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AI Visibility Scorecard

Malcolm Pinto Engineering Limited -

Malcolm Pinto Engineering Limited -

Unclaimed

consultpinto.com · Professional Services

Somewhat visible. AI bots can read Malcolm Pinto Engineering Limited -, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 8 times

Meta AI · Claude · Apple Intelligence

#37,390 of 489,075 in Professional Services for AI visibility

5.9

/10

AEO Score

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About Malcolm Pinto Engineering Limited -

from our crawl and measurement

Malcolm Pinto Engineering Limited - describes itself simply: "About us Featured Projects Princess Margaret Bridge We were engaged by SNC-Lavalin to act as peer reviewer for the design engineers on the refurbishment of the Princess Margaret Bridge in." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (BreadcrumbList, CollectionPage, Organization), an llms.txt file for AI models and a sitemap.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Professional Services
Last scored · Aug 9, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

7

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

6

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

No social discussion found yet.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.9/10, Malcolm Pinto Engineering Limited - has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Malcolm Pinto Engineering Limited -

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Picked for Malcolm Pinto Engineering Limited -: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/consultpinto

Cite this score: Engagemii (2026). "AEO Score for Malcolm Pinto Engineering Limited -." Retrieved from https://engagemii.com/aeo/brands/consultpinto

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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