established · 1.1 market domain

Conversational AI

Score 27.8 / 100 228 providers +15 via APIs 51 APIs Search apis.io →
Variants seen in the corpus: ConversationalConversational AI

Providers using this tag (228)

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

Exemplar 5 Complete, well-documented, and agent-ready
AdaArtificial IntelligenceCustomer ServiceChatbotsAutomation4 APIs84.4ElevenLabsArtificial IntelligenceText-to-SpeechSpeech-to-TextVoice12 APIs81.8Amazon LexArtificial IntelligenceChatbotsNatural Language Processing4 APIs78.1Boom AiCompanyArtificial IntelligenceCustomer Engagement1 API75.6Google DialogflowAgentsArtificial IntelligenceChatbots2 APIs67.4
Strong 14 Solid coverage with minor gaps
SignalWireCompanyCommunicationsCPaaSVoice4 APIs65.4AmigoCompanyArtificial IntelligenceHealthcareAI Agents2 APIs64.3GenesysCompanySoftwareContact CenterCustomer Experience1 API60.3SynthflowVoiceVoice AgentsNo-CodeTelephony1 API60.0GridspaceCompanyVoice AIVoice Agents1 API59.3SyllableCompanyArtificial IntelligenceAI AgentsVoice1 API58.8FixieCompanyVoice AIReal-Time1 API57.9ASAPPCompanyArtificial IntelligenceContact Center13 APIs57.8HatchCompanyVertical SoftwareCustomer Communication1 API57.4MoveworksCompanyArtificial IntelligenceAI AgentsAI Assistant9 APIs55.7Observe.AICompanyAi AppsContact CenterConversation Intelligence1 API54.9Kore.aiCompanyArtificial IntelligenceAgents3 APIs54.8ReplicantCompanyContact CenterCustomer Service2 APIs54.8Anam.aiCompanyAI AvatarsReal-Time Video1 API54.4
Developing 49 Usable, with meaningful gaps to close
Beyond PresenceCompanyAi Enterprise SoftwareArtificial IntelligenceAvatars1 API53.6ClaudeArtificial IntelligenceChatbotsGenerative AI1 API53.6ChatsimpleCompanyAI AgentsChatbots2 APIs53.5VoiceGenieCompanyVoice AISales Automation1 API52.4IntercomArtificial IntelligenceCustomer ServiceCustomer SupportMessaging1 API51.7PhonicCompanyArtificial IntelligenceVoice AI1 API51.7ConvaiArtificial IntelligenceCharactersNPCs10 APIs51.6CovalCompanyAI AgentsVoice AITesting20 APIs51.6ThoughtlyVoice AIChat AIAI Agents1 API51.6BluejayCompanyArtificial IntelligenceAI AgentsVoice AI1 API50.5SpekoVoiceVoice AISpeech-to-TextText-to-Speech1 API50.5NetomiCompanyArtificial IntelligenceAI AgentsCustomer Experience1 API50.0Agnost AICompanyAI AgentsAgent AnalyticsObservability1 API49.9BolnaCompanyArtificial IntelligenceVoice AI1 API49.9OutRivalCompanyEnterprise SaasAI Agents2 APIs49.7iCallAgent Public APIVoice AIvoice ai assistantVoice Agents1 API49.3FrontlineCompanyCRMAI AgentsSales Automation1 API48.6TidioLive ChatChatbotsCustomer ServiceArtificial Intelligence1 API48.6UniphoreCompanyArtificial IntelligenceAgents3 APIs48.0CognigyCompanyAI AgentsContact Center1 API47.0Tadeus APIVoice AIResearchInterviewsWorkforce2 APIs46.8DixaCustomer ServiceOmnichannelCustomer Experience1 API46.5KugelAudioVoiceText-to-SpeechSpeech SynthesisVoice AI1 API46.5NextivaCompanyCommunicationsVoiceContact Center5 APIs46.4HappyrobotAI AgentsAgent OrchestrationVoice AI2 APIs46.1TavusArtificial IntelligenceGenerative AIVideo1 API45.9PhonelyArtificial IntelligenceVoice AIVoice Agents2 APIs45.5AiseraCompanyAI AgentsITSM4 APIs45.1NeuphonicText-to-SpeechVoice AIAudioStreaming1 API43.9FiniCompanyArtificial IntelligenceAI AgentsCustomer Support1 API43.8ParadoxArtificial IntelligenceCandidate ScreeningChatbots1 API43.6KarumiCompanyAI AgentsProduct DemosSales Enablement1 