AI Agent Index

Best AI Agents With Zendesk Integration (2026)

Zendesk is the support platform for teams running high-volume customer service. The agents below connect to your Zendesk ticket queue to resolve issues, draft responses, classify and route tickets, and escalate complex cases - reducing resolution time and agent workload without replacing the Zendesk workflow your team already knows.

85 agents reviewed·editorially scored

Zendesk is the most widely deployed customer support platform for B2B and B2C organisations running high-volume service operations. AI agents that integrate natively with Zendesk do not simply assist human agents - the best tools in this category resolve tickets autonomously, without any human touchpoint, for the classes of issue they are trained and authorised to handle. That autonomous resolution rate is the single most important metric to evaluate.

The most capable Zendesk AI agents read incoming ticket context and full customer history, draft personalised responses using your approved tone and knowledge base, classify tickets by issue type and priority, route them to the correct team or individual agent, escalate to a human when confidence is low or issue complexity exceeds defined thresholds, and update ticket status and tags automatically based on resolution outcome. The result is a support operation that handles more volume at lower cost without degrading customer experience for the cases that require human judgment.

When evaluating AI agents with Zendesk integration, the key questions are: Does the agent use the Zendesk API to read full ticket context including customer history, or does it only see the current message? Does it update ticket fields, add internal notes, and change ticket status autonomously, or does it require human review for every action? What is its published autonomous resolution rate for ticket types similar to yours - this number varies enormously between products and should be tested in your environment, not taken from marketing materials? And does it support Zendesk's sandbox environment for safe testing before production deployment?

The agents listed below cover autonomous resolution, response drafting, routing, and escalation for Zendesk-based support operations. All have been reviewed for pricing, autonomy rate data where published, and Zendesk plan compatibility.

AI Customer Support Agents

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Kommunicate logo
KommunicateIndependently ReviewedFeatured
by Kommunicate
★4.7

No-code AI customer service agents for web, mobile apps, WhatsApp, Telegram, Instagram, email and voice. Starter $40/mo or $34/mo billed annually (USD). 30-day free trial.

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Tidio logo
TidioIndependently ReviewedFeatured
by Tidio
★4.6

Live chat, help desk and Lyro AI Agent for small businesses and ecommerce. Free plan, 50 one-time Lyro chats. Starter $24.17/mo billed annually ($29 monthly), Growth from $49.17, Plus from $300/mo (USD).

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Botpress logo
BotpressIndependently ReviewedFeatured
by Botpress
★4.6

AI-native customer support platform with Botpress Desk, a visual Studio, natural-language agent building and a developer ADK. Free plan, Plus from $150/mo billed annually (USD).

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Respond.io logo
Respond.ioIndependently ReviewedFeatured
by Respond.io
★4.6

AI-powered customer conversation platform unifying WhatsApp, Instagram, TikTok and more in one inbox, with autonomous AI Agents and a first-party MCP server. From $79/month billed annually (USD).

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Chatbase logo
ChatbaseIndependently ReviewedFeatured
by Chatbase
★4.3

No-code platform for AI support agents trained on your own content, across chat, email, voice and WhatsApp. Free plan; paid plans $40-$500/mo, or from $32/mo billed yearly.

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Intercom Fin logo
Intercom FinIndependently Reviewed
by Fin
★5.0

AI customer agent from Fin, formerly Intercom, now part of Salesforce. $0.99 per outcome, 76% average resolution rate across 12,000+ customers. Runs on any helpdesk or with Intercom.

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Intercom logo
IntercomIndependently Reviewed
by Fin
★4.7

Customer service helpdesk from Fin, now part of Salesforce, with Fin AI Agent built in. Seats $29, $85 or $132/mo billed annually ($39, $99, $139 monthly), plus $0.99 per Fin outcome.

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ElevenAgents logo
ElevenAgentsIndependently Reviewed
by ElevenLabs
★4.6

Voice and chat agent platform from ElevenLabs for phone, web, WhatsApp, SMS and email, with webhook and MCP tools in 90+ languages. Free tier, then calls from $0.08/min.

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Assembled logo
AssembledIndependently Reviewed
by Assembled
★4.5

Support operations platform combining AI workforce management, AI agents for chat, email, SMS and voice, and AI Copilot. AI Agents from $0.65 per conversation, WFM from $25 per agent per month (USD).

