Ada
Ada
An AI customer service platform for teams connecting support conversations to their knowledge, business systems and human support teams.
Source-based review
See which AI customer service agent fits your customers' problems.
Independent, evidence-based comparisons of AI customer service agents. Every claim carries its source and the date we checked it. Nothing is scored until it has been tested, and nothing here has been tested yet.
Four ways of knowing. We never mix them up.
Vendor-reported
The vendor said it. We link it, date it, and do not vouch for it.
Independent report
A customer, an analyst or a journalist said it, with no stake in the answer.
Editorial assessment
Our own reading of the public record, with the basis shown.
Unknown
Nothing public settles it. That stays unknown, and it never becomes a zero.
The same four labels, every agent, every kind of customer problem.
| Billing | Orders | Returns | Product questions | Account issues | Complaints | Human handoff | Small businesses | Mid-market | Enterprise | |
|---|---|---|---|---|---|---|---|---|---|---|
| Ada | Ada, Billing: Vendor-documented | Ada, Orders: Caveat documented | Ada, Returns: Vendor-documented | Ada, Product questions: External report | Ada, Account issues: External report | Ada, Complaints: Vendor-documented | Ada, Human handoff: External report | Ada, Small businesses: Not established | Ada, Mid-market: External report | Ada, Enterprise: Vendor-documented |
| Agentforce | Agentforce, Billing: Vendor-documented | Agentforce, Orders: Vendor-documented | Agentforce, Returns: Vendor-documented | Agentforce, Product questions: Caveat documented | Agentforce, Account issues: External report | Agentforce, Complaints: Vendor-documented | Agentforce, Human handoff: External report | Agentforce, Small businesses: Not established | Agentforce, Mid-market: Not established | Agentforce, Enterprise: Vendor-documented |
| Breeze Customer Agent | Breeze Customer Agent, Billing: Vendor-documented | Breeze Customer Agent, Orders: Vendor-documented | Breeze Customer Agent, Returns: Vendor-documented | Breeze Customer Agent, Product questions: Caveat documented | Breeze Customer Agent, Account issues: Vendor-documented | Breeze Customer Agent, Complaints: Not established | Breeze Customer Agent, Human handoff: Caveat documented | Breeze Customer Agent, Small businesses: Caveat documented | Breeze Customer Agent, Mid-market: Not established | Breeze Customer Agent, Enterprise: Vendor-documented |
| Crescendo | Crescendo, Billing: Vendor-documented | Crescendo, Orders: Vendor-documented | Crescendo, Returns: Vendor-documented | Crescendo, Product questions: External report | Crescendo, Account issues: Vendor-documented | Crescendo, Complaints: Vendor-documented | Crescendo, Human handoff: External report | Crescendo, Small businesses: Vendor-documented | Crescendo, Mid-market: Not established | Crescendo, Enterprise: External report |
| Decagon | Decagon, Billing: External report | Decagon, Orders: Vendor-documented | Decagon, Returns: Vendor-documented | Decagon, Product questions: External report | Decagon, Account issues: Vendor-documented | Decagon, Complaints: Vendor-documented | Decagon, Human handoff: External report | Decagon, Small businesses: Not established | Decagon, Mid-market: Not established | Decagon, Enterprise: External report |
| Fin | Fin, Billing: Vendor-documented | Fin, Orders: Vendor-documented | Fin, Returns: Vendor-documented | Fin, Product questions: Caveat documented | Fin, Account issues: Vendor-documented | Fin, Complaints: Vendor-documented | Fin, Human handoff: Caveat documented | Fin, Small businesses: External report | Fin, Mid-market: Vendor-documented | Fin, Enterprise: Vendor-documented |