API43.5LMNTText-to-SpeechVoice SynthesisVoice CloningAudio Streaming1 API43.1WaniwaniCompanyArtificial IntelligenceMCPAI Distribution1 API43.0ForethoughtArtificial IntelligenceCustomer SupportCustomer ServiceGenerative AI2 APIs42.7Marz Greta-Lock NetworkCompanyAI AgentsAgent EvaluationBenchmarking2 APIs42.4ShapesCompanyArtificial IntelligenceAI AgentsChat1 API42.4KrispCompanyArtificial IntelligenceVoice AISpeech1 API42.3ChatfuelCompanyChatbotsMessaging3 APIs42.2PypestreamCompanyAI AgentsContact Center7 APIs42.1RasaCompanyArtificial IntelligenceChatbots2 APIs42.1Google Cloud Dialogflow CXChatbotsDialogflowGoogle Cloud1 API41.3Sarj AI Developer APIVoice AIVoice AgentsArabic AI4 APIs41.3AvocaCompanyArtificial IntelligenceVoice AI1 API41.2DocketCompanyAI AgentsAgentic MarketingSales Enablement1 API41.2ConversicaCompanyArtificial IntelligenceAI Agents1 API40.2TeadsCompanyAdvertisingAdTechVideo Advertising2 APIs40.2Retell AIArtificial IntelligenceVoiceAgentsReal-Time1 API39.9GliaCompanyCustomer ServiceContact CenterBanking3 APIs39.7
Thin 52 Limited public surface area
11xCompanyArtificial IntelligenceAI AgentsSales1 API39.2CrescendoCompanyCustomer ExperienceCustomer SupportArtificial Intelligence1 API39.2DelphiCompanyArtificial IntelligenceAI ClonesDigital Minds1 API38.7DigitalGeniusCompanyCustomer ServiceE-CommerceArtificial Intelligence1 API38.3The Interaction Company Of CaliforniaCompanyAI AssistantArtificial IntelligenceAgents1 API38.3DaptaCompanyAI AgentsVoice AI38.2ConcentrixAI AgentsBusiness Process OutsourcingConsulting2 APIs37.9MoonscaleCompanyArtificial IntelligenceSalesSales Automation1 API37.6ChatbaseArtificial IntelligenceChatbotsAI AgentsCustomer Support1 API37.1Lua AICompanyArtificial IntelligenceAI AgentsAgent Platform1 API36.9AnloraCreator EconomyOnlyFansAgency ToolingAutonomous AI36.8TagoveCompanyCustomer SupportLive Chat1 API36.8AppgainCompanyMobile MarketingMarketing AutomationOmnichannel Messaging3 APIs36.7Leena AICompanyAi MlAI AgentsArtificial Intelligence5 APIs36.7RubiConnectCPaaSCommunications APIsBusiness MessagingRCS1 API36.5Microsoft Power Virtual AgentsChatbotsCopilot StudioMicrosoft4 APIs36.3Soul MachinesCompanyEnterpriseArtificial IntelligenceDigital Humans2 APIs36.0BotpressArtificial IntelligenceChatOpen Source1 API35.7MindlogicCompanyAi MlGenerative AI1 API35.7PolyaiCompanyVoice AICustomer Service1 API35.5VapiArtificial IntelligenceVoiceAgentsReal-Time1 API35.5Microsoft Bot FrameworkBotsMessagingBot Framework6 APIs35.3UberduckArtificial IntelligenceText-to-SpeechTTSVoice1 API35.0VoiceflowArtificial IntelligenceChatVoice1 API34.6Keyframe LabsCompanyArtificial IntelligenceAvatarsVideo1 API34.5Maven AGIArtificial IntelligenceAgentsCustomer SupportCustomer Experience1 API34.4TalkPushCompanyRecruitingRecruitment AutomationHuman Resources1 API34.1VocodeVoice AIVoice AgentsTelephony1 API34.0Kalpa LabsCompanySpeechText-to-SpeechVoice1 API33.7Ex-HumanCompanyArtificial IntelligenceAI Companion1 API33.0Liberate InnovationsCompanyInsuranceInsurtechArtificial Intelligence1 API33.0Bland AIArtificial IntelligenceVoiceAgentsPhone1 API32.5Hume AIArtificial IntelligenceVoiceEmpathicEmotion4 APIs32.4DriftConversational MarketingChatbotsSalesMessaging1 API32.11mindCompanyArtificial IntelligenceAI AgentsSales32.0GupshupMessagingWhatsAppCPaaS1 API32.0CrestaArtificial IntelligenceContact CenterContact Center AICCaaS1 API31.7QuiqCompanyCustomer