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Haptik logo
HaptikIndependently Reviewed
by Jio Haptik
★4.5

Enterprise AI agents from Jio Haptik for customer service, sales, booking, lead qualification and voice calls, in 100+ languages across WhatsApp, web and phone. Custom pricing.

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Talkdesk logo
TalkdeskIndependently Reviewed
by Talkdesk
★4.5

AI-first contact center platform with Autopilot AI agents, Copilot agent assist and Agent Builder across voice and digital channels. CX Cloud from $85/user/mo digital, $105 voice. Gartner CCaaS MQ Leader 2026.

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Genesys Cloud logo
Genesys CloudIndependently Reviewed
by Genesys
★4.4

Enterprise contact center platform with Agentic Virtual Agent, Copilots and MCP tool access. CX1 $75, CX2 $115, CX3 $155, CX4 $240/user/mo, billed annually. FedRAMP certified.

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Decagon logo
DecagonIndependently Reviewed
by Decagon
★4.4

Enterprise AI customer support platform deploying autonomous agents across voice, chat, and email. Used by Hertz, Notion, Duolingo, ClassPass. Custom enterprise pricing.

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eesel AI logo
eesel AIIndependently Reviewed
by eesel AI
★4.4

AI agents that work inside Zendesk, Freshdesk, Intercom, Gorgias and other helpdesks, plus Slack and chat. Free trial with 100 credits, Teammate plans from $299/mo for 500 credits (USD).

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Ada logo
AdaIndependently Reviewed
by Ada
★4.4

Enterprise agentic customer experience platform whose AI agents resolve and act on customer conversations across voice, chat, email, SMS, WhatsApp and Instagram. Custom pricing via a sales call.

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Gladly logo
GladlyIndependently Reviewed
by Gladly
★4.4

Agentic commerce and customer service AI for retail and DTC brands. One AI sells and supports across chat, email, SMS, voice and social on a lifelong customer record. Quote-only pricing.

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Cresta logo
CrestaIndependently Reviewed
by Cresta Intelligence Inc.
★4.4

Enterprise AI-native contact center platform with autonomous AI Agents for voice, chat, and SMS in 30+ languages. Consumes MCP as a client. Custom pricing. SOC 2, ISO 27001, ISO 42001, HIPAA.

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Robylon logo
RobylonIndependently Reviewed
by Robylon AI
★4.3

Robylon runs AI support agents across chat, WhatsApp, email, tickets and voice, with human reviewers covering low-confidence replies. Free plan, then credit-based plans from $22.50/mo billed annually (USD).

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Yuma AI logo
Yuma AIIndependently Reviewed
by Yuma
★4.2

AI agents for ecommerce that resolve support, chat, social and phone conversations inside your helpdesk. Billed per full resolution, from $14,400/yr (USD).

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Kodif logo
KodifIndependently Reviewed
by Kodif
★4.2

AI agents for ecommerce and subscription brands that resolve tickets end to end with write-back to Shopify, help desks and subscription tools. From $1 per conversation on a flat annual plan.

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CoSupport AI logo
CoSupport AIIndependently Reviewed
by CoSupport AI
★4.1

AI support agent trained on your own tickets. The vendor reports up to 90% deflection of repetitive L1 tickets across chat, email and voice, in 120+ languages. $0.50 per AI resolution, unresolved tickets free.

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Quiq logo
QuiqIndependently Reviewed
by Quiq
★4.1

Agentic AI platform for enterprise customer experience: AI agents and assistants across voice, chat, SMS and messaging, with usage-based, quote-only pricing. Panasonic, Terminix, Roku.

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Forethought logo
ForethoughtIndependently Reviewed
by Forethought AI
★4.1

AI customer support platform from Zendesk-owned Forethought, with agents that resolve, triage and QA tickets across chat, email, voice and Slack. 70+ integrations. Quote-only pricing.

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Typewise logo
TypewiseIndependently Reviewed
by Typewise
★4.0

Swiss AI agent platform for customer service with MCP-native architecture and 200+ integrations. Starting from $1/resolution. Free trial. Chat, email, WhatsApp, social.

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Aircall AI logo
Aircall AIIndependently Reviewed
by Aircall
★4.0

Cloud business phone and AI Voice Agent platform. Essentials $30, Professional $50/license/mo annual. AI Voice Agent from $0.19/min. 250+ integrations.

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Aisera logo
AiseraIndependently Reviewed
by Aisera (Automation Anywhere)
★4.0

Agentic AI for IT, HR and customer service, owned by Automation Anywhere since November 2025. About 150 connectors. Quote-only pricing. G2 reports 4 months to implement.