| Five9 | Five9, Billing: Caveat documented | Five9, Orders: Not established | Five9, Returns: Not established | Five9, Product questions: External report | Five9, Account issues: Vendor-documented | Five9, Complaints: Not established | Five9, Human handoff: External report | Five9, Small businesses: Caveat documented | Five9, Mid-market: Not established | Five9, Enterprise: External report |
| Forethought | Forethought, Billing: Vendor-documented | Forethought, Orders: External report | Forethought, Returns: Vendor-documented | Forethought, Product questions: External report | Forethought, Account issues: Caveat documented | Forethought, Complaints: Not established | Forethought, Human handoff: Caveat documented | Forethought, Small businesses: Vendor-documented | Forethought, Mid-market: Vendor-documented | Forethought, Enterprise: Vendor-documented |
| Freddy AI Agent | Freddy AI Agent, Billing: Vendor-documented | Freddy AI Agent, Orders: Vendor-documented | Freddy AI Agent, Returns: Vendor-documented | Freddy AI Agent, Product questions: Caveat documented | Freddy AI Agent, Account issues: Vendor-documented | Freddy AI Agent, Complaints: Vendor-documented | Freddy AI Agent, Human handoff: Caveat documented | Freddy AI Agent, Small businesses: External report | Freddy AI Agent, Mid-market: External report | Freddy AI Agent, Enterprise: External report |
| Genesys Cloud CX | Genesys Cloud CX, Billing: Vendor-documented | Genesys Cloud CX, Orders: Not established | Genesys Cloud CX, Returns: Not established | Genesys Cloud CX, Product questions: Vendor-documented | Genesys Cloud CX, Account issues: Vendor-documented | Genesys Cloud CX, Complaints: Not established | Genesys Cloud CX, Human handoff: External report | Genesys Cloud CX, Small businesses: Caveat documented | Genesys Cloud CX, Mid-market: Not established | Genesys Cloud CX, Enterprise: External report |
| Gorgias AI Agent | Gorgias AI Agent, Billing: Vendor-documented | Gorgias AI Agent, Orders: Caveat documented | Gorgias AI Agent, Returns: Vendor-documented | Gorgias AI Agent, Product questions: Vendor-documented | Gorgias AI Agent, Account issues: Not established | Gorgias AI Agent, Complaints: Vendor-documented | Gorgias AI Agent, Human handoff: Vendor-documented | Gorgias AI Agent, Small businesses: Caveat documented | Gorgias AI Agent, Mid-market: Vendor-documented | Gorgias AI Agent, Enterprise: Vendor-documented |
| Kore.ai | Kore.ai, Billing: Vendor-documented | Kore.ai, Orders: Vendor-documented | Kore.ai, Returns: Vendor-documented | Kore.ai, Product questions: Caveat documented | Kore.ai, Account issues: Vendor-documented | Kore.ai, Complaints: Vendor-documented | Kore.ai, Human handoff: External report | Kore.ai, Small businesses: Not established | Kore.ai, Mid-market: Not established | Kore.ai, Enterprise: External report |
| LivePerson | LivePerson, Billing: Vendor-documented | LivePerson, Orders: Vendor-documented | LivePerson, Returns: Vendor-documented | LivePerson, Product questions: External report | LivePerson, Account issues: Vendor-documented | LivePerson, Complaints: Not established | LivePerson, Human handoff: External report | LivePerson, Small businesses: Not established | LivePerson, Mid-market: Not established | LivePerson, Enterprise: External report |
| Lyro | Lyro, Billing: Vendor-documented | Lyro, Orders: External report | Lyro, Returns: External report | Lyro, Product questions: Caveat documented | Lyro, Account issues: Vendor-documented | Lyro, Complaints: Vendor-documented | Lyro, Human handoff: Caveat documented | Lyro, Small businesses: External report | Lyro, Mid-market: Vendor-documented | Lyro, Enterprise: Vendor-documented |