ExperienceContact Center1 API31.6GetVocalCompanyArtificial IntelligenceVoice AI1 API31.5Inworld AIArtificial IntelligenceVoiceCharactersGames1 API31.2KustomerCustomer ServiceCRMHelp DeskMessaging1 API30.7AgoraReal-Time EngagementVoiceVideoSignaling11 APIs30.6aiOlaSpeech RecognitionSpeech-to-TextText-to-SpeechVoice AI3 APIs30.6PoppCompanyRecruitingStaffingHiring1 API29.3Google AssistantActions on GoogleGoogle AssistantNatural-Language1 API29.2[24]7.aiCompanyCustomer ExperienceContact Center29.0Meya.aiCompanyChatbotsCustomer Support1 API28.7LandbotChatbotsNo-CodeWhatsApp2 APIs28.4RimeArtificial IntelligenceVoiceTTSReal-Time1 API28.3PoshArtificial IntelligenceAI AgentsBanking1 API27.6SenselyCompanyHealthcareDigital Health1 API26.8MainstayCompanyEducationEdTechHigher Education1 API26.3
Emerging 60 Early or largely undocumented
Samora AICompanyVoice AgentsVoice AI1 API26.1Custom Chat API | MirrorFlyChat APIMessagingCPaaSVoIP1 API25.9EmaCompanyArtificial IntelligenceAgentsAI Employees1 API25.8Replyr.aiCompanyArtificial IntelligenceChatbots1 API25.6NuanceCompanySpeech RecognitionNatural Language Understanding5 APIs25.1Wit.AICompanyNatural Language ProcessingNLPSpeech Recognition1 API23.7SoundHoundVoice AIMusic RecognitionAudio Intelligence2 APIs23.6Ultimate.aiCompanyAi Enterprise SoftwareCustomer Support2 APIs23.6imbeeCompanyEnterpriseMessagingOmnichannel22.9Kata.aiCompanyChatbotsAI Agents2 APIs22.9SierraAgentsArtificial IntelligenceChat1 API22.9KleioCompanyAi DataAgentic CommerceAI Agents1 API22.0Mybots.proCompanyAI AgentsMessaging3 APIs21.9SienaCompanyArtificial IntelligenceAI AgentsCustomer Service21.6AgentIQCompanyArtificial IntelligenceBankingFinancial Services20.3Furhat RoboticsCompanyRoboticsSocial Robotics20.2Satisfi LabsCompanyAI AgentsChatbots20.2DecagonAgentsArtificial IntelligenceChat1 API20.0MihupCompanyConsumerVoice AISpeech Recognition19.8LivePersonCustomer EngagementMessagingContact Center9 APIs19.7RinglyCompanyArtificial IntelligenceVoiceCustomer Support19.4GigaCompanyArtificial IntelligenceAI AgentsVoice AI19.2Scaled CognitionArtificial IntelligenceAgentsLLMCustomer Experience1 API19.0EliseAICompanyArtificial IntelligenceProperty Management18.8RezoCompanyCustomer ExperienceContact Center18.3ParloaAgentsArtificial IntelligenceCall CenterCCaaS2 APIs17.4EchoLeadsAI voice salesAI Voice Agentscold calling automationAI SDR1 API17.0Slang AiCompanyVoice AIRestaurant16.9HireVueVideo InterviewingAssessmentAI HiringScheduling7 APIs16.8CallDeskCompanyVoice AIContact Center16.7ConverseNowCompanyVoice AIRestaurant16.6DialogusCompanyVoice AgentsAI Agents16.3Hello PatientCompanyHealthcareArtificial Intelligence16.1SpeakCompanyArtificial IntelligenceLanguage LearningEducation1 API16.1Attuned IntelligenceCompanyArtificial IntelligenceHealthcareVoice AI16.0BotSocietyCompanyChatbotsVoice Assistant1 API16.0Callab AIVoice AITelephonyContact Center1 API15.9EscaleCompanySalesArtificial IntelligenceCustomer Acquisition14.7AgentifAICompanyArtificial IntelligenceVoice14.6LastroCompanyPropTechReal EstateArtificial Intelligence14.4muffintechCompanyInsuranceInsurtechArtificial Intelligence14.3MaiCallCompanyDebt CollectionCollectionVoice AI14.1NurixCompanyArtificial IntelligenceAI Agents14.1HostieCompanyRestaurantHospitality14.0Layla AIArtificial IntelligenceTravelItinerary Planning1 API14.0ZaapiCompanyApplicative SaasChat Commerce14.0Actium