▼ 0.8 since Jun 2026
#305,070 OF 521,773 IN PROFESSIONAL SERVICES
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AI Visibility Scorecard
Lighting Designer * Specifier * Supplier * Cost Consultant
lightingwithvision.com · Professional Services
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.
AI engines read this profile 4 times
Meta AI · Claude
#305,070 of 521,773 in Professional Services for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
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.
Our crawl found structured data on the page (LocalBusiness), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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 Authority
0