established · 0.3 market domain

Chatbots

Score 24.3 / 100 94 providers +20 via APIs 33 APIs Search apis.io →
Business capabilities this tag reaches
Customer Service Management 1
Variants seen in the corpus: ChatbotChatbots

Providers using this tag (94)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 6 Complete, well-documented, and agent-ready
OpenAILLMOpenAIArtificial IntelligenceGenerative AI16 APIs84.8AdaArtificial IntelligenceCustomer ServiceAutomation4 APIs84.4Amazon LexArtificial IntelligenceConversational AINatural Language Processing4 APIs78.1LINEMessagingSocial LoginMini Apps9 APIs71.8SendPulseMarketingMarketing AutomationEmailTransactional Email20 APIs69.5Google DialogflowAgentsArtificial IntelligenceConversational AI2 APIs67.4
Strong 3 Solid coverage with minor gaps
AppsMaxCompanySoftware-as-a-ServiceMessagingBusiness Automation1 API61.7KhorosLithiumCompanyMarTechCommunity28 APIs60.4VBOUTMarketing AutomationEmail MarketingSocial MediaLead Management2 APIs54.8
Developing 20 Usable, with meaningful gaps to close
ClaudeArtificial IntelligenceConversational AIGenerative AI1 API53.6ChatsimpleCompanyAI AgentsConversational AI2 APIs53.5Microsoft CopilotAgentsAI AssistantArtificial Intelligence1 API52.8IntercomArtificial IntelligenceCustomer ServiceCustomer SupportMessaging1 API51.7DashbotCompanyAi MlConversational Analytics2 APIs50.4NetomiCompanyArtificial IntelligenceAI AgentsCustomer Experience1 API50.0OutRivalCompanyEnterprise SaasConversational AIAI Agents2 APIs49.7UdeskCompanyEnterpriseCustomer ServiceCall Center5 APIs49.5HilosCompanyWhatsAppMessagingAutomation1 API48.6TidioLive ChatCustomer ServiceArtificial Intelligence1 API48.6CognigyCompanyConversational AIAI AgentsContact Center1 API47.0ManyChatChat MarketingMessenger MarketingConversational CommerceMarketing Automation3 APIs46.6FlowiseAgentsAgent WorkflowsArtificial IntelligenceLLM1 API45.8StreamElementsCompanyConsumerLive StreamingCreator Economy1 API43.8ParadoxArtificial IntelligenceCandidate ScreeningConversational AI1 API43.6ChatfuelCompanyConversational AIMessaging3 APIs42.2PypestreamCompanyConversational AIAI AgentsContact Center7 APIs42.1RasaCompanyArtificial IntelligenceConversational AI2 APIs42.1AgentCheckAI AgentsAI SafetySecurity TestingPrompt Injection2 APIs41.4Google Cloud Dialogflow CXConversational AIDialogflowGoogle Cloud1 API41.3
Thin 21 Limited public surface area
ATOMCompanyMessagingWhatsAppArtificial Intelligence2 APIs37.4ChatbaseArtificial IntelligenceAI AgentsCustomer Support1 API37.1Lua AICompanyArtificial IntelligenceAI AgentsAgent Platform1 API36.9TagoveCompanyCustomer SupportLive ChatConversational AI1 API36.8Microsoft Power Virtual AgentsConversational AICopilot StudioMicrosoft4 APIs36.3MindlogicCompanyAi MlGenerative AIConversational AI1 API35.7SobotCompanyEnterpriseContact CenterCustomer Service4 APIs35.2FreshchatCustomer MessagingLive ChatCustomer SupportConversational Engagement1 API34.7CreedCompanyFaithReligionChristianity1 API33.8DriftConversational MarketingSalesMessaging1 API32.1GupshupMessagingWhatsAppConversational AICPaaS1 API32.0QuiqCompanyCustomer ExperienceConversational AIContact Center1 API31.6WATIWhatsAppMessagingCustomer Engagement1 API30.4BotanalyticsCompanyConversational AnalyticsVoice Assistant1 API30.2[24]7.aiCompanyCustomer ExperienceConversational AIContact Center29.0CrispCustomer ServiceLive ChatHelp DeskMessaging1 API29.0OlarkLive ChatCustomer SupportCustomer Engagement1 API28.8Meya.aiCompanyConversational AICustomer Support1 API28.7LandbotConversational AINo-CodeWhatsApp2 APIs28.4PoshArtificial IntelligenceConversational AIAI AgentsBanking1 API27.6MainstayCompanyEducationEdTechHigher Education1 API26.3
Emerging 21 Early or largely undocumented
InsightEraCompanyMarketing TechnologySocial ListeningData Analytics2 APIs26.0Custom Chat API | MirrorFlyChat APIMessagingCPaaSVoIP1 API25.9Replyr.aiCompanyArtificial IntelligenceConversational AI1 API25.6ChatwikArtificial IntelligenceAI AgentsLive Chat1 API24.2Ultimate.aiCompanyAi Enterprise SoftwareCustomer SupportConversational AI2 APIs23.6imbeeCompanyEnterpriseMessagingOmnichannel22.9Kata.aiCompanyConversational AIAI Agents2 APIs22.9Mybots.proCompanyAI AgentsConversational AIMessaging3 APIs21.9Woebot HealthMental HealthDigital TherapeuticsCBT1 API21.6Satisfi LabsCompanyConversational AIAI Agents20.2Botco.aiAI AgentsHealthcarePharmaceuticals1 API18.4BotSocietyCompanyConversational AIVoice Assistant1 API16.0PolimorphicCompanyGovTechGovernmentArtificial Intelligence15.1WhelpCompanyCustomer SupportOmnichannelMessaging15.0FlowGPTCompanyFrontier TechArtificial IntelligenceGenerative AI14.6muffintechCompanyInsuranceInsurtechArtificial Intelligence14.3Talk-A-BotCompanyConversational AIEnterprise Software13.4ImpersonCompanyConversational AICustomer Support12.9Chai ResearchCompanyArtificial IntelligenceLLMConversational AI12.4GoSky AICompanyConversational MarketingSocial CRM12.4Cantina AICompanyArtificial IntelligenceSocialConsumer12.2
Minimal 22 Almost no public developer surface
MindMeld *CompanyArtificial IntelligenceConversational AI10.7YanaCompanyMental HealthEmotional WellnessAI Companion10.5ReplikaArtificial IntelligenceCompanionConsumer10.3Character.AIArtificial IntelligenceLLMPersonas10.2EdSightsCompanyEducationHigher EducationStudent Success10.142MaruCompanyArtificial IntelligenceMachine LearningNatural Language Processing9.6Slingshot AICompanyMental HealthArtificial IntelligenceHealthcare9.2LuziaCompanyArtificial IntelligenceAI Assistant9.1coupleCompanyArtificial IntelligenceAI Companion8.6JarvieCompanyAI AssistantMessagingiMessage7.8ClincCompanyConversational AINatural Language ProcessingVirtual Assistant4.9KiwilogicCompanyConversational AINatural Language Processing4.1AssistCompanyConversational CommerceMessaging3.8MindsayCompanyAi MlConversational AI3.4GoatChat AICompanyArtificial IntelligenceConversational AI3.3AllyOCompanyHuman ResourcesRecruitingConversational AI2.9Reply.aiCompanyConversational AICustomer ExperienceCustomer Service2.5Yellow.aiCompanyArtificial IntelligenceConversational AI2.5Abe AICompanyConversational AIFinancial ServicesBanking2.4GMSCommunicationsCPaaSMessagingEmail2.0Mya SystemsCompanyHuman ResourcesRecruitingConversational AI2.0ToyTalkCompanyConversational AIVoice0.0
Unrated 1 Not yet scored
PonchoCompanyWeatherMessaging