HealthCompanyHealthcarePatient Engagement13.8Talk-A-BotCompanyChatbotsEnterprise Software13.4ZumaCompanyReal EstatePropTechMultifamily13.2ImpersonCompanyChatbotsCustomer Support12.9Revel Ai HealthCompanyHealthcareArtificial Intelligence12.9TolanCompanyArtificial IntelligenceAI CompanionConsumer12.6Chai ResearchCompanyArtificial IntelligenceLLM12.4CignaraCompanyArtificial IntelligenceCustomer Support12.4OutverseCompanyArtificial IntelligenceAI AgentsCustomer Support12.2Lara AICompanyHuman ResourcesEmployee ExperiencePeople Analytics12.1Vocca AiCompanyHealthcareVoice AI11.8swivlCompanySelf StoragePropTechArtificial Intelligence11.7GyantCompanyHealthcareArtificial IntelligenceVirtual Assistant11.3Robylon AICustomer SupportAI AgentsVoice1 API11.1
Minimal 47 Almost no public developer surface
SalesapeCompanyEnterpriseArtificial IntelligenceSales10.9MiaCompanyArtificial IntelligenceVoice AI10.7MindMeld *CompanyArtificial IntelligenceChatbots10.7OmneeCompanyArtificial IntelligenceCustomer SupportHomebuilding10.7Civica DigitalCompanyCivic TechnologyDigital GovernmentPublic Sector10.6OstroCompanyLife SciencesPharmaceuticalsHealthcare10.3ReplikaArtificial IntelligenceChatbotsCompanionConsumer10.3Character.AIArtificial IntelligenceLLMChatbotsPersonas10.2EdSightsCompanyEducationHigher EducationStudent Success10.1CimulateCompanyArtificial IntelligenceE-CommerceSearch10.0David AICompanyArtificial IntelligenceMachine LearningAudio Data10.0Hi MarleyCompanyInsurance TechInsuranceClaims9.8Assort HealthCompanyHealthcareHealthcare AIAI Voice Agents9.6Praktika.ai CompanyCompanyArtificial IntelligenceLanguage LearningEducation9.6IntellaCompanyArtificial IntelligenceVoice AI9.4LightberryCompanyRoboticsArtificial Intelligence9.2CoruCompanyFintechArtificial Intelligence9.1Pingo AICompanyArtificial IntelligenceLanguage LearningEducation9.1coupleCompanyArtificial IntelligenceAI CompanionChatbots8.6TomoCompanyAi AppsPersonal Assistant8.3ZapiaCompanyArtificial IntelligenceAssistant8.3BabbelLanguage LearningEducationEdTechOnline Learning7.8PraxiPalCompanyHealthcareArtificial IntelligenceVoice AI7.1HyroCompanyArtificial IntelligenceAI Agents6.2EasyWay TechnologiesCompanyHospitalityArtificial Intelligence5.9EspressiveCompanyVirtual AgentsITSM5.9ClincCompanyNatural Language ProcessingVirtual Assistant4.9Atmee.aiCompanyArtificial IntelligenceAvatars4.7KiwilogicCompanyChatbotsNatural Language Processing4.1Nuance LabsCompanyArtificial IntelligenceFoundation ModelsEmotional Intelligence4.1IconicCompanyArtificial IntelligenceGamingInteractive Storytelling3.8AirKitCompanyAutomationLow-CodeCustomer Experience3.4MindsayCompanyAi MlChatbots3.4SocratesCompanyAcquiredAI AssistantEmployee Experience3.4Talk LabsCompanyArtificial IntelligenceVoiceCorporate Training3.4Big Sur AiCompanyArtificial IntelligenceE-Commerce3.3Dot ProductCompanyAi MlArtificial IntelligenceVoice Agents3.3GoatChat AICompanyArtificial IntelligenceChatbots3.3AllyOCompanyHuman ResourcesRecruiting2.9ConverzAICompanyArtificial IntelligenceRecruitingRecruitment Automation2.8Reply.aiCompanyCustomer ExperienceCustomer Service2.5SolvvyCompanyAi AppsCustomer Support2.5Yellow.aiCompanyArtificial IntelligenceChatbots2.5Abe AICompanyFinancial ServicesBanking2.4Mya SystemsCompanyHuman ResourcesRecruiting2.0Tact.aiCompanyEnterpriseSales0.0ToyTalkCompanyVoiceChatbots0.0
Unrated 1 Not yet scored
PonchoCompanyWeatherChatbotsMessaging