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Netomi logo
NetomiIndependently Reviewed
by Netomi
★3.8

Enterprise agentic AI platform for customer service across chat, email and voice, used by United Airlines, Paramount and DraftKings. Sold by referral, with fees set in each customer contract.

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Mavenoid logo
MavenoidIndependently Reviewed
by Mavenoid
★3.6

AI agent purpose-built for product support, with Voice Assist, Dynamic Help Center, and Virtual Assistant. Multimodal photo, video, and voice input. Stanley Black & Decker, Husqvarna, KEF. Custom pricing.

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Capacity logo
CapacityIndependently Reviewed
by Capacity
★3.5

AI support automation platform with AI agents for voice, chat, SMS, and email. Platform fee plus usage-based AI agent pricing. SOC 2 Type II, GDPR, HIPAA, and CCPA certified.

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Dessa logo
DessaIndependently Reviewed
by Trengo
On Our Radar

AI agent for ecommerce support and sales, built by the team at Trengo. Resolves order, return and delivery questions inside the helpdesk a store already uses. EUR 0.75 per successful outcome.

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Ultimo Bots logo
Ultimo BotsIndependently Reviewed
by Ultimo Bots GmbH
On Our Radar

No-code AI support agent for small businesses that answers from your content, books appointments, tracks orders and captures leads in chat. From $19/mo billed yearly (USD).

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AI Sales Agents

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Apollo.io logo
Apollo.ioIndependently ReviewedFeatured
by Apollo
★4.7

B2B sales intelligence with 240M+ contacts, AI sequencing, and autonomous outreach. Free plan, with paid tiers from $49/user/mo billed annually or $65 monthly. Over 600,000 companies.

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HubSpot Sales Hub logo
HubSpot Sales HubIndependently ReviewedFeatured
by HubSpot
★4.5

HubSpot's sales platform with Breeze AI agents for prospecting, data and support, plus two official MCP servers and an MCP client. Free tier, Starter from $7/seat/mo annual.

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Zoho CRM logo
Zoho CRMIndependently ReviewedFeatured
by Zoho
★4.3

Global CRM with Zia AI Agents on every paid plan and an official MCP server. Free for 3 users. Standard $14, Professional $23, Enterprise $40, Ultimate $52/user/mo billed annually (USD).

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Pipedrive AI logo
Pipedrive AIIndependently ReviewedFeatured
by Pipedrive
★4.3

Pipeline-focused CRM with Nova meeting intelligence and a native MCP server on every plan, plus AI deal and email assistance from Premium. Lite from $14 per seat/mo billed annually, four tiers (USD).

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Gong logo
GongIndependently Reviewed
by Gong
★4.4

Revenue AI platform that records calls, meetings and emails to flag deal risk, forecast pipeline, coach reps and run AI agents. 5,000+ customers. Quote-only pricing.

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Docket logo
DocketIndependently Reviewed
by Docket
★4.2

Docket's AI Marketing Agent answers B2B website visitors by voice, text and video avatar from a governed Sales Knowledge Lake, qualifies them and books meetings. Plans from $4K/mo billed annually (USD).

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AI Marketing Agents

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Klaviyo AI logo
Klaviyo AIIndependently ReviewedFeatured
by Klaviyo
★4.6

Klaviyo AI powers ecommerce marketing with Composer (AI campaign agent), Customer Agent (add-on, 65% resolution, vendor-claimed), and predictive analytics. Free plan, with paid email from $20/month.

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Vidyard logo
VidyardIndependently Reviewed
by Vidyard
★4.6

AI video platform for B2B revenue teams with Video Agent, AI avatars, video messaging and hosting. Free plan. Starter $59/seat/mo billed annually (USD). Video Agent add-on $24/seat/mo.

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Attentive AI logo
Attentive AIIndependently Reviewed
by Attentive Mobile Inc.
★4.4

SMS, email, RCS and push marketing platform with agentic AI tiers for copy, sign-up, audiences and journeys, plus Attentive MCP for Claude and ChatGPT. Quote-only pricing.

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Sprout Social logo
Sprout SocialIndependently Reviewed
by Sprout Social
★4.2

Social media management platform with Trellis AI agent, listening, customer care and analytics. Essentials $79, Standard $199, Professional $299, Advanced $399/seat/mo billed annually (USD).

