Botanalytics

Botanalytics is a conversational analytics platform for AI chatbots and voice assistants. It helps bot builders and product teams measure engagement, understand user intents and natural-language understanding (NLU) quality, segment conversations, identify bottlenecks and drop-off points, and surface audience insights across 20+ languages and multiple messaging and voice channels (Facebook Messenger, Amazon Alexa, Microsoft Bot Framework, Samsung Bixby, and a universal channel). Conversation data is sent either through native no-code integrations, first-party SDKs (Node, Python, Java, Ruby), or a v2 REST ingestion API secured with Bearer JWT API keys. Botanalytics is backed by 500 Global.

Botanalytics publishes 1 API contract indexed on the APIs.io network: Messages API. Tagged areas include Company, Conversational Analytics, Chatbots, Voice Assistant, and Bot Analytics.

The Botanalytics catalog on APIs.io includes 1 Spectral governance ruleset.

Botanalytics’ developer surface includes documentation, API reference, getting-started guide, support, signup flow, authentication, and 18 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

31.5/100 thin ▬ flat Agent 22/100 agent aware Front door AI 4/6 moderate Heartbeat 0/100 dormant saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

1 published contract 1 Agent Skills

Company Conversational Analytics Chatbots Voice AssistantBot AnalyticsAnalytics Natural Language Understanding Developer Tools

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 31.5/100 · thin

Contract Quality 2.6 / 19

Developer Ergonomics 10.3 / 15

Access Clarity 3.6 / 15

Operational Transparency 0.3 / 10

Contract Governance 1.6 / 9

Discoverability 5.5 / 8

Regulatory Posture 3.1 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 22/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the AI & Biometrics regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link

9 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 13.9 — up to +21.5 composite points
Access Clarity scores 23.7 — up to +15.3 composite points
Operational Transparency scores 2.6 — up to +12.7 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/botanalytics/apis.yml: open an issue on github.com/api-evangelist/botanalytics to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 1

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

OpenAPI

measured — observed by APIs.io (published)

APIs 1

Individual APIs this provider publishes, each with its own machine-readable definition.

Botanalytics Messages API

The Messages API from Botanalytics — 1 operation(s) for messages.

Open Collections 1

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Botanalytics Message Ingestion Messages API

OPEN COLLECTION

Agent Skills 1

Packaged agent skills for driving this provider's APIs from an AI assistant.

Log a conversation to Botanalytics

AGENT SKILL

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Botanalytics API Rules

53 rules · 51 errors 1 warnings 1 info

SPECTRAL

OpenAPI Overlays 1

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Botanalytics Messages Overlay

2 actions · update · botanalytics-messages-openapi.yml

DERIVED

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Botanalytics Authentication

http · 1 scheme

SECURITY

Botanalytics Domain Security

TLSv1.3 · DMARC

SECURITY

Resources

Get Started 4

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

SignUp

SignUp

Login

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

X-MCPServerCandidate

X-MCPServerCandidate

AgentSkill

AgentSkill

LLMsTxt

LLMsTxt

Design & Contract 4

Pagination, idempotency, versioning, errors, and events

Conventions

ErrorCatalog

Lifecycle

Conformance

Build 4

SDKs, sample code, and the tooling you integrate with

Postman

Postman

GitHubOrganization

GitHubOrganization

Packages

Packages

SDKs

SDKs

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 1

The organization behind the API

Website

Website

Other 1

Properties that don't map to a standard resource type

Overlay

Overlay

Source (apis.yml)