APIs with this tag (49)

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
Salesforce Agentforce Agent APIThe Salesforce Agentforce Agent API is a REST API that enables developers to communicate with AI agents dir...91.0Microsoft 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 3 Solid coverage with minor gaps
Oracle Digital Assistant REST APIREST APIs for managing Oracle Digital Assistant instances, skills, digital assistants, channels, conversati...66.0GitHub Copilot Chat APIAPI for GitHub Copilot Chat interactions and conversations.65.8Microsoft Teams Bot Framework APIAPI for building conversational bots that interact with users in Microsoft Teams through the Bot Framework.56.4
Developing 9 Usable, with meaningful gaps to close
Cognigy.AI APIThe Cognigy.AI REST API for managing AI Agents throughout their lifecycle — deployment and snapshots, flow ...47.0Deepgram Voice Agent APIThe Deepgram Voice Agent API is an end-to-end solution that combines speech-to-text, LLM orchestration, and...46.1Tavus APIThe Tavus REST API powers personalized video generation and real-time Conversational Video Interface sessio...45.9Phonely Agents APIManage Phonely voice agents programmatically. Retrieve a single agent or list all agents for a user, and up...45.5Neuphonic Agent APIREST API for creating and managing conversational AI voice agents. Agents combine Neuphonic TTS with GPT-4o...43.9PlayAI Voice Agents APIThe PlayAI Voice Agents API lets developers create, configure, and run conversational AI agents that proces...42.8Docket Demand MCPDocket's hosted, read-only remote Model Context Protocol server. It exposes Demand Capture Agents and their...41.2Smallest AI Atoms (Voice Agents)The Atoms platform for building, testing, and deploying production voice agents - orchestrating Waves TTS a...41.2Teads In-Chat APIV2.0 REST API that lets chatbot and LLM publishers programmatically retrieve contextually relevant sponsore...40.2
Thin 16 Limited public surface area
iX Hello Customer v2 Outbound Calling APIPlaces outbound PSTN and SIP voice calls programmatically and runs an authored iX Hello flow on the call. T...37.9iX Hello Customer v2 Universal Messaging APIHeadless flow-execution API for iX Hello Customer v2. Starts a stateful conversational session against an a...37.9Lua Agent HTTP APIConsume a deployed Lua agent directly over HTTP — single-shot generation or real-time SSE streaming — with ...36.9Acquire Support & Conversations APIREST API for the Acquire (formerly Tagove) customer support platform: conversations/cases, messages, notes,...36.8RubiConnect MCP ServerHosted MCP server exposing 18 tools for messaging, templates, campaigns, agents, analytics, and media. Auth...36.5Copilot Studio Direct Line APIThe Copilot Studio Direct Line API enables custom applications to communicate with bots built in Microsoft ...36.3PolyAI Platform APIBuild, run and observe PolyAI voice and chat agents from your own systems. Three REST API families (Agents,...35.5Uberduck Conversational APIMint LiveKit tokens for real-time conversational AI voice calls.35.0Inspur Cloud IBot Conversational AI APIREST API for Inspur Cloud's IBot intelligent assistant — POST /qa/bot/sdk/talk for a conversation turn, /qa...34.0Cohere Chat APIThe Cohere Chat API enables developers to integrate large language model text generation capabilities into ...32.9Cresta Platform