Public AI Customer Agents brand benchmark

Not specified.

• Slug

  best-ai-customer-service-agent

  Text

  Which AI customer service agent platforms are best for resolving requests accurately, taking safe actions, and handing off to people?

  Intent

  recommendation

• Slug

  ai-customer-agent-enterprise

  Text

  Recommend an AI customer service agent for a global enterprise that needs governance, permissions, auditability, reliability, and support.

  Intent

  recommendation

• Slug

  ai-customer-agent-saas

  Text

  Which AI support agent is strongest for a software company using product context, account data, technical documentation, and human escalation?

  Intent

  recommendation

• Slug

  ai-customer-agent-ecommerce

  Text

  Recommend an AI customer service agent for ecommerce that can answer questions and safely handle orders, returns, refunds, and exchanges.

  Intent

  recommendation

• Slug

  ai-customer-agent-contact-center

  Text

  Which AI customer agent platforms are best for high-volume voice and digital contact centers with routing, quality, and workforce workflows?

  Intent

  recommendation

• Slug

  ai-customer-agent-regulated

  Text

  Recommend an AI service agent for a regulated business that needs grounded answers, approved actions, privacy controls, and complete audit logs.

  Intent

  recommendation

• Slug

  ai-customer-agent-complex-actions

  Text

  Which AI customer service agents are strongest for multi-step requests that require identity checks, system actions, exceptions, and approvals?

  Intent

  recommendation

• Slug

  ai-customer-agent-multilingual

  Text

  Recommend an AI customer agent for multilingual service across chat, email, messaging, and voice with consistent policy and escalation.

  Intent

  recommendation

• Slug

  ai-customer-agent-buying-criteria

  Text

  Compare AI customer agent platforms on resolution quality, grounding, actions, channels, integrations, safety, analytics, governance, and price.

  Intent

  commercial

• Slug

  ai-customer-agent-resolution-test

  Text

  Create a reproducible AI customer agent benchmark covering resolution, accuracy, policy compliance, actions, escalation, latency, and customer effort.

  Intent

  commercial

• Slug

  ai-customer-agent-safety-test

  Text

  Design a safety test for AI customer agents using prompt injection, sensitive data, unauthorized actions, uncertainty, rollback, and escalation.

  Intent

  commercial

• Slug

  ai-customer-agent-grounding

  Text

  Compare AI customer agents on knowledge ingestion, freshness, citations, permissions, conflicting sources, structured facts, and answer controls.

  Intent

  commercial

• Slug

  ai-customer-agent-integrations

  Text

  Compare AI customer agents on help desk, CRM, commerce, identity, billing, order, product, telephony, workflow, and custom API integrations.

  Intent

  commercial

• Slug

  ai-customer-agent-pricing

  Text

  How should a buyer compare AI customer agent pricing across resolutions, conversations, minutes, actions, models, implementation, and support?

  Intent

  commercial

• Slug

  ai-customer-agent-lock-in

  Text

  Which criteria expose knowledge, workflow, action, evaluation, transcript, integration, model, export, and pricing lock-in in an AI customer agent?

  Intent

  commercial

• Slug

  ai-customer-agent-shortlist

  Text

  Create a shortlist of AI customer agent vendors for a global company standardizing safe autonomous service across brands, regions, and channels.

  Intent

  commercial

ai-customer-agent-platforms

• Provider

  openai

  Configured Model

  openai/gpt-4o-mini

• Provider

  anthropic

  Configured Model

  anthropic/claude-haiku-4-5

• Provider

  gemini

  Configured Model

  google/gemini-2.5-flash

Cost Basis

Provider-reported LLM cost returned by the existing AI Rank provider/cache layer.

Maximum Daily Billed Cost Usd

2.00

Maximum Daily Provider Calls

60

Maximum Daily Provider Attempts Including Retries

72

• This is one response per prompt/provider pair in each run; model output can vary between runs.
• The fixed 16-prompt AI Customer Agents category does not estimate general market share or brand awareness.
• Presence share and citation share are relative only to the reviewed 12-brand universe; untracked brands are excluded from those denominators.
• OpenAI, Anthropic, and Google are both evaluated brands and configured model providers; no self-provider bias correction is applied.

recommendation-prompt presence descending; mention coverage, engine breadth, mention share, citation share, then entity slug

Published Evidence

answer hashes, deterministic bounded brand counts, and deduplicated URL-derived citation counts

