Comparing Gemini Enterprise for Customer Experience and Zendesk AI Agents? Both are AI Agents & Chatbots and Enterprise tools in the directory, which is why buyers put them on the same shortlist. Below is a side-by-side look at how they price, what they integrate with, and when each is the better fit, so you can pick on the facts rather than either vendor's own sales page.
| Attribute | Gemini Enterprise for Customer Experience | Zendesk AI Agents |
|---|---|---|
| Pricing | Paid · $0.50/session | Per resolution · ~$1.50/resolution |
| Founded | 2018 | 2007 |
| Categories | AI Agents & Chatbots Contact Center & CCaaS Enterprise | AI Agents & Chatbots Enterprise Help Desk & Ticketing |
| Integrations | UJET Genesys Cisco Five9 Twilio Mitel RingCentral BigQuery | Slack Shopify Salesforce Jira Microsoft Teams WhatsApp |
Gemini Enterprise for Customer Experience is Google Cloud's customer service AI stack, the 2026 successor to Contact Center AI. Its centerpiece, Customer Experience Agent Studio, lets teams build multimodal support agents on a drag and drop canvas that talk with customers over chat and phone in humanlike voices across more than 40 languages, handling text, audio, and images. Agent Assist coaches human reps live with transcription, summarization, and knowledge suggestions, while Customer Experience Insights surfaces service trends from conversation data. A companion CCaaS layer, built with UJET, supplies the actual contact center routing and telephony.
The product line launched as Contact Center AI at Google Cloud Next in July 2018, and that launch is the founding year used here since Google itself dates to 1998. It became Customer Engagement Suite with Google AI in September 2024, then was folded into Gemini Enterprise for Customer Experience at the NRF retail show in January 2026. The results are real: Verizon put Agent Assist in front of 28,000 care reps, Bell Canada credits the suite with 20 million dollars in savings, and Kroger, Papa Johns, Lowe's, and Woolworths signed on as early adopters of the new agentic tools.
Pricing is published and usage based, which is rare in this market. Agent Studio sessions cost 50 cents each for chat or voice, with voice overage at a quarter of a cent per second after five minutes. Agent Assist starts at $0.002 per chat message or 3 cents per voice minute. The CCaaS platform and migrations from older Dialogflow agents are quote based through sales.
Choose Google if you want top tier conversational AI building blocks, transparent metered pricing, and the muscle of Google's speech and Gemini models, and you have the engineering capacity to assemble them. Skip it if you need a turnkey helpdesk in an afternoon, or if constant renaming makes you nervous: this product has had three names in three years.
Read the full Gemini Enterprise for Customer Experience listing → · See Gemini Enterprise for Customer Experience alternatives →
Zendesk AI agents resolve customer requests autonomously across email, chat, messaging, and voice, and they have the advantage of sitting on one of the most widely used support platforms on earth. Because they are built into Zendesk's help desk, the agents draw on your knowledge base and years of past tickets to answer questions instantly, then hand off to a human with full context when a conversation needs one. Zendesk also threads AI through the agent workspace itself with a copilot that suggests replies, detects intent, and summarizes long tickets.
The lineup comes in two flavors. The Essential tier bundles friendly generative answers into the Suite, while the Advanced tier, built on Zendesk's acquisition of Ultimate, goes fully autonomous, working off-script and calling your APIs to actually get things done. In keeping with where the industry is heading, the Advanced agents are billed per resolution, so you pay for issues solved rather than seats filled.
There is a fun irony in Zendesk's origins. The company was founded in 2007 by three friends in a Copenhagen loft who wanted support software that felt human instead of clunky, and its deliberately approachable branding helped it grow into an industry giant, go public, and later get taken private in a deal worth roughly ten billion dollars. More recently it has been on an AI shopping spree, absorbing companies to bolt voice, quality assurance, and deeper automation onto the platform.
Real customers put it to work in colorful ways: cosmetics brand Lush named its Zendesk agent Marvin and uses it to resolve a large share of first contacts. For the enormous number of teams already running support on Zendesk, switching on its native AI agents is often the shortest path of least resistance to real automation, with no new vendor to onboard and no data to migrate.
Read the full Zendesk AI Agents listing → · See Zendesk AI Agents alternatives →
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