APICresta's production API host. https://api.cresta.com resolves and answers anonymously with a gRPC-JSON tran...31.7Agora Conversational AI Engine APIThe Agora Conversational AI Engine enables building voice-enabled AI agents with sub-second response times ...30.6Landbot APIchatAPI for embedding and interacting with Landbot chat sessions programmatically, enabling developers to drive...28.4Posh Platform APIPosh's customer-facing HTTP API, served from the same gateway that backs the Posh Portal. Posh describes it...27.6Sensely Platform APIThe AWS API Gateway surface behind the Sensely conversational SDKs. Observed public operations cover partne...26.8Mainstay APIAdmitHub/Mainstay REST API v1.0 for syncing student and employee records and engagement data between Mainst...26.3
Emerging 18 Early or largely undocumented
Deutsche Telekom AI StudioBuild conversational customer experiences in natural language across SMS, RCS, voice, video, and chat chann...26.0Deutsche Telekom Conversational Connect APITransform customer communications with intelligent conversational marketing across messaging channels, inte...26.0MirrorFly Chat Platform APIToken-authenticated REST API for building in-app chat, split into User APIs and Admin APIs (users, contacts...25.9Nuance Mix DLGaaS gRPC APIDialog as a Service — execute conversational dialog flows authored in Mix.dialog over a gRPC Dialog service.25.1Houndify Voice AI APIThe Houndify platform provides HTTP and WebSocket APIs that accept text or audio queries and return actiona...23.6Sierra Agent OSSierra Agent OS is the enterprise platform for building, deploying, and operating customer-facing AI agents...22.9UBIX ChatUBIX APIConversational AI API enabling natural language interaction with enterprise data and AI models. Supports it...22.1DeepEval (Confident AI)DeepEval is an open-source LLM evaluation package, paired with Confident AI as the hosted observability/eva...20.5Decagon AI Agents StudioDecagon AI Agents Studio is the enterprise platform for authoring, deploying, testing, and operating AI age...20.0LivePerson Conversation Builder APIAPIs for designing, deploying, and managing chatbots and dialog flows built with LivePerson Conversation Bu...19.7LivePerson Conversational Cloud APIComprehensive set of REST APIs for managing conversations across messaging channels, including agent operat...19.7LivePerson Intent Manager APIProgrammatic access to natural language understanding, intent recognition, and conversation classification ...19.7IBM Watson AssistantBuild, train, and deploy conversational interactions into any application, device, or channel. Create AI-po...19.3Scaled Cognition APT Agent Platform APIThe stateless RESTful API behind the Scaled Cognition Agent Builder platform, used to author, simulate, dep...19.0Parloa Agent Management Platform (AMP)The Parloa Agent Management Platform (AMP) is the primary product surface for designing, testing, scaling, ...17.4EchoLeads PlatformEchoLeads provider surfaces. The agent-native artifacts (llms.txt, llms-full.txt, security.txt) are confirm...17.0HireVue AI Hiring AgentAgentic AI surface that engages candidates conversationally, conducts structured screening, and routes qual...16.8HireVue Text Recruiting / Match and ApplySMS and chat-based candidate engagement, text recruiting, and Match and Apply flows that move candidates fr...16.8

