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, Artificial Intelligence, 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 📡 Profile data on GitHub

19.7/100 emerging ▼ -8.6 Agent 19/100 agent aware Heartbeat 100/100 alive Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

1 API

Company Artificial Intelligence Voice of CustomerFeedback AnalysisEnterprise

Kin Score

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

Composite quality — 19.7/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 2.6 / 17

Access Clarity 4.7 / 17

Operational Transparency 0.6 / 11

Contract Governance 1.9 / 10

Discoverability 5.5 / 9

Regulatory Posture 4.0 / 15

Agent readiness — 19/100 · agent aware

Machine-Readable Contract 0 / 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 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

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

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/.

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

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
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)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0

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 0.0 — up to +25.0 composite points
Developer Ergonomics scores 15.5 — up to +16.9 composite points
Access Clarity scores 27.6 — up to +14.5 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/chattermill/apis.yml: open an issue on github.com/api-evangelist/chattermill 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 2

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.

OAuth 2.0 Protected Resource Metadata

measured — observed by APIs.io (verified)

Dynamic Client Registration

measured — observed by APIs.io (published)

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

SecurityTxt

Security

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)

aid: chattermill
name: Chattermill
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  probe_state: unreadable
  source:
  - security
  generated: '2026-11-06'
  method: derived
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
- Artificial Intelligence
- Voice of Customer
- Feedback Analysis
- Enterprise
tags_raw:
- 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

Chattermill API — frequently asked questions

Does Chattermill have an API?

Yes. APIs.io lists 1 API from Chattermill, including Chattermill API.

Is the Chattermill API ready for AI agents?

Chattermill has a Kin Score of 19.7 out of 100 (emerging) and an Agent Readiness score of 18.7 (agent-aware), scored by API Evangelist on 2026-11-06.

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Tools for providers

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find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
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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