aid: botanalytics
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/botanalytics.png
name: Botanalytics
description: Botanalytics is a conversational analytics platform for AI chatbots and voice assistants. It helps bot builders
  and product teams measure engagement, understand user intents and natural-language understanding (NLU) quality, segment
  conversations, identify bottlenecks and drop-off points, and surface audience insights across 20+ languages and multiple
  messaging and voice channels (Facebook Messenger, Amazon Alexa, Microsoft Bot Framework, Samsung Bixby, and a universal
  channel). Conversation data is sent either through native no-code integrations, first-party SDKs (Node, Python, Java, Ruby),
  or a v2 REST ingestion API secured with Bearer JWT API keys. Botanalytics is backed by 500 Global.
url: https://raw.githubusercontent.com/api-evangelist/botanalytics/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- 500-global
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-18'
x-docs-platform: docusaurus
x-docs-platform-confidence: medium
x-docs-platform-checked: 2026-09-20
x-docs-hosting: github-pages
tags:
- Company
- Conversational Analytics
- Chatbots
- Voice Assistant
- Bot Analytics
- Analytics
- Natural Language Understanding
- Developer Tools
tags_raw:
- Company
- Conversational Analytics
- Chatbots
- Voice Assistants
- Bot Analytics
- Analytics
- Natural Language Understanding
- Developer Tools
apis:
- aid: botanalytics:botanalytics-messages-api
  name: Botanalytics Messages API
  description: The Messages API from Botanalytics — 1 operation(s) for messages.
  humanURL: https://docs.beta.botanalytics.co/docs/integration/rest-api/overview
  baseURL: https://api.beta.botanalytics.co/v2
  tags:
  - Message
  tags_raw:
  - Messages
  properties:
  - type: OpenAPI
    url: openapi/botanalytics-messages-api-openapi.yml
  - type: Authentication
    url: authentication/botanalytics-authentication.yml
  - type: Conventions
    url: conventions/botanalytics-conventions.yml
  - type: ErrorCatalog
    url: errors/botanalytics-problem-types.yml
  - type: Conformance
    url: conformance/botanalytics-conformance.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Overlay
  url: overlays/botanalytics-messages-overlay.yaml
- type: Website
  url: https://botanalytics.co
- type: DeveloperPortal
  url: https://docs.beta.botanalytics.co/
- type: Documentation
  url: https://docs.beta.botanalytics.co/
- type: APIReference
  url: https://docs.beta.botanalytics.co/docs/integration/rest-api/overview
- type: GettingStarted
  url: https://docs.beta.botanalytics.co/docs/integration/sdks/node/getting-started
- type: Postman
  url: https://docs.beta.botanalytics.co/docs/postman/intro
- type: GitHubOrganization
  url: https://github.com/botanalytics
- type: Support
  url: https://join.slack.com/t/botanalytics-family/shared_invite/zt-1zfrciqxj-XT5pL0Pl3fDdUPxvQ~APyw
- type: SignUp
  url: https://tally.so/r/wgq9vM
- type: Login
  url: https://login.beta.botanalytics.co/login
- type: TermsOfService
  url: https://cdn.botanalytics.co/docs/terms.pdf
- type: PrivacyPolicy
  url: https://cdn.botanalytics.co/docs/privacy.pdf
- type: Packages
  url: packages/botanalytics-packages.yml
- type: SDKs
  url: packages/botanalytics-packages.yml
- type: Authentication
  url: authentication/botanalytics-authentication.yml
- type: Conventions
  url: conventions/botanalytics-conventions.yml
- type: ErrorCatalog
  url: errors/botanalytics-problem-types.yml
- type: Lifecycle
  url: lifecycle/botanalytics-lifecycle.yml
- type: Conformance
  url: conformance/botanalytics-conformance.yml
- type: X-MCPServerCandidate
  url: mcp/botanalytics-mcp.yml
  note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate — a tool list derived
    from the published API contracts, not an existing server. The scorer already read the manifest and reported mcp_server
    correctly; the MCPServer type was crediting the artifact-type surfaces with a server that does not exist.'
- type: AgentSkill
  url: skills/_index.yml
- type: LLMsTxt
  url: llms/botanalytics-llms.txt
- type: DomainSecurity
  url: security/botanalytics-domain-security.yml
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence

Botanalytics API — frequently asked questions

Does Botanalytics have an API?

Yes. APIs.io lists 1 API from Botanalytics, including Botanalytics Messages API.

Is there an OpenAPI specification for the Botanalytics API?

Yes. APIs.io indexes 1 OpenAPI specification for Botanalytics, each linked for download from this page.

How do I authenticate with the Botanalytics API?

Botanalytics uses bearer-token authentication (http · 1 scheme). The details are profiled on APIs.io as Botanalytics Authentication.

Is the Botanalytics API ready for AI agents?

Botanalytics has a Kin Score of 31.5 out of 100 (thin) and an Agent Readiness score of 22.1 (agent-aware), scored by API Evangelist on 2026-11-06.

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