7Learnings

7Learnings GmbH is a Berlin- and New York-based retail AI company, founded in 2019 by Felix Hoffmann, Eiko van Hettinga and Martin Nowak, whose platform applies predictive pricing and demand forecasting to B2C retail. Machine-learning models forecast the sales, revenue and profit impact of every candidate price, and the platform pushes optimized price, promotion, performance-marketing and ordering decisions back into the retailer's commerce stack. It ships as single-tenant SaaS on Google Cloud with a published data-integration contract rather than a public REST API: input arrives over BigQuery, Snowflake, Fabric, GCS, S3, Azure Blob, SFTP/FTPS/HTTPS or vendor connectors, and output is written back to commercetools, Tradebyte, Plentymarkets, Shopify, Scayle or Salesforce Commerce Cloud. It raised a EUR 10M+ Series B led by Acton Capital in May 2025 and is SOC 2 Type II and ISO/IEC 27001:2022 certified.

7Learnings is profiled on the APIs.io network. Tagged areas include Company, Retail, Pricing, Price Optimization, and Predictive Pricing.

7Learnings’ developer surface includes documentation, engineering blog, support, signup flow, changelog, authentication, and 29 more developer resources.

🌐 Visit website 📡 Source on GitHub

30.3/100 thin ▬ flat Agent 19/100 agent aware Front door AI 5/6 prominent Full breakdown ↓
scored 2026-09-25 · rubric v0.23.0

0 APIs 1 MCP Servers

Company Retail Pricing Price OptimizationPredictive PricingDemand Forecasting Machine Learning E-Commerce Performance Marketing Data Integration Germany Software-as-a-Service

Kin Score

Kin Score How this is scored →
scored 2026-09-25 · rubric v0.23.0

Composite quality — 30.3/100 · thin

Contract Quality 0.0 / 21

Developer Ergonomics 6.5 / 17

Access Clarity 5.4 / 17

Operational Transparency 3.2 / 11

Contract Governance 3.4 / 10

Discoverability 4.5 / 9

Regulatory Posture 5.7 / 15

Agent readiness — 19/100 · 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 7 / 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 0 / 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/7learnings: 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 →

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

7Learnings MCP (WordPress MCP Adapter)

MCP SERVER

Pricing Plans 1

Published pricing tiers and plan structures.

7Learnings Plans Pricing

0 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

7Learnings Rate Limits

0 limits

RATE LIMITS

Security Posture 4

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

7Learnings Authentication

3 schemes

SECURITY

7Learnings Domain Security

TLSv1.3 · DNSSEC · DMARC

SECURITY

7Learnings Vulnerability Disclosure

Hackerone

SECURITY

7Learnings Trust Center

SOC 2 Type II, ISO/IEC 27001:2022, GDPR

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

7Learnings Scopes

OAuth 2.0 · no documented scopes

0 scopes

SCOPES

Resources

Get Started 2

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

SignUp

SignUp

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

WellKnown

WellKnown

MCPServer

MCPServer

LLMsTxt

LLMsTxt

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Vocabulary

Lifecycle

Vocabulary

DataModel

Conventions

Conformance

Build 2

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Packages

Packages

Access & Security 7

Authentication, authorization, and security posture

DomainSecurity

TrustCenter

Compliance

Security

Authentication

OAuthScopes

VulnerabilityDisclosure

VulnerabilityDisclosure

Scroll for all 7

Operate 5

Status, limits, changes, and where to get help

Support

Contact

ChangeLog

ChangeLog

RateLimits

Commercial 2

Pricing, plans, and the legal terms of use

PrivacyPolicy

PrivacyPolicy

Plans

Plans

Company 6

The organization behind the API

Website

Blog

BlogRSS

Partners

Newsroom

Careers

Other 1

Properties that don't map to a standard resource type

CaseStudies

CaseStudies

Source (apis.yml)

