customer support agent is the most user-friendly for startups? Ease-of-use and ease-of-setup scores from G2 reviewers at small companies consistently point to tools that non-technical founders and support leads can configure and launch without dedicated IT support. - [Tidio](https://www.g2.com/products/tidio/reviews) **:** A drag-and-drop interface for building AI support flows that SMB reviewers repeatedly call one of the easiest tools in the category to get live and produce results. - [Jotform AI Agents](https://www.g2.com/products/jotform-ai-agents/reviews) **:** Startup teams with no development resources use Jotform's no-code agent builder to launch conversational support and data collection flows in hours, not weeks. - [Zoho Desk](https://www.g2.com/products/zoho-desk/reviews) **:** Consistently rated accessible by non-technical SMB reviewers, with a guided setup experience and pre-built automation templates that reduce time to first resolution. #### Can a small business set up an AI customer support agent without an IT team? Yes. Several tools in this category are specifically designed for no-code or low-code deployment, and G2 reviewers at companies with fewer than 50 employees frequently confirm going live in days without engineering involvement. The keys to success are selecting a tool with pre-built integrations for your existing channels (email, chat, or voice) and a knowledge base your AI agent can be trained on. Reviewers most often flag onboarding support quality, not technical complexity, as the variable that determines time-to-value for resource-constrained teams. #### What are the best AI customer support agents for e-commerce small businesses? E-commerce is one of the most active buyer segments in this category on G2, with small retail and DTC brands specifically seeking AI agents that handle order status, returns, and product queries at scale during peak periods. - [Tidio](https://www.g2.com/products/tidio/reviews) **:** Widely used by small e-commerce stores for automated responses to order inquiries and abandoned cart recovery, with native integrations into Shopify and WooCommerce. - [Gladly](https://www.g2.com/products/gladly/reviews) **:** A customer service platform built for high-interaction retail environments, praised by DTC brands for surfacing full purchase history and enabling personalized AI-assisted responses. - [Birdeye](https://www.g2.com/products/birdeye/reviews) **:** An AI-powered customer experience platform that SMB retailers use for review management, messaging, and automated follow-up across multiple locations. ### Enterprise FAQs #### What is the best-rated AI customer support agent for tech enterprises? Technology companies, including SaaS, IT services, and computer software firms, are the most represented enterprise segment in G2 reviews for this category. See the full enterprise comparison on the[AI Customer Support Agents enterprise page](https://www.g2.com/categories/ai-customer-support-agents/enterprise). - [Fin by Intercom](https://www.g2.com/products/fin-by-intercom/reviews) **:** The most-reviewed AI customer support agent among enterprise tech companies on G2, valued for its ability to resolve complex technical queries using internal documentation and support content. - [Zendesk for Customer Service](https://www.g2.com/products/zendesk/reviews) **:** A top-rated enterprise support platform with deep AI automation capabilities, recognized by tech enterprises for its robust admin controls and high-volume ticket management. - [Retell AI](https://www.g2.com/products/retell-ai/reviews) **:** Highly rated by tech enterprise reviewers who need programmable, scalable voice AI, with teams using it to automate phone support at high call volumes with custom logic layers. #### What is the most reliable AI customer support tool for enterprises? Enterprise reviewers on G2 define reliability through a combination of uptime, consistent AI accuracy, and quality of vendor support. These platforms score highest across those combined dimensions within large organizations. - [Genesys Cloud CX](https://www.g2.com/products/genesys-cloud-cx/reviews) **:** An enterprise contact center platform with AI-embedded routing and agent assistance, consistently praised by large-scale operations teams for stability and enterprise SLA performance. - [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) **:** Salesforce's enterprise AI agent layer, rated highly for reliability by enterprise buyers already invested in the Salesforce ecosystem who need AI support agents with deep CRM context. - [Talkdesk](https://www.g2.com/products/talkdesk/reviews) **:** A cloud contact center platform with AI-native architecture and a strong enterprise uptime track record, favored by operations teams that need predictable performance at scale. #### What is the best-reviewed AI customer support agent for enterprise app integration? Integration depth is one of the most-cited evaluation criteria for enterprise buyers in G2 reviews. The ability to connect AI agents with CRM, ticketing, telephony, and data platforms determines whether a tool fits into an existing stack or creates new silos. - [Salesforce Agentforce](https://www.g2.com/products/salesforce-agentforce/reviews) **:** Natively integrated with the Salesforce platform and its ecosystem of third-party connectors, favored by enterprises that want their AI agents to act on CRM data in real time. - [Genesys Cloud CX](https://www.g2.com/products/genesys-cloud-cx/reviews) **:** Offers extensive pre-built integrations with enterprise CRM, workforce management, and telephony systems, with enterprise reviewers highlighting its integration reliability as a key differentiator. - [ServiceNow AI Agents](https://www.g2.com/products/servicenow-ai-agents/reviews) **:** An AI agent offering from ServiceNow that operates within its broader ITSM ecosystem, suited for enterprises that run support and service operations on the ServiceNow platform. #### Which AI customer support agents support multi-channel enterprise deployments? Multi-channel consistency, handling customer interactions across chat, email, voice, and social from a single AI layer, is a defining requirement for enterprise buyers. G2 reviewers at large organizations frequently cite fragmented channel coverage as a top frustration with legacy tools. - [Genesys Cloud CX](https://www.g2.com/products/genesys-cloud-cx/reviews) **:** Built for omnichannel enterprise contact centers, enabling AI-powered interactions across voice, digital, and messaging channels from a unified platform. - [Zendesk for Customer Service](https://www.g2.com/products/zendesk/reviews) **:** Supports AI-assisted interactions across email, chat, voice, and social channels, with centralized reporting; enterprise reviewers value its channel breadth and admin visibility. - [Talkdesk](https://www.g2.com/products/talkdesk/reviews) **:** An AI-native cloud contact center platform with multi-channel support and enterprise-grade security features, widely used by large customer service operations teams. #### What do enterprise buyers most commonly dislike about AI customer support agents? Enterprise reviewers on G2 are candid about friction points. The most commonly cited dislikes include complex initial configuration for non-standard workflows, difficulty training the AI on proprietary or rapidly changing knowledge bases, limitations in handling nuanced escalations without human intervention, and the learning curve associated with admin and reporting interfaces. Buyers at larger organizations also frequently mention challenges with multi-region deployment, language support gaps, and integration setup time when connecting AI agents to legacy CRM or telephony infrastructure. Evaluating vendors against these specific criteria during a trial period is strongly recommended before enterprise procurement. ### Sources 1. [G2 Scoring Methodologies](https://documentation.g2.com/docs/research-scoring-methodologies?_gl=1*5ky9es*_gcl_au*MTY2NDg2MDY3Ny4xNzU1MDQxMDU4*_ga*MTMwMTMzNzE1MS4xNzQ5MjMyMzg1*_ga_MFZ5NDXZ5F*czE3NTUwOTkzMjgkbzQkZzEkdDE3NTUwOTk3NzYkajU3JGwwJGgw) 2. [G2 Winter 2026 Reports](https://company.g2.com/news/g2-winter-2026-reports) Researched By: [Bijou Barry](https://research.g2.com/insights/author/bijou-barry) Last updated on April 23, 2026