About enginegraph

Enginegraph was created to solve a simple but widespread problem: business information online is fragmented, inconsistent and often incomplete. Important details sit across multiple pages, directories, platforms and documents. This makes it difficult for people and for modern AI systems to understand a business clearly.

My name is Andy McWhirter. After more than ten years working in digital marketing, I saw this pattern across hundreds of businesses. Websites provided part of the picture, directories showed another, and essential context was often missing entirely. Details such as ideal customers, limitations, pricing factors, process and service scope were rarely published in one place.

Enginegraph exists to bring this information together in a single, structured profile.

A single, structured business profile

Enginegraph provides a clear and complete overview of a business in one location. Instead of requiring AI systems to collect fragments from multiple sources, or expecting customers to navigate several pages, Enginegraph offers a consistent factual summary of how a business operates.

The purpose is clarity.
The outcome is better understanding.

Designed for accuracy and transparency

Enginegraph does not make promises about visibility or search performance. It creates the type of structured, well-organised information that the modern internet often fails to provide.

By publishing details such as:

  • ideal customer profiles

  • service scope

  • limitations and constraints

  • common use cases

  • pricing influences

  • trust signals and licensing

  • process and operational structure

a business becomes easier for both humans and AI systems to interpret accurately.

Why this matters

Current AI tools rely heavily on context and specificity. When information is vague or scattered, these systems have limited material to work with. Clear and consistent information helps reduce ambiguity and gives a more accurate representation of the business.

This benefits new businesses, established operators, local service providers and online companies alike, especially when their expertise is not fully reflected through traditional directory listings or basic website content.

A more complete way to represent your business

Enginegraph’s goal is simple. Provide a complete and transparent way for businesses to describe themselves online. The structure is designed to be helpful for people and for AI systems that need factual clarity.

Clarity helps customers make informed decisions.
Clarity reduces misunderstandings.
Clarity supports a more accurate digital environment.

Enginegraph is built for businesses that want to present themselves openly, clearly and confidently with nothing left ambiguous.