# 7Learnings

> 7Learnings GmbH (Berlin and New York, founded 2019) builds a retail AI platform for
> predictive pricing. 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.

## Read this first: there is no public API

7Learnings publishes **no public REST API, no OpenAPI, no GraphQL schema and no AsyncAPI**.
Do not look for one, and do not assume an `api.7learnings.com` exists — that hostname resolves
only through a wildcard DNS record and presents no TLS certificate.

Integration is **batch data exchange**, contracted per customer:

- **In**: BigQuery, Snowflake, Microsoft Fabric (database tables); Google Cloud Storage,
  AWS S3, Azure Blob Storage, SFTP, FTPS, HTTPS (CSV or Parquet files); or vendor connectors —
  Tradebyte, Shopify, Google Shopping, Google Ads, Google Analytics, Amazon Selling Partner API,
  Amazon Ads.
- **Out**: optimized price and marketing changes as a BigQuery or Snowflake table, a CSV/Parquet
  file on GCS/S3/Azure Blob/SFTP/HTTPS, a Salesforce Commerce Cloud pricebook, or an API call
  into commercetools, Tradebyte, Plentymarkets, Shopify or Scayle Commerce Engine.

The export schema is customized per customer: "We always customize the data export format for
each customer, so that you can decide which KPIs should be in these export files."

## The real machine-readable contract

- [Initial Data Request specification (PDF, 25 pages)](https://app-static-7l.storage.googleapis.com/latest/7Learnings_initial_data_request.pdf):
  the input data specification (13 tables, column-level types and definitions), the revenue and
  profit formulas, the predicted-KPI definitions, the output data specification, and the default
  optimization rule catalogue (40+ rules). This is the document to read before any integration.
- [Developer portal](https://7learnings.com/developer/)
- [Knowledge base / documentation](https://7learnings.com/docs/) — 20 pages covering Predictions
  (Scopes, Elasticity, Forecast Variants), Optimizations (Targets, Rules, KPIs, Promotions,
  Bundles, Product Groups, Order Optimization, tRoas), Output (Output Options, Upload Scheduling,
  Upload Evaluation, Upload Filters) and Pipeline (Status, Subscriptions).
- [Changelog](https://7learnings.com/changelog/) — dated entries, no version numbers.

## Agent surfaces

- **MCP**: `https://7learnings.com/wp-json/mcp/mcp-oauth-server` is a live, OAuth-protected MCP
  endpoint served from the company's own domain. `tools/list` returns
  `401 mcp_unauthorized` — the tool set requires an authenticated introspection and is not
  published. It is the WordPress MCP Adapter on the marketing site and knowledge base; nothing
  in 7Learnings' documentation presents it as an interface to the pricing platform.
  - Authorization server metadata: https://7learnings.com/.well-known/oauth-authorization-server
  - Protected resource metadata: https://7learnings.com/.well-known/oauth-protected-resource
  - OAuth 2.0 authorization_code + refresh_token, PKCE S256, one scope: `mcp`.
- **A2A agent card**: none. `/.well-known/agent-card.json` and `/.well-known/agent.json` both 404.
- **llms.txt**: 7Learnings does not publish one. This file was generated by API Evangelist from
  the company's public surface; it is not a first-party document.

## Products

- [Price Optimization](https://7learnings.com/price-optimization/)
- [Performance Marketing Optimization](https://7learnings.com/performance-marketing-optimization/)
- [Order Optimization](https://7learnings.com/ordering-optimization/)

## Security and compliance

- [Security, Compliance & Data Protection](https://7learnings.com/security-compliance-data-protection/)
- [Trust center (Vanta, EU)](https://app.eu.vanta.com/7learnings.com/trust/7hxwl4mmwiq3njsehrfi4z)
- SOC 2 Type II; ISO/IEC 27001:2022 (Prescient Security); GDPR.
- Single-tenant on Google Cloud — a dedicated GCP project per client, VPC Service Controls,
  customer-managed encryption keys, annual penetration tests, daily dependency and container
  scanning, quarterly access review.
- Security contact: security@7learnings.com. No `/.well-known/security.txt` and no published
  vulnerability disclosure policy or bug bounty.

## Commercial

- No public pricing. `/pricing/` returns 404; the route to a number is
  [Book Demo](https://7learnings.com/demo/).
- [Privacy Policy](https://7learnings.com/privacy-policy/) ·
  [Legal notice / Imprint](https://7learnings.com/legal-notice/). No separate public terms of
  service page.
- No documented rate limits, quotas or throttles.

## Reference

- [Pricing glossary](https://7learnings.com/pricing-glossary/)
- [Blog](https://7learnings.com/blog/) · [Case studies](https://7learnings.com/case-studies/) ·
  [Guides](https://7learnings.com/guides/) · [Newsroom](https://7learnings.com/newsroom/)
- [Partners and integrations](https://7learnings.com/partners/) — 140+ connectors
- [GitHub organization](https://github.com/7Learnings) — platform-engineering open source
  (Terraform providers, a GitHub token CLI). No API client SDKs are published, anywhere.

## Optional

- [FAQ](https://7learnings.com/faq/)
- [Profit uplift calculator](https://7learnings.com/profit-uplift-calculator/)
- [Dynamic Pricing Community](https://7learnings.com/dynamic-pricing-community/)