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AI Workflow Agents

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ClickUp Brain logo
ClickUp BrainIndependently ReviewedFeatured
by ClickUp
★4.6

The AI inside ClickUp's work platform, with Super Agents, search across the workspace and connected apps, and an MCP server. AI add-ons from $9/user/mo billed annually, on top of a paid ClickUp plan (USD).

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Viktor logo
ViktorIndependently ReviewedFeatured
by Zeta AI, Inc.
★4.6

Slack, Microsoft Teams and Discord AI coworker that connects to 9,800+ tools, writes and runs code, and delivers finished PDFs, dashboards, and web apps. $100 in free credits, then from $50/mo for 20,000 credits (USD).

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ZoomMate logo
ZoomMateIndependently ReviewedFeatured
by Zoom Video Communications
★4.6

Agentic AI work surface that turns meeting conversations into completed work across Salesforce, Jira and Slack. Free tier, or $16.67/user/month billed annually.

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Lindy logo
LindyIndependently ReviewedFeatured
by Lindy AI
★4.6

AI teammate in Slack, iMessage and email that runs inbox triage, meeting prep, scheduling, reports and CRM updates across 1,500+ apps. Starts free with $50 in credits, then from $29.99 per user/mo (USD).

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Make.com logo
Make.comIndependently ReviewedFeatured
by Celonis (Make)
★4.6

Visual workflow automation with advanced branching and data manipulation across 3,500+ apps. MCP server and client included. Free tier, with Core from $9/mo billed annually or $10.59 monthly.

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screenpipe logo
screenpipeIndependently ReviewedFeatured
by Negentropy Labs, Inc.
★4.0

Local-first screen and audio memory for AI agents: screenpipe captures your desktop activity, keeps it on your machine, and serves it to MCP clients through a local server with two documented tools.

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Composio logo
ComposioIndependently Reviewed
by Sampark Inc
★4.7

AI tool-calling platform connecting 1,500+ toolkits to AI agents via MCP Gateway and function calling, with a free tier of 100,000 tool calls per month (USD).

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Notion AI logo
Notion AIIndependently Reviewed
by Notion
★4.6

The AI built into Notion: Notion Agent, Custom Agents, Enterprise Search and a hosted MCP server. Free and Plus get a trial. Business from $20/member/mo billed annually (USD).

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n8n logo
n8nIndependently Reviewed
by n8n GmbH
★4.6

Fair-code workflow automation with 2,000+ integrations, AI agent nodes and a built-in MCP server. Self-hosted Community Edition free, n8n Cloud from EUR 20/mo billed annually.

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Zapier logo
ZapierIndependently Reviewed
by Zapier Inc.
★4.6

Workflow automation platform connecting 9,000+ apps through Zaps, with Zapier MCP for AI tools, plus AI by Zapier, which is replacing Agents, and Chatbots. Free plan, Professional from $19.99/mo billed annually (USD).

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Tines logo
TinesIndependently Reviewed
by Tines
★4.5

Tines Stories, the no-code intelligent workflow platform for security, IT and operations: AI agents, MCP server and client, cases and pages. Free Community Edition, paid editions quote-only.

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kapa.ai logo
kapa.aiIndependently Reviewed
by kapa.ai, Inc.
★4.5

kapa.ai turns technical docs, code, tickets and community threads into cited answers for AI agents through a retrieval API, a hosted MCP server and pre-built agents. 14-day free trial, then quote-only plans.

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Arcade logo
ArcadeIndependently Reviewed
by Arcade AI, Inc
★4.4

MCP-native actions runtime connecting AI agents to 8,000+ tools across 85 toolkits, with prebuilt OAuth and per-action governance. Free tier, Team $25/mo plus usage.

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Workato logo
WorkatoIndependently Reviewed
by Workato
★4.4

Workato is an enterprise integration and automation platform that publishes workflows as governed MCP servers for AI agents. Gartner Magic Quadrant Leader for iPaaS. Quote-only pricing across four editions.

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Torq logo
TorqIndependently Reviewed
by Torq
★4.4

Torq is an AI SOC platform where AI agents triage, investigate, and respond to security threats autonomously. Built for enterprise security teams with Hyperautomation for workflow orchestration. Custom pricing.

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Atlassian Rovo logo
Atlassian RovoIndependently Reviewed
by Atlassian
★4.3

Atlassian Rovo brings AI search, chat, agents and Studio across Confluence, Jira and connected apps via the Teamwork Graph. Standalone from $5 per user/month (USD), or included on paid Atlassian Cloud plans.

