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AI Visibility Scorecard

Lighting Designer * Specifier * Supplier * Cost Consultant

Lighting Designer * Specifier * Supplier * Cost Consultant

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lightingwithvision.com · Real Estate

Borderline visible. AI bots can crawl Lighting Designer * Specifier * Supplier * Cost Consultant, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

Monitoring for AI engine activity

In the Engagemii AEO index

#199,598 of 450,109 in Real Estate for AI visibility

4.2

/10

AEO Score

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About Lighting Designer * Specifier * Supplier * Cost Consultant

from our crawl and measurement

Lighting Designer * Specifier * Supplier * Cost Consultant is a business whose own site puts it this way: "Her broad background adds value to her role, allowing her to provide customers with high-quality service and products.Her understanding of multiple facets of construction has helped her." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.

On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, visible credibility markers and crawler access and the files AI engines look for. It is passable on some structured data. What holds it back is sitemaps and entity links AI can follow.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Real Estate
Last scored · Aug 1, 2026
Employees · 1-10

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

8

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

7

Experience, Expertise, Authority, Trust markers.

Technical AEO

8

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

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 4.2/10, Lighting Designer * Specifier * Supplier * Cost Consultant is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Lighting Designer * Specifier * Supplier * Cost Consultant

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Lighting Designer * Specifier * Supplier * Cost Consultant: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Lighting Designer * Specifier * Supplier * Cost Consultant." Retrieved from https://engagemii.com/aeo/brands/lightingwithvision

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

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