Chattermill

Chattermill provides AI‑native Voice of Customer and feedback analysis software that unifies feedback from every source, applies Lyra AI to generate precise insights, and offers automation, reporting, and security features for enterprises seeking to turn customer data into actionable business outcomes.

Chattermill is listed with 1 API on the APIs.io network. Tagged areas include Company, AI, Voice of Customer, Feedback Analysis, and Enterprise.

Chattermill’s developer surface includes getting-started guide, documentation, API reference, engineering blog, pricing, and 14 more developer resources.

🌐 Visit website 📡 Source on GitHub
27.3/100 thin Agent 22/100 agent aware Full breakdown ↓
scored 2026-10-09 · rubric v0.23.0
1 API
CompanyAIVoice of CustomerFeedback AnalysisEnterprise

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-10-09 · rubric v0.23.0
Composite quality — 27.3/100 · thin
Contract Quality 0.0 / 21
Developer Ergonomics 5.3 / 17
Access Clarity 8.1 / 17
Operational Transparency 1.2 / 11
Contract Governance 1.7 / 10
Discoverability 4.9 / 9
Regulatory Posture 4.9 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 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 6 / 6
Protected Resource Metadata 5 / 5
Registration Without a Human 6 / 6
Agentic Commerce Well-Known Document 0 / 5
Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) 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 could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.
The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.
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 github.com/api-evangelist/chattermill: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 1

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

Chattermill API

Customer feedback analysis API referenced in documentation

Security Posture 3

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

Chattermill Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Chattermill Vulnerability Disclosure

no policy recorded

SECURITY

Chattermill Trust Center

SOC 2, ISO 27001, GDPR

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted
GettingStarted

Documentation 2

Reference material describing how the API behaves

Documentation
Documentation
 APIReference
APIReference

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt
LLMsTxt
 WellKnown
WellKnown

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Conformance
Conformance

Access & Security 6

Authentication, authorization, and security posture

Compliance
Compliance
 SecurityTxt
SecurityTxt
 Security
Security
 TrustCenter
TrustCenter
 VulnerabilityDisclosure
VulnerabilityDisclosure
 DomainSecurity
DomainSecurity

Commercial 3

Pricing, plans, and the legal terms of use

TermsOfService
TermsOfService
 PrivacyPolicy
PrivacyPolicy
 Pricing
Pricing

Company 2

The organization behind the API

Website
Website
 Blog
Blog

Other 2

Properties that don't map to a standard resource type

Hosts
Hosts
 Vendors
Vendors

Source (apis.yml)

apis.yml Raw ↑ 
aid: chattermill
name: Chattermill
image: https://cdn.prod.website-files.com/6a36b907304a6968500f05b9/6a7f2c6579555c6be68523f6_f9ab554c6ff526118cdf01238894ccb6_OpenGraph.png
description: Chattermill provides AI‑native Voice of Customer and feedback analysis software that unifies feedback from every
  source, applies Lyra AI to generate precise insights, and offers automation, reporting, and security features for enterprises
  seeking to turn customer data into actionable business outcomes.
url: https://raw.githubusercontent.com/api-evangelist/chattermill/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-08 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-08'
modified: '2026-10-08'
tags:
- Company
- AI
- Voice of Customer
- Feedback Analysis
- Enterprise
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: GettingStarted
  url: https://docs.chattermill.com/en/articles/16973573-getting-started-with-lyra-agent
- type: Compliance
  url: https://trust.chattermill.com/
- type: Conformance
  url: conformance/chattermill-conformance.yml
- type: LLMsTxt
  url: llms/chattermill-llms.txt
- type: SecurityTxt
  url: well-known/chattermill-docs-security.txt
- type: WellKnown
  url: well-known/chattermill-well-known.yml
- type: Hosts
  url: hosts/chattermill-hosts.yml
- type: Vendors
  url: vendors/chattermill-vendors.yml
- type: TermsOfService
  url: https://chattermill.com/legal/terms-of-use
- type: Security
  url: https://chattermill.com/legal/security
- type: PrivacyPolicy
  url: https://chattermill.com/legal/privacy-cookie-policy
- type: TrustCenter
  url: security/chattermill-trust-center.yml
- type: VulnerabilityDisclosure
  url: security/chattermill-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/chattermill-domain-security.yml
- type: Website
  url: https://chattermill.com
- type: Documentation
  url: https://docs.chattermill.com/en/
- type: APIReference
  url: https://apidocs.chattermill.com/?version=latest
- type: Blog
  url: https://chattermill.com/blog
- type: Pricing
  url: https://chattermill.com/pricing
apis:
- name: Chattermill API
  description: Customer feedback analysis API referenced in documentation
  humanURL: https://docs.chattermill.com/en/
  baseURL: null
  aid: chattermill:chattermill-api
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: Documentation at https://docs.chattermill.com/en/ provides HTML only and no OpenAPI or other machine‑readable contract.
  evidence:
  - url: https://docs.chattermill.com/en/
    status: 200
  checked: '2026-10-08'
x-enrichment:
  date: '2026-10-08'
  status: enriched
  artifacts_added: 15
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

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