Companies reaching this through an API (15)

These companies publish an API, specification or operation carrying “Conversational AI” 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.

Cohere Deepgram Deutsche Telekom Evals GitHub Copilot IBM Watson Inspur Cloud Microsoft Power Platform APIs Microsoft Teams Oracle PlayHT Salesforce ServiceNow Smallest AI UBIX Labs

Score breakdown

Frequency
66.8
log-scaled weighted occurrences
Breadth
5.9
spread across providers
Quality lift
35.6
mean composite of providers using it
Cohesion
17.0
strength of nearest seed neighbor

Where this tag sits

228 providers carry this tag directly, and 284 counting the 3 narrower tags below — 56 more to reach.

Chatbots 94 providers Voice Agents 33 providers AI Companion 9 providers

Related tags

Chatbots 64 co-occurrences Voice AI 58 co-occurrences Contact Center 49 co-occurrences Voice 64 co-occurrences Customer Service 30 co-occurrences Customer Support 31 co-occurrences Voice Agents 24 co-occurrences Conversations 32 co-occurrences

Where this tag comes from

Provider tag228
Api tag51
Openapi tag1
Openapi op tag1

Cohort brief

Auto-generated

The 218 providers in the APIs.io catalog tagged Conversational AI, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
218
all scored
Mean Kin Score
29.9
+7.0 vs catalog 22.9
Mean Agent Readiness
17.1
+5.2 vs catalog 11.9
Spread
0–84.4
median 30.7 · σ 17.8
How the 218 split by band
Exemplar 5Strong 14Developing 49Thin 52Emerging 59Minimal 39
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 32.1 23.2 +8.9 218
Access Clarity 35.1 26.5 +8.6 218
Contract Quality 23.9 17.6 +6.3 218
Discoverability 63.6 58.1 +5.5 218
Operational Transparency 18.6 13.7 +4.9 218
Contract Governance 7.8 6.3 +1.5 218

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) 26% 14% +12
MCP server (first-party) 24% 12% +12
Agent Skills 0% 0% 0
OAuth scopes 11% 11% 0
Security 99% 98% +1
Arazzo workflows 2% 2% 0
Governance rules 9% 14% -5

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 84.4
  2. 2 ElevenLabs 81.8
  3. 3 Amazon Lex 78.1
  4. 4 Boom Ai 75.6
  5. 5 Google Dialogflow 67.4
  6. 6 SignalWire 65.4
  7. 7 Amigo 64.3
  8. 8 Genesys 60.3
  9. 9 Synthflow 60
  10. 10 Gridspace 59.3
Top by Agent Readiness
  1. 1 Sarj AI Developer API 67.3
  2. 2 Boom Ai 63.6
  3. 3 Speko 60.5
  4. 4 Coval 59.8
  5. 5 Karumi 59.4
  6. 6 Genesys 57.4
  7. 7 Phonic 56.9
  8. 8 Synthflow 54
  9. 9 Bolna 53.6
  10. 10 ElevenLabs 52.7
All 228 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 →

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The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/conversational-ai/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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