aid: 7learnings
name: 7Learnings
description: '7Learnings GmbH is a Berlin- and New York-based retail AI company, founded in 2019 by Felix Hoffmann, Eiko van
  Hettinga and Martin Nowak, whose platform applies predictive pricing and demand forecasting to B2C retail. Machine-learning
  models forecast the sales, revenue and profit impact of every candidate price, and the platform pushes optimized price,
  promotion, performance-marketing and ordering decisions back into the retailer''s commerce stack. It ships as single-tenant
  SaaS on Google Cloud with a published data-integration contract rather than a public REST API: input arrives over BigQuery,
  Snowflake, Fabric, GCS, S3, Azure Blob, SFTP/FTPS/HTTPS or vendor connectors, and output is written back to commercetools,
  Tradebyte, Plentymarkets, Shopify, Scayle or Salesforce Commerce Cloud. It raised a EUR 10M+ Series B led by Acton Capital
  in May 2025 and is SOC 2 Type II and ISO/IEC 27001:2022 certified.'
image: https://7learnings.com/wp-content/uploads/2024/02/7learnings-logo-dark.svg
url: https://raw.githubusercontent.com/api-evangelist/7learnings/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
specificationVersion: '0.20'
created: '2026-09-05'
modified: '2026-09-05'
tags:
- Company
- Retail
- Pricing
- Price Optimization
- Predictive Pricing
- Demand Forecasting
- Machine Learning
- E-Commerce
- Performance Marketing
- Data Integration
- Germany
- Software-as-a-Service
tags_raw:
- Company
- Retail
- Pricing
- Price Optimization
- Predictive Pricing
- Demand Forecasting
- Machine Learning
- Ecommerce
- Performance Marketing
- Data Integration
- Germany
- SaaS
- Machine-Learning
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DomainSecurity
  url: security/7learnings-domain-security.yml
- type: Website
  url: https://7learnings.com/
- type: DeveloperPortal
  url: https://7learnings.com/developer/
- type: Documentation
  url: https://7learnings.com/docs/
- type: Blog
  url: https://7learnings.com/blog/
- type: BlogRSS
  url: https://7learnings.com/feed/
- type: Support
  url: https://7learnings.com/faq/
- type: SignUp
  url: https://7learnings.com/demo/
- type: PrivacyPolicy
  url: https://7learnings.com/privacy-policy/
- type: Contact
  url: https://7learnings.com/legal-notice/
- type: GitHubOrganization
  url: https://github.com/7Learnings
- type: TrustCenter
  url: https://app.eu.vanta.com/7learnings.com/trust/7hxwl4mmwiq3njsehrfi4z
- type: Compliance
  url: https://7learnings.com/security-compliance-data-protection/
- type: Security
  url: https://7learnings.com/security-compliance-data-protection/
- type: Partners
  url: https://7learnings.com/partners/
- type: CaseStudies
  url: https://7learnings.com/case-studies/
- type: Vocabulary
  url: https://7learnings.com/pricing-glossary/
- type: Newsroom
  url: https://7learnings.com/newsroom/
- type: Careers
  url: https://7learnings.com/career/
- type: ChangeLog
  url: https://7learnings.com/changelog/
- type: ChangeLog
  url: changelog/7learnings-changelog.yml
- type: Lifecycle
  url: lifecycle/7learnings-lifecycle.yml
- type: Vocabulary
  url: vocabulary/7learnings-vocabulary.yml
- type: DataModel
  url: data-model/7learnings-data-model.yml
- type: Conventions
  url: conventions/7learnings-conventions.yml
- type: Authentication
  url: authentication/7learnings-authentication.yml
- type: OAuthScopes
  url: scopes/7learnings-scopes.yml
- type: Conformance
  url: conformance/7learnings-conformance.yml
- type: WellKnown
  url: well-known/7learnings-well-known.yml
- type: MCPServer
  url: mcp/7learnings-mcp.yml
- type: LLMsTxt
  url: llms/7learnings-llms.txt
- type: Packages
  url: packages/7learnings-packages.yml
- type: Plans
  url: plans/7learnings-plans-pricing.yml
- type: RateLimits
  url: rate-limits/7learnings-rate-limits.yml
- type: VulnerabilityDisclosure
  url: security/7learnings-vulnerability-disclosure.yml
x-enrichment:
  date: '2026-09-05'
  status: enriched
  artifacts_added: 19
  pass: local-v3
x-coverage:
  state: covered
  reason: covered
  detail: Fully profiled from the provider's own public surface, and the honest headline is that 7Learnings ships no public
    API contract - integration is per-customer batch data exchange described in a published 25-page Initial Data Request specification,
    and the only live HTTP protocol surface on the domain is an OAuth-gated MCP endpoint at https://7learnings.com/wp-json/mcp/mcp-oauth-server
    whose tools/list returns 401.
  evidence:
  - url: https://7learnings.com/developer/
    status: 200
  - url: https://app-static-7l.storage.googleapis.com/latest/7Learnings_initial_data_request.pdf
    status: 200
  - url: https://7learnings.com/.well-known/oauth-protected-resource
    status: 200
  - url: https://7learnings.com/wp-json/mcp/mcp-oauth-server
    status: 401
  - url: https://7learnings.com/openapi.json
    status: 404
  - url: https://7learnings.com/llms.txt
    status: 404
  checked: '2026-09-05'

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