---
title: "Read one published technical guide"
method: GET
path: "/api/research/regulated-commerce/{slug}"
---

# Read one published technical guide

`GET /api/research/regulated-commerce/{slug}`

## Request

- Base URL: `https://aiwebsignals.com`
- URL: `https://aiwebsignals.com/api/research/regulated-commerce/{slug}`
- Auth: none required

## Path parameters

- `slug` 'machine-native-cannabis-websites' | 'age-gates-and-crawler-evidence' | 'policy-is-not-observation' | 'ai-referrals-vs-crawlers' | 'llms-txt-without-ranking-promises' | 'read-only-agent-interfaces' | 'public-private-data-boundaries' | 'credential-minimized-observation' | 'auditing-ai-readiness-claims' | 'benchmark-methods-and-unknowns' | 'registry-listing-vs-runtime-use' | 'confidential-pilot-methodology', required

## Response `200`

Article text, sources and synthetic example

## Other responses

- `404`: Article is not published

---

[API](https://skmtc.dev/aiwebsignals/apis/aiwebsignals-public-machine-api.md) · [All operations](https://skmtc.dev/aiwebsignals/apis/aiwebsignals-public-machine-api/llms.txt) · [OpenAPI document](https://skmtc.dev/aiwebsignals/apis/aiwebsignals-public-machine-api/revisions/43d19fab1b5f?raw)