Full Provider Answers Published

No

Full Provider Answers Stored In Public Index

No

ai-customer-agent-platforms-2026-07-27

• Provider

  openai

  Board Slug

  ai-customer-agent-platforms-brand-openai-visibility

  Primary Metric Slug

  public-prompt-openai-brand-recommendation-presence

• Provider

  anthropic

  Board Slug

  ai-customer-agent-platforms-brand-anthropic-visibility

  Primary Metric Slug

  public-prompt-anthropic-brand-recommendation-presence

• Provider

  gemini

  Board Slug

  ai-customer-agent-platforms-brand-gemini-visibility

  Primary Metric Slug

  public-prompt-gemini-brand-recommendation-presence

4

• Name

  Intercom Fin

  Aliases

  • Intercom Fin
  • Fin AI Agent

  Entity Slug

  intercom-fin

  Primary Domain

  intercom.com

  Citation Domains

  • intercom.com

  Case Sensitive Aliases

• Name

  Zendesk AI Agents

  Aliases

  • Zendesk AI Agents
  • Zendesk AI Agent

  Entity Slug

  zendesk-ai-agents

  Primary Domain

  zendesk.com

  Citation Domains

  • zendesk.com
  • support.zendesk.com

  Case Sensitive Aliases

• Name

  Salesforce Agentforce

  Aliases

  • Salesforce Agentforce
  • Agentforce for Service

  Entity Slug

  salesforce-agentforce-service

  Primary Domain

  salesforce.com

  Citation Domains

  • salesforce.com
  • help.salesforce.com

  Case Sensitive Aliases

• Name

  Sierra

  Aliases

  • Sierra AI
  • Sierra Agent

  Entity Slug

  sierra-ai

  Primary Domain

  sierra.ai

  Citation Domains

  • sierra.ai

  Case Sensitive Aliases

• Name

  Decagon

  Aliases

  • Decagon
  • Decagon AI

  Entity Slug

  decagon

  Primary Domain

  decagon.ai

  Citation Domains

  • decagon.ai

  Case Sensitive Aliases

• Name

  Ada

  Aliases

  • Ada CX
  • Ada AI Customer Service

  Entity Slug

  ada-cx

  Primary Domain

  ada.cx

  Citation Domains

  • ada.cx

  Case Sensitive Aliases

• Name

  Forethought

  Aliases

  • Forethought AI
  • Forethought Autoflows

  Entity Slug

  forethought

  Primary Domain

  forethought.ai

  Citation Domains

  • forethought.ai

  Case Sensitive Aliases

• Name

  PolyAI

  Aliases

  • PolyAI
  • Poly AI Agent Studio

  Entity Slug

  polyai

  Primary Domain

  poly.ai

  Citation Domains

  • poly.ai

  Case Sensitive Aliases

• Name

  Maven AGI

  Aliases

  • Maven AGI
  • MavenAGI

  Entity Slug

  maven-agi

  Primary Domain

  mavenagi.com

  Citation Domains

  • mavenagi.com

  Case Sensitive Aliases

• Name

  Gorgias AI Agent

  Aliases

  • Gorgias AI Agent
  • Gorgias Automate

  Entity Slug

  gorgias-ai-agent

  Primary Domain

  gorgias.com

  Citation Domains

  • gorgias.com
  • docs.gorgias.com

  Case Sensitive Aliases

• Name

  Kustomer AI Agents

  Aliases

  • Kustomer AI Agents
  • Kustomer IQ

  Entity Slug

  kustomer-ai-agents

  Primary Domain

  kustomer.com

  Citation Domains

  • kustomer.com
  • help.kustomer.com

  Case Sensitive Aliases

• Name

  Cognigy

  Aliases

  • Cognigy
  • Cognigy.AI

  Entity Slug

  cognigy

  Primary Domain

  cognigy.com

  Citation Domains

  • cognigy.com
  • docs.cognigy.com

  Case Sensitive Aliases

4-ai-customer-agent-platforms-2026-07-27-models-64232fd32583

Search

A common Rank.ai web-search tool is available to all three configured models.

Gateway

Rank.ai's configured OpenRouter-compatible gateway

Not Consumer Products

Results measure the configured model/API runs, not the ChatGPT, Claude, or Gemini consumer application interfaces.

Prompt Count

16

Provider Count

3

Required Successful Runs

48

Confidence

A value of 1.0 means the complete frozen cohort passed the deterministic extraction and publication gates; it is not a statistical confidence interval.

Citation Share Denominator

Distinct answer-level HTTP(S) citation URLs whose URL-derived hostname matches any reviewed brand domain.

Presence Share Denominator

The sum of reviewed-brand answer-presences. One answer may contribute presence to multiple brands.

Mention Coverage Denominator

48 answers: all 16 prompts multiplied by 3 configured providers.

Provider Citation Share Denominator

Distinct reviewed-brand-domain citations within the named configured model API provider's 20-answer cohort.

Recommendation Presence Denominator

24 answers: recommendation-intent prompts multiplied by 3 configured providers.

Provider Mention Coverage Denominator

16 prompts for the named configured model API provider.

Provider Recommendation Presence Denominator

8 recommendation-intent prompts for the named configured model API provider.

64232fd32583

Presence means mentioned or cited in an answer to a recommendation-intent prompt. It does not claim positive recommendation, endorsement, or sentiment.