emerging · -0.9 market domain

Chatbots

Score 22.4 / 100 136 providers +22 via APIs 37 APIs Search apis.io →
Business capabilities this tag reaches
Customer Service Management 1
Variants seen in the corpus: ChatbotChatbots

Providers using this tag (136)

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

Exemplar 9 Complete, well-documented, and agent-ready
SendPulseMarketingMarketing AutomationEmailTransactional Email20 APIs72.3sitegpt-aiCompanyArtificial IntelligenceCustomer Service2 APIs69.5AdaArtificial IntelligenceCustomer ServiceAutomation4 APIs88.0OpenAILLMOpenAIArtificial IntelligenceGenerative AI16 APIs82.5Amazon LexArtificial IntelligenceConversational AINatural Language Processing16 APIs80.0CorebeeCompanyCustomer ServiceArtificial Intelligence1 API77.8Google DialogflowAgentsArtificial IntelligenceConversational AI2 APIs74.7LINEMessagingSocial LoginMini Apps9 APIs71.3KhorosLithiumCompanyMarTechCommunity121 APIs67.8
Strong 9 Solid coverage with minor gaps
Google Cloud Dialogflow CXConversational AIDialogflowGoogle Cloud1 API61.8Microsoft Power Virtual AgentsConversational AICopilot StudioMicrosoft4 APIs56.9communicate-soArtificial IntelligenceCustomer ServiceSoftware-as-a-Service1 API65.2AppsMaxCompanySoftware-as-a-ServiceMessagingBusiness Automation1 API63.4Animam.aiArtificial IntelligenceAutomationLead Generation1 API62.8Microsoft CopilotAgentsAI AssistantArtificial Intelligence1 API61.3VBOUTMarketing AutomationEmail MarketingSocial MediaLead Management2 APIs58.0TelegramBotsChatMessagingNotification1 API56.8ManyChatChat MarketingMessenger MarketingConversational CommerceMarketing Automation3 APIs54.3
Developing 29 Usable, with meaningful gaps to close
DashbotCompanyArtificial IntelligenceConversational Analytics2 APIs51.9ChatsimpleCompanyAI AgentsConversational AI2 APIs51.7StreamElementsCompanyConsumerLive StreamingCreator Economy1 API46.6CauserieArtificial IntelligenceCustomer ServiceLead Qualification1 API45.7AsyntaiArtificial IntelligenceCustomer ServiceSoftware-as-a-Service2 APIs43.4ChatfuelCompanyConversational AIMessaging3 APIs43.3TidioLive ChatCustomer ServiceArtificial Intelligence1 API42.9MavenPaymentsVoice AIFintech1 API42.7botrecipe-comCompanyBotRecipes2 APIs40.0docsbot-aiCompanyArtificial IntelligenceAutomation1 API53.6OutRivalCompanyEnterprise SaasConversational AIAI Agents2 APIs53.3Instant ReplyArtificial IntelligenceSocial MessagingLead Generation2 APIs52.2NetomiCompanyArtificial IntelligenceAI AgentsCustomer Experience1 API51.9IntercomArtificial IntelligenceCustomer ServiceMessagingConversational AI1 API51.0HilosCompanyWhatsAppMessagingAutomation1 API49.8ChatinboxCompanyCustomer CommunicationCRMWhatsApp Business API2 APIs49.4CallChatSynCompanyAI ReceptionistAnswering ServiceVoice AI1 API49.1trilo-chatArtificial IntelligenceCollaborationProductivityWorkspace1 API47.8PypestreamCompanyConversational AIAI AgentsContact Center7 APIs47.5UdeskCompanyEnterpriseCustomer ServiceCall Center5 APIs47.0CognigyCompanyConversational AIAI AgentsContact Center1 API46.2ParadoxArtificial IntelligenceCandidate ScreeningConversational AI1 API45.9weav-comArtificial IntelligenceCustomer ServiceAutomationSoftware-as-a-Service2 APIs45.6RasaCompanyArtificial IntelligenceConversational AI2 APIs45.1OrkasCompanyArtificial IntelligenceMedia1 API44.8ChatwayLive ChatArtificial IntelligenceCustomer ServiceMCP2 APIs43.0AgentCheckAI AgentsAI SafetySecurity TestingPrompt Injection2 APIs41.6DOS AIArtificial IntelligenceMessagingNo-Code1 API40.3Чип (Chip AI)CompanyArtificial IntelligenceAI Assistant1 API39.7
Thin 30 Limited public surface area
Echo AIArtificial IntelligenceSoftware-as-a-ServiceNo-Code2 APIs38.6MindlogicCompanyArtificial IntelligenceGenerative AIConversational AI1 API37.9ChatbaseArtificial IntelligenceAI AgentsCustomer Service1 API37.3ChatterLabArtificial IntelligenceGDPREuropean2 APIs35.2Bravos AIArtificial IntelligenceCustomer ServiceE-Commerce1 API34.4WATIWhatsAppMessagingCustomer Engagement1 API31.9DriftConversational MarketingSalesMessaging1 API30.8OlarkLive ChatCustomer ServiceCustomer Engagement1 API30.6BotanalyticsCompanyConversational AnalyticsVoice Assistant1 API29.9Meya.aiCompanyConversational AICustomer Service1 API27.5Custom Chat API | MirrorFlyChat APIMessagingCPaaSVoIP1 API27.0SobotCompanyEnterpriseContact CenterCustomer Service4 APIs39.0ATOMCompanyMessagingWhatsAppArtificial Intelligence2 APIs37.1Lua AICompanyArtificial IntelligenceAI AgentsAgent