APIs with this tag (32)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Exemplar 3 Complete, well-documented, and agent-ready
Einstein Bot APIAPI for building and managing AI-powered chatbots for customer service.71.9Microsoft Copilot Studio API (formerly Power Virtual Agents)API for building, managing, and deploying AI agents and conversational chatbots. Power Virtual Agents has b...71.1ServiceNow Virtual Agent Bot Integration APIThe ServiceNow Virtual Agent Bot Integration API provides REST endpoints for integrating external messaging...67.5
Strong 5 Solid coverage with minor gaps
Oracle Digital Assistant REST APIREST APIs for managing Oracle Digital Assistant instances, skills, digital assistants, channels, conversati...66.0ArthurAI Chatbot APIThe Chatbot API from ArthurAI — 2 operation(s) for chatbot.58.7Messenger Platform APIBuild messaging experiences on Facebook Messenger including chatbots, rich media messages, and customer ser...58.0Zoom Chatbot APIThe Zoom Chatbot API enables chatbots to send and receive messages, respond to user inputs, and perform act...55.8Zoom Virtual Agent APIThe Zoom Virtual Agent API enables developers to build AI-powered chatbot solutions for websites, providing...55.8
Developing 9 Usable, with meaningful gaps to close
Expertise AI Zapier / Leads APIThe only publicly documented HTTP endpoints Chatsimple (now Expertise AI) publishes. Documented on the Zapi...53.5PeopleSoft Chatbot APIChatbot integration operations50.9Udesk Robot (GaussMind) APIBot platform API for applications and robots, FAQ knowledge bases, bot sessions, task-flow entities, extern...49.5LSEG Messenger Bot SDKSDK for building intelligent, compliant messaging bots within the LSEG Messenger platform. Enables sending,...49.3Dixa Chatbots APIThe Chatbots API from Dixa — 13 operation(s) for chatbots.46.5Sendbird AI Chatbot APIThe Sendbird AI Chatbot API enables building and deploying AI-powered chatbots within chat applications, su...45.8Zoca Chatbot APIThe chatbot API from Zoca — 82 operation(s) for chatbot.44.5Spring AI APISpring AI provides a Spring-friendly API and abstractions for building AI-powered applications. It offers a...44.4VCV Chatbot APIThe chatbot API from VCV — 2 operation(s) for chatbot.41.2
Thin 9 Limited public surface area
Bitrix24 Chatbots APIThe Chatbots API from Bitrix24 — 66 operation(s) for chatbots.38.7iX Hello Customer v2 Universal Messaging APIHeadless flow-execution API for iX Hello Customer v2. Starts a stateful conversational session against an a...37.9Chatbase Chatbots APICreate, retrain, configure, list, and delete chatbots/agents.37.1Copilot Studio Direct Line APIThe Copilot Studio Direct Line API enables custom applications to communicate with bots built in Microsoft ...36.3Creed Chatbot APIThe chatbot API from Creed — 7 operation(s) for chatbot.33.8Ex-Human Chatbot APIThe chatbot API from Ex-Human — 3 operation(s) for chatbot.33.0WATI WhatsApp Business APITenant-scoped REST API for sending WhatsApp template and session messages, managing contacts, assigning ope...30.4Picker Chatbot APIThe chatbot API from Picker — 1 operation(s) for chatbot.28.5Landbot Platform APIREST API for managing Landbot resources including channels, customers, customer fields, message hooks, webh...28.4
Emerging 6 Early or largely undocumented
MirrorFly Chat Platform APIToken-authenticated REST API for building in-app chat, split into User APIs and Admin APIs (users, contacts...25.9ChatwikChatwik's publicly consumable surfaces: an llms.txt / llms-full.txt agent-native discovery file and product...24.2Ultimate.ai Public API (legacy, retired)The original Ultimate.ai Public API on chat.ultimate.ai - Chat Automation (POST /api/v2/automation), Intent...23.6Zendesk AI Agents API (formerly Ultimate.ai)Successor API surface of the Ultimate.ai platform after the Zendesk acquisition - Chat, Ticket, and Widget ...23.6UBIX ChatUBIX APIConversational AI API enabling natural language interaction with enterprise data and AI models. Supports it...22.1IBM Watson AssistantBuild, train, and deploy conversational interactions into any application, device, or channel. Create AI-po...19.3