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Microsoft Copilot Cowork logo
Microsoft Copilot CoworkIndependently Reviewed
by Microsoft
★4.2

Microsoft's agent in Microsoft Copilot that carries out multi-step work across Outlook, Teams, Word, Excel and PowerPoint. Needs a Microsoft 365 Copilot license, billed per use in Copilot Credits.

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Voiceflow logo
VoiceflowIndependently Reviewed
by Voiceflow
★4.2

Enterprise platform for building AI customer support agents across web chat, phone, SMS and WhatsApp, with playbooks, workflows and the Voiceflow Core model. Free plan, no published list prices.

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Microsoft Copilot Studio logo
Microsoft Copilot StudioIndependently Reviewed
by Microsoft
★4.2

Microsoft's low-code platform for building AI agents across M365, Teams, websites, and apps on three harnesses. Internal agents included with M365 Copilot, standalone from $200/mo or pay-as-you-go.

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OpenWorker logo
OpenWorkerIndependently Reviewed
by OpenWorker (Andrew Ng)
★4.1

Open-source, local-first desktop AI coworker from Andrew Ng that delivers finished work across 25+ tools. Free; bring your own model key or run local with Ollama.

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Adapt logo
AdaptIndependently Reviewed
by Adapt
★4.0

The company agent platform: teams build agents on shared company knowledge and tools, used in Slack, web, email or text. Open source from January 4, 2027. Adapt Cloud bills usage only, no seat fee.

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Runbear logo
RunbearIndependently Reviewed
by Runbear, Inc.
★4.0

Shared AI teammates in Slack, Teams, Discord, HubSpot and Zendesk that answer from team knowledge and act across connected tools. MCP server and client. From $99/mo, or $79/mo billed yearly (USD).

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Relevance AI logo
Relevance AIIndependently Reviewed
by Relevance AI
★4.0

Enterprise AI agent platform for building and managing an AI workforce. 2,000+ integrations, MCP server and client, SOC 2 Type II. Pro from $19/mo billed annually.

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Beam AI logo
Beam AIIndependently Reviewed
by Beam AI Inc.
★3.9

AI agent platform for enterprise operations with self-learning agents, human approval on critical steps, 1,000+ integrations including SAP and Workday, and MCP support. Free plan, Pro $50/mo.

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Dash logo
DashIndependently Reviewed
by Process Street
On Our Radar

AI teammate from Process Street for Slack and Microsoft Teams: research, reports and follow-ups across 3,000+ tools, with writes held for approval. $100 in free credits, then $50/mo.

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AI Coding Agents

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Replit Agent logo
Replit AgentIndependently Reviewed
by Replit
★4.6

AI agent inside Replit that plans, builds, tests and publishes web and mobile apps, slides and more from chat. Free Starter plan, Core from $18/mo billed annually, Pro from $90/mo billed annually.

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Factory AI logo
Factory AIIndependently Reviewed
by Factory
★4.3

Agent-native software development platform built on Droid agents across desktop, CLI and SDK, with Missions, Automations and Code Review. Pro $20/mo, Plus $100, Max $200, Teams $60 plus $40 a seat.

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Hyper logo
HyperIndependently Reviewed
by ASI Flow, Inc.
★4.1

Hyper by ASI Flow is an autonomous software engineering platform that plans, builds, tests and re-checks the work, then ships pull requests or a published site under hard cost caps. Free plan; Pro $20/mo (USD).

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AI Customer Success Agents

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Planhat logo
PlanhatIndependently Reviewed
by Planhat
★4.4

Planhat is a B2B customer platform combining CRM, customer success and professional services in one workspace, with Pi, its AI agent, and an MCP server and MCP Plugins for external AI. Quote-only pricing.

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Staircase AI logo
Staircase AIIndependently Reviewed
by Gainsight
★4.4

Staircase AI by Gainsight analyzes every customer communication: emails, calls, Slack, and support tickets, to surface churn risk, sentiment shifts, and stakeholder changes without manual CSM data entry.

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Gainsight Customer Success logo
Gainsight Customer SuccessIndependently Reviewed
by Gainsight Inc.
★4.3

Enterprise customer success platform with health scoring, playbooks, renewal forecasting on Enterprise, Agent Studio (beta) and Gainsight MCP for Claude, ChatGPT and Gemini. Quote-only pricing.