| NiCE Cognigy | NiCE Cognigy, Billing: External report | NiCE Cognigy, Orders: Vendor-documented | NiCE Cognigy, Returns: Vendor-documented | NiCE Cognigy, Product questions: Vendor-documented | NiCE Cognigy, Account issues: Vendor-documented | NiCE Cognigy, Complaints: Vendor-documented | NiCE Cognigy, Human handoff: External report | NiCE Cognigy, Small businesses: Not established | NiCE Cognigy, Mid-market: Not established | NiCE Cognigy, Enterprise: External report |
| NiCE CXone | NiCE CXone, Billing: Vendor-documented | NiCE CXone, Orders: External report | NiCE CXone, Returns: Vendor-documented | NiCE CXone, Product questions: Vendor-documented | NiCE CXone, Account issues: Vendor-documented | NiCE CXone, Complaints: External report | NiCE CXone, Human handoff: External report | NiCE CXone, Small businesses: Vendor-documented | NiCE CXone, Mid-market: Vendor-documented | NiCE CXone, Enterprise: External report |
| PolyAI | PolyAI, Billing: External report | PolyAI, Orders: External report | PolyAI, Returns: Caveat documented | PolyAI, Product questions: External report | PolyAI, Account issues: External report | PolyAI, Complaints: Caveat documented | PolyAI, Human handoff: Caveat documented | PolyAI, Small businesses: Not established | PolyAI, Mid-market: Not established | PolyAI, Enterprise: External report |
| Sierra | Sierra, Billing: Vendor-documented | Sierra, Orders: External report | Sierra, Returns: External report | Sierra, Product questions: Vendor-documented | Sierra, Account issues: Vendor-documented | Sierra, Complaints: Vendor-documented | Sierra, Human handoff: Vendor-documented | Sierra, Small businesses: External report | Sierra, Mid-market: Not established | Sierra, Enterprise: Vendor-documented |
| Sprinklr | Sprinklr, Billing: Vendor-documented | Sprinklr, Orders: Vendor-documented | Sprinklr, Returns: Vendor-documented | Sprinklr, Product questions: Vendor-documented | Sprinklr, Account issues: Vendor-documented | Sprinklr, Complaints: Not established | Sprinklr, Human handoff: External report | Sprinklr, Small businesses: Not established | Sprinklr, Mid-market: Not established | Sprinklr, Enterprise: External report |
| Talkdesk | Talkdesk, Billing: Vendor-documented | Talkdesk, Orders: External report | Talkdesk, Returns: Vendor-documented | Talkdesk, Product questions: External report | Talkdesk, Account issues: External report | Talkdesk, Complaints: Not established | Talkdesk, Human handoff: External report | Talkdesk, Small businesses: Vendor-documented | Talkdesk, Mid-market: Not established | Talkdesk, Enterprise: Vendor-documented |
| Yellow.ai | Yellow.ai, Billing: Vendor-documented | Yellow.ai, Orders: External report | Yellow.ai, Returns: Vendor-documented | Yellow.ai, Product questions: External report | Yellow.ai, Account issues: Vendor-documented | Yellow.ai, Complaints: Vendor-documented | Yellow.ai, Human handoff: External report | Yellow.ai, Small businesses: Vendor-documented | Yellow.ai, Mid-market: Not established | Yellow.ai, Enterprise: External report |
| Zendesk AI Agents | Zendesk AI Agents, Billing: Caveat documented | Zendesk AI Agents, Orders: Vendor-documented | Zendesk AI Agents, Returns: Vendor-documented | Zendesk AI Agents, Product questions: Caveat documented | Zendesk AI Agents, Account issues: Vendor-documented | Zendesk AI Agents, Complaints: Vendor-documented | Zendesk AI Agents, Human handoff: External report | Zendesk AI Agents, Small businesses: Vendor-documented | Zendesk AI Agents, Mid-market: Vendor-documented | Zendesk AI Agents, Enterprise: Vendor-documented |
The evidence, not the verdict of whoever sold it to you.
- 1,350
- claims, each one dated and attributed
- 93
- separate sources behind them
- 22
- agents held to the same rule
- 0
- scores, ratings or benchmarks anywhere in the records
What these labels do not mean
A vendor documenting something is not the same as it working in your setup.