Platform1 API37.0AI AnyoneArtificial IntelligenceVoiceEducation1 API36.8CreedCompanyFaithReligionChristianity1 API36.8FlowiseAgentsAgent WorkflowsArtificial IntelligenceLLM1 API36.2FreshchatCustomer MessagingLive ChatCustomer ServiceConversational Engagement1 API36.2TagoveCompanyCustomer ServiceLive ChatConversational AI1 API35.8FloGPTArtificial IntelligenceVoice AgentsCRM2 APIs35.2ClerkChatCompanyAI AgentsCustomer Service1 API33.9QuiqCompanyCustomer ExperienceConversational AIContact Center1 API33.7ThroughlineArtificial IntelligenceCompanionLifestyle1 API30.9[24]7.aiCompanyCustomer ExperienceConversational AIContact Center30.0Replyr.aiCompanyArtificial IntelligenceConversational AI1 API29.2PoshArtificial IntelligenceConversational AIAI AgentsBanking1 API28.4Mybots.proCompanyAI AgentsConversational AIMessaging3 APIs28.1MainstayCompanyEducationEdTechHigher Education1 API27.7InsightEraCompanyMarketing TechnologySocial ListeningData Analytics1 API27.0flomailrCompanyArtificial IntelligenceEmailDesign1 API26.3
Emerging 33 Early or largely undocumented
CrispCustomer ServiceLive ChatHelp DeskMessaging1 API26.1GupshupMessagingWhatsAppConversational AICPaaS1 API24.1Kata.aiCompanyConversational AIAI Agents2 APIs23.2Ultimate.aiCompanyAi Enterprise SoftwareCustomer ServiceConversational AI2 APIs23.0LandbotConversational AINo-CodeWhatsApp2 APIs20.6Botco.aiAI AgentsHealthcarePharmaceuticals1 API19.7BotSocietyCompanyConversational AIVoice Assistant1 API16.4FlowGPTCompanyFrontier TechArtificial IntelligenceGenerative AI16.0AtendioWhatsAppArtificial IntelligenceBusiness14.8Talk-A-BotCompanyConversational AIEnterprise Software14.6ChaiCompanyArtificial IntelligencePlatform11.5EdSightsCompanyEducationHigher EducationStudent Success11.3Gram (by Speakeasy)CompanyArtificial IntelligenceConversational AI2 APIs26.0ChatwikArtificial IntelligenceAI AgentsLive Chat1 API24.3Rakuten ViberCompanyMessagingCommunications4 APIs24.1GramForgeArtificial IntelligenceNo-CodeTelegram1 API23.6Foyer TechArtificial IntelligenceProductivityBrowser Extension22.3imbeeCompanyEnterpriseMessagingOmnichannel21.4PolimorphicCompanyGovTechGovernmentArtificial Intelligence21.1BoostedChatCustomer EngagementSoftware-as-a-ServiceMarketing1 API20.1Woebot HealthMental HealthDigital TherapeuticsCBT1 API19.6Satisfi LabsCompanyConversational AIAI Agents18.8Send4 TecnologiaCompanyLead QualificationSMS17.3Chai ResearchCompanyArtificial IntelligenceLLMConversational AI15.5muffintechCompanyInsuranceInsurtechArtificial Intelligence15.1WhelpCompanyCustomer ServiceOmnichannelMessaging15.1CashflowFinanceArtificial IntelligencePersonal Finance1 API14.2JigsawMessagingCollaborationArtificial Intelligence1 API14.0GoSky AICompanyConversational MarketingSocial CRM13.2Cantina AICompanyArtificial IntelligenceSocialConsumer12.7SillyTavern AIArtificial IntelligenceOpen SourceRolePlaying1 API12.4YanaCompanyMental HealthEmotional WellnessAI Companion12.0Slingshot AICompanyMental HealthArtificial IntelligenceHealthcare11.1
Minimal 25 Almost no public developer surface
MindMeld *CompanyArtificial IntelligenceConversational AI10.9TrainMyAICompanyArtificial IntelligenceRAG1 API10.6ImpersonCompanyConversational AICustomer Service10.3ReplikaArtificial IntelligenceCompanionConsumer9.6GO AI ChatArtificial IntelligenceImage GenerationVideo Generation7.1GridbertEnergyMCPAustria1 API3.7MindsayCompanyArtificial IntelligenceConversational AI2.1AllyOCompanyHuman ResourcesRecruitingConversational AI2.0Abe AICompanyConversational AIFinancial ServicesBanking1.8GMSCommunicationsCPaaSMessagingEmail1.7coupleCompanyArtificial IntelligenceAI Companion9.7LuziaCompanyArtificial IntelligenceAI Assistant9.742MaruCompanyArtificial IntelligenceMachine LearningNatural Language Processing8.7JarvieCompanyAI AssistantMessagingiMessage8.7Character.AIArtificial IntelligenceLLMPersonas7.3GetCoreAI Consulting1 API6.3Yellow.aiCompanyArtificial IntelligenceConversational AI5.6ClincCompanyConversational AINatural Language ProcessingVirtual Assistant5.2deepgent-netE-CommerceMulti-Tenant1 API2.9KiwilogicCompanyConversational AINatural Language Processing2.9AssistCompanyConversational CommerceMessaging2.6GoatChat AICompanyArtificial IntelligenceConversational AI2.1Reply.aiCompanyConversational AICustomer ExperienceCustomer Service2.1Mya SystemsCompanyHuman ResourcesRecruitingConversational AI2.0ToyTalkCompanyConversational AIVoice0.0
Unrated 1 Not yet scored
PonchoCompanyWeatherMessaging