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ChurnZero logo
ChurnZeroIndependently Reviewed
by ChurnZero Inc.
★4.3

Customer success platform with 20 AI agents, a Customer Intelligence Profile and ChurnZero Connect (MCP) for live CS data in Claude and ChatGPT. Quote-only pricing.

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Skalin logo
SkalinIndependently Reviewed
by Skalin
★4.2

AI customer success platform for mid-market B2B SaaS with self-calibrating health scores, playbooks, AI agents and an MCP server. Scale from EUR 569/mo billed annually, Lead EUR 729.

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Odie logo
OdieIndependently Reviewed
by Odie
★4.1

Odie, formerly Totango: a customer knowledge engine for post-sales teams and their AI agents, with an MCP server and an add-on Customer Operating System. From $500/month (USD).

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Velaris logo
VelarisIndependently Reviewed
by Velaris
★4.1

AI-native customer success platform with a custom agent builder, autonomous CS agents and a first-party MCP server. Gartner MQ Visionary 2025. Quote-only pricing, five seats included.

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Noded logo
NodedIndependently Reviewed
by Noded AI
★4.0

Noded is a post-sales customer context graph that auto-assembles a live account story from 20+ tools and exposes an MCP server. Platform plans with unlimited users from $2,000 per month billed annually (USD).

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ClientSuccess logo
ClientSuccessIndependently Reviewed
by ClientSuccess
★4.0

Customer success platform for B2B SaaS with health scoring, playbooks, meeting intelligence, customer portals, journey management and a read-only MCP server. Custom pricing.

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Vitally logo
VitallyIndependently Reviewed
by Vitally Inc.
★4.0

Customer success platform with AI Copilot, lifecycle playbooks, 30+ integrations and a hosted MCP server for Claude and ChatGPT. Quote-only pricing across three plans.

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EverAfter logo
EverAfterIndependently Reviewed
by EverAfter (by Base)
★3.7

Customer-facing hub platform from Base that builds personalized onboarding and success portals, with AI agents that update hubs from CRM and product data. Custom pricing.

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Akita logo
AkitaIndependently Reviewed
by Akita
★3.4

Customer success platform for SaaS startups with health scoring, alerts and segments across billing, CRM, support and NPS tools. Plans from $49/month, no long-term contract (USD).

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Exeechain logo
ExeechainIndependently Reviewed
by Exeechain
On Our Radar

AI customer success for B2B SaaS on Stripe: finds failed payments and slipping renewals, scores churn risk with reasons and drafts save emails for approval. From $275/mo billed yearly.

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AI HR Agents

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Juicebox (PeopleGPT) logo
Juicebox (PeopleGPT)Independently Reviewed
by Juicebox
★4.3

AI recruiting platform with PeopleGPT natural language search across 800M+ profiles, always-on sourcing agents and an MCP server. Free tier. Starter $99/seat/mo billed yearly ($119 monthly).

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BambooHR logo
BambooHRIndependently Reviewed
by BambooHR
★3.9

HR, payroll and benefits software for small and mid-sized businesses, with Bamboo AI and an MCP server for Claude in beta. Core $10, Pro $17, Elite $25 per employee/month (USD).

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AI Research Agents

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Bruin logo
BruinIndependently Reviewed
by Bruin Data
★4.0

AI data analyst for Slack, Teams and 203 built-in data connectors that refuses stale data and builds dashboards on demand. $100 free credits, then $0.01 per credit. ISO 27001, SOC 2 Type II.

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Frequently Asked Questions

What autonomous resolution rate should I expect from a Zendesk AI agent?

Published autonomous resolution rates range from 30% to 80% depending on the product and ticket type mix. Simple, high-volume query types like order status or password resets resolve at higher rates than complex, nuanced complaints. Always test against your actual ticket sample, not benchmark numbers from vendor marketing.

Will a Zendesk AI agent require changes to our existing Zendesk setup?

Most agents connect via the Zendesk API and work within your existing ticket structure, triggers, and macros. Some require installing a Zendesk app from the marketplace. Significant reconfiguration of your Zendesk workflow is uncommon but possible for more deeply integrated products.

Can the agent escalate to a human agent when it cannot resolve a ticket?

Yes - escalation is a standard feature. The quality of escalation logic varies: better agents provide the receiving human agent with a structured summary of what was attempted and why escalation was triggered. Weaker tools simply reassign the ticket without context, creating friction for the human agent picking it up.