An outside report is evidence about somebody else's deployment, not yours.
Nothing found means not established. It never means zero.
In the catalogue
Salesforce
Agentforce
Salesforce’s customer-facing Service Agent offering, connecting support conversations to Salesforce knowledge, customer records and configured business actions.
Source-based review
HubSpot
Breeze Customer Agent
HubSpot's AI support agent that answers customer conversations inside the HubSpot help desk and charges per resolved conversation.
Source-based review
Crescendo
Crescendo
Crescendo is a managed customer-experience service that combines AI agents with the vendor's own human support staff, sold to companies that want to outsource all or part of a customer support operation.
Source-based review
Decagon
Decagon
An AI agent platform for customer-service workflows across chat, email and voice.
Source-based review
Intercom
Fin
A customer-service AI agent that answers from support content and runs configured workflows in Intercom or a connected help desk.
Source-based review
Five9
Five9
Five9 AI Agents is the vendor's autonomous voice and digital self-service capability inside its cloud contact-centre platform.
Source-based review
Forethought (Zendesk)
Forethought
Forethought is a customer-service AI agent platform, now owned by Zendesk, that automates ticket resolution, triage and agent assistance across chat, email, voice and Slack.
Source-based review
Freshworks
Freddy AI Agent
Freddy AI Agent is Freshworks' customer-facing AI agent for Freshdesk, bundled into every Freshdesk plan and metered by conversation session.
Source-based review
Genesys
Genesys Cloud CX
The AI agent and virtual agent layer inside Genesys Cloud CX, used to automate customer-service conversations across voice and digital channels.
Source-based review
Gorgias
Gorgias AI Agent
An AI support agent built into the Gorgias ecommerce help desk that answers customer messages and executes order, return and subscription actions for online brands.
Source-based review
Kore.ai
Kore.ai
An enterprise agentic-AI platform whose "AI for Service" offering runs automated voice and chat customer-service agents and agent-assist tooling inside contact centres.
Source-based review
LivePerson
LivePerson
LivePerson's Conversational Cloud builds LLM-based AI agents that handle customer-service conversations across messaging and voice channels with handoff to human agents.
Source-based review
Tidio
Lyro
Tidio's AI customer-service agent, which answers customer questions from a business's own support content across the channels connected to Tidio.
Source-based review
NiCE
NiCE Cognigy
An enterprise conversational and agentic AI platform used to build and run AI agents that handle customer-service interactions across voice and chat channels.
Source-based review
NiCE
NiCE CXone
The customer-service AI agent capability inside NiCE's CXone platform, covering voice and digital self-service agents now marketed under the NiCE Cognigy brand.
Source-based review
PolyAI
PolyAI
PolyAI is an enterprise conversational AI platform whose primary product is a voice agent that answers inbound contact-centre phone calls, with additional chat, SMS and email channels.
Source-based review
Sierra
Sierra
A platform for building customer-service agents across voice, chat, email and messaging.
Source-based review
Sprinklr
Sprinklr
Sprinklr AI Agents is the automated customer-service agent capability built into the Sprinklr Service contact-center product.
Source-based review
Talkdesk
Talkdesk
Talkdesk Autopilot is the AI agent layer of the Talkdesk contact-centre platform, designed to resolve customer requests autonomously across voice and digital channels.
Source-based review
Yellow.ai
Yellow.ai
A conversational AI platform whose customer-service agent handles support conversations over chat, voice and email for mid-market and enterprise teams.
Source-based review
Zendesk
Zendesk AI Agents
Customer-service AI agents connected to Zendesk knowledge, ticketing, and configured business workflows.
Source-based review
“What is the best AI agent for customer service?”
There is no single answer, and we will not invent one. There are shortlists of who has evidence behind them for your business size, your industry, your customer problem, your channel and your help desk, and that is a different and more useful thing.
Different products. Different jobs entirely.
See the landscapeFacts on this page were last checked . Every change is in the changelog.