APIs with this tag (37)

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 5 Complete, well-documented, and agent-ready
Microsoft Copilot Studio API (formerly Power Virtual Agents)API for building, managing, and deploying AI agents and conversational chatbots. Power Virtual Agents has b...73.5Oracle Digital Assistant REST APIREST APIs for managing Oracle Digital Assistant instances, skills, digital assistants, channels, conversati...70.4Einstein Bot APIAPI for building and managing AI-powered chatbots for customer service.70.3sitegpt-ai Chatbot APIAPIs to manage different chatbots. APIs include `Fetching All Chatbots`, `Creating New Chatbot`, Fetching O...69.5sitegpt-ai Chatbots APIThe Chatbots API from sitegpt-ai — 7 operation(s) for chatbots.69.5
Strong 7 Solid coverage with minor gaps
LuckPanda Chatbot APISupport tickets (D147). The rest of the chatbot module has REST routes whose bodies are its tool inputs in ...62.6ArthurAI Chatbot APIThe Chatbot API from ArthurAI — 2 operation(s) for chatbot.62.3ServiceNow Virtual Agent Bot Integration APIThe ServiceNow Virtual Agent Bot Integration API provides REST endpoints for integrating external messaging...61.9Zoom Chatbot APIThe Zoom Chatbot API enables chatbots to send and receive messages, respond to user inputs, and perform act...57.1Zoom Virtual Agent APIThe Zoom Virtual Agent API enables developers to build AI-powered chatbot solutions for websites, providing...57.1Copilot Studio Direct Line APIThe Copilot Studio Direct Line API enables custom applications to communicate with bots built in Microsoft ...56.9Messenger Platform APIBuild messaging experiences on Facebook Messenger including chatbots, rich media messages, and customer ser...56.7
Developing 13 Usable, with meaningful gaps to close
LSEG Messenger Bot SDKSDK for building intelligent, compliant messaging bots within the LSEG Messenger platform. Enables sending,...53.3Sendbird AI Chatbot APIThe Sendbird AI Chatbot API enables building and deploying AI-powered chatbots within chat applications, su...52.1Expertise AI Zapier / Leads APIThe only publicly documented HTTP endpoints Chatsimple (now Expertise AI) publishes. Documented on the Zapi...51.7Zoca Chatbot APIThe chatbot API from Zoca — 82 operation(s) for chatbot.49.5PeopleSoft Chatbot APIChatbot integration operations47.9VCV Chatbot APIThe chatbot API from VCV — 2 operation(s) for chatbot.47.6Udesk Robot (GaussMind) APIBot platform API for applications and robots, FAQ knowledge bases, bot sessions, task-flow entities, extern...47.0Causerie Chatbots APIThe Chatbots API from Causerie — 1 operation(s) for chatbots.45.7Ex-Human Chatbot APIThe chatbot API from Ex-Human — 3 operation(s) for chatbot.43.5Dixa Chatbots APIThe Chatbots API from Dixa — 13 operation(s) for chatbots.42.9iX Hello Customer v2 Universal Messaging APIHeadless flow-execution API for iX Hello Customer v2. Starts a stateful conversational session against an a...42.4Bitrix24 Chatbots APIThe Chatbots API from Bitrix24 — 66 operation(s) for chatbots.41.7Spring AI APISpring AI provides a Spring-friendly API and abstractions for building AI-powered applications. It offers a...40.2
Thin 6 Limited public surface area
Chatbase Chatbots APICreate, retrain, configure, list, and delete chatbots/agents.37.3Creed Chatbot APIThe chatbot API from Creed — 7 operation(s) for chatbot.36.8EstateTrace Chatbot APIThe Chatbot API from EstateTrace — 2 operation(s) for chatbot.36.5WATI WhatsApp Business APITenant-scoped REST API for sending WhatsApp template and session messages, managing contacts, assigning ope...31.9Picker Chatbot APIThe chatbot API from Picker — 1 operation(s) for chatbot.30.1MirrorFly Chat Platform APIToken-authenticated REST API for building in-app chat, split into User APIs and Admin APIs (users, contacts...27.0
Emerging 6 Early or largely undocumented
ChatwikChatwik's publicly consumable surfaces: an llms.txt / llms-full.txt agent-native discovery file and product...24.3Ultimate.ai Public API (legacy, retired)The original Ultimate.ai Public API on chat.ultimate.ai - Chat Automation (POST /api/v2/automation), Intent...23.0Zendesk AI Agents API (formerly Ultimate.ai)Successor API surface of the Ultimate.ai platform after the Zendesk acquisition - Chat, Ticket, and Widget ...23.0Landbot Platform APIREST API for managing Landbot resources including channels, customers, customer fields, message hooks, webh...20.6IBM Watson AssistantBuild, train, and deploy conversational interactions into any application, device, or channel. Create AI-po...18.5UBIX ChatUBIX APIConversational AI API enabling natural language interaction with enterprise data and AI models. Supports it...18.0