Companies reaching this through an API (20)

These companies publish an API, specification or operation carrying “Chatbots” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

ArthurAI Bitrix24 Concentrix Dixa Ex-Human IBM Watson Meta Microsoft Power Platform APIs Oracle PeopleSoft Picker Refinitiv Eikon Salesforce Service Cloud APIs Sendbird ServiceNow Spring Framework UBIX Labs VCV Zoca Zoom

Score breakdown

Frequency
58.3
log-scaled weighted occurrences
Breadth
2.4
spread across providers
Quality lift
36.7
mean composite of providers using it
Cohesion
12.1
strength of nearest seed neighbor

Where this tag sits

Conversational AI broader

Related tags

Conversational AI 64 co-occurrences Customer Service 20 co-occurrences Customer Support 19 co-occurrences WhatsApp 15 co-occurrences Messaging 38 co-occurrences Live Chat 8 co-occurrences Contact Center 14 co-occurrences Omnichannel 10 co-occurrences

Where this tag comes from

Provider tag94
Api tag33
Openapi tag7
Openapi op tag23

Cohort brief

Auto-generated

The 90 providers in the APIs.io catalog tagged Chatbots, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
90
all scored
Mean Kin Score
30.8
+7.9 vs catalog 22.9
Mean Agent Readiness
17.1
+5.2 vs catalog 11.9
Spread
0–84.8
median 28.9 · σ 20
How the 90 split by band
Exemplar 6Strong 3Developing 20Thin 21Emerging 21Minimal 19
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 33.2 23.2 +10 90
Access Clarity 35.2 26.5 +8.7 90
Contract Quality 26 17.6 +8.4 90
Operational Transparency 20.3 13.7 +6.6 90
Discoverability 62.5 58.1 +4.4 90
Contract Governance 7.4 6.3 +1.1 90

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 16% 14% +2
MCP server (first-party) 14% 12% +2
Agent Skills 0% 0% 0
OAuth scopes 14% 11% +3
Security 98% 98% 0
Arazzo workflows 3% 2% +1
Governance rules 13% 14% -1

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 OpenAI 84.8
  2. 2 Ada 84.4
  3. 3 Amazon Lex 78.1
  4. 4 LINE 71.8
  5. 5 SendPulse 69.5
  6. 6 Google Dialogflow 67.4
  7. 7 AppsMax 61.7
  8. 8 Khoros 60.4
  9. 9 VBOUT 54.8
  10. 10 Claude 53.6
Top by Agent Readiness
  1. 1 OpenAI 57.1
  2. 2 SendPulse 53.6
  3. 3 Ada 47.3
  4. 4 LINE 44.9
  5. 5 Pypestream 43
  6. 6 WATI 42.1
  7. 7 Olark 42.1
  8. 8 StreamElements 37.2
  9. 9 ManyChat 35.8
  10. 10 Google Dialogflow 35.7
All 94 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 5 October 2026, across 29093 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

Every tag here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

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This tag 
curl "https://apis.io/api/v1/tags/chatbots"
All tags 
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/chatbots"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/chatbots/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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