# AI and Machine Discoverability Foundation

> Give search engines and AI systems a clearer map of your business.

Canonical page: https://sentrydigitalservices.com/services/ai-machine-discoverability-foundation/
Provider: Sentry Digital Services (https://sentrydigitalservices.com/)
Engagement: Project · Delivery options: Project · Support · Managed service
Last updated: 2026-10-07

The AI and Machine Discoverability Foundation from Sentry Digital Services gives search engines and AI systems a clear, machine-readable map of a business (structured data, canonical URLs, XML sitemaps, crawler controls and llms.txt) so they can tell important, authoritative pages from secondary or outdated ones.

We improve the machine-readable foundations of your website. Depending on the site, this can include structured data, organisation information, service information, product information, geographic information, policies, canonical URLs, XML sitemaps, crawler controls and machine-oriented site guidance such as llms.txt.

## Why it cannot be ignored

A business may have dozens, hundreds or thousands of pages and digital assets. Machines need to tell important pages from secondary content, authoritative information from outdated information, and individual services, products, locations, customer groups, policies and technical resources apart. Clear structure reduces ambiguity.

## What you get

- **Clearer machine understanding** — Improved information discovery and a stronger definition of each service and product.
- **Less duplication and ambiguity** — Authoritative pages are marked as such, so outdated or duplicate content is not mistaken for the real answer.
- **Ready for AI agent actions** — The structure that WebMCP forms and tools are built on.
- **Complex estates under control** — Improved management of large and changing website estates.

## Which websites should consider it

- **Signs you need it** — More than 50 important pages or more than 50 products or services; several locations, brands, divisions, customer groups or sectors; extensive technical documentation or article libraries; multiple languages; or a large or changing catalogue. The more there is to understand, the more structure matters.
- **B2B examples** — Manufacturers, engineering businesses, technical distributors, technology and SaaS companies, multi-division organisations, professional services, and businesses with extensive specifications or technical content. Specifications and capabilities must be read as facts, not guessed.
- **B2C examples** — Ecommerce, travel, hospitality, property, healthcare, education, franchises and multi-location consumer services. Products, prices and locations must be unambiguous to be recommended.

## Questions and answers

### What is llms.txt?

llms.txt is a plain-text guide at the root of a website that tells AI systems what the business does and which pages matter. It is one part of the AI and Machine Discoverability Foundation, alongside structured data, canonical URLs, XML sitemaps and crawler controls.

### When does a website need the AI and Machine Discoverability Foundation?

When it has more than 50 important pages or more than 50 products or services, several locations, brands or sectors, extensive technical documentation, multiple languages, or a large or changing catalogue. The more there is to understand, the more structure matters.

### How does this differ from the AI Discoverability Audit?

The AI Discoverability Audit finds out how clearly AI systems understand your business and where the gaps are. The AI and Machine Discoverability Foundation is the build work that closes those gaps in the website's machine-readable layer.

## Next step

Book a free Discovery session: https://sentrydigitalservices.com/contact/ · value@sentrydigitalservices.com · 01738 506283