Companies reaching this through an API (22)

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 EstateTrace Ex-Human IBM Watson LuckPanda 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
57.6
log-scaled weighted occurrences
Breadth
1.8
spread across providers
Quality lift
31.8
mean composite of providers using it
Cohesion
7.8
strength of nearest seed neighbor

Where this tag sits

Conversational AI broader

Related tags

Conversational AI 67 co-occurrences Customer Service 46 co-occurrences WhatsApp 19 co-occurrences Messaging 43 co-occurrences Omnichannel 11 co-occurrences Live Chat 9 co-occurrences Contact Center 14 co-occurrences Customer Engagement 13 co-occurrences

Where this tag comes from

Provider tag136
Api tag37
Openapi tag10
Openapi op tag32

Cohort brief

Auto-generated

The 125 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
125
of 136 in the catalog
Mean Kin Score
31.9
+7.8 vs catalog 24.1
Mean Agent Readiness
19.7
+5.6 vs catalog 14.1
Spread
0–88
median 30 · σ 20.3
How the 125 split by band
Exemplar 8Strong 8Developing 26Thin 30Emerging 31Minimal 22
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Access Clarity 41.5 30 +11.5 125
Developer Ergonomics 33.1 24.5 +8.6 125
Contract Quality 25.9 18.6 +7.3 125
Operational Transparency 19.2 13.2 +6 125
Discoverability 63 59.1 +3.9 125
Contract Governance 13.5 9.7 +3.8 125

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) 20% 18% +2
MCP server (first-party) 21% 16% +5
Agent Skills 0% 0% 0
OAuth scopes 15% 13% +2
Security 98% 99% -1
Arazzo workflows 2% 1% +1
Governance rules 47% 36% +11

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 Ada 88
  2. 2 OpenAI 82.5
  3. 3 Amazon Lex 80
  4. 4 Corebee 77.8
  5. 5 Google Dialogflow 74.7
  6. 6 SendPulse 72.3
  7. 7 LINE 71.3
  8. 8 sitegpt-ai 69.5
  9. 9 Khoros 67.8
  10. 10 communicate-so 65.2
Top by Agent Readiness
  1. 1 sitegpt-ai 66.2
  2. 2 Corebee 61.3
  3. 3 OpenAI 58.4
  4. 4 Causerie 58
  5. 5 communicate-so 55
  6. 6 SendPulse 54.5
  7. 7 Animam.ai 53.7
  8. 8 trilo-chat 48.4
  9. 9 LINE 47.9
  10. 10 Ada 47.4
All 136 members of this roster resolve to a provider in the catalog; 125 carry a score (92%). The figures above describe the scored members only.
Coverage caveat. 94 of 125 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 14 November 2026, across 41591 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.

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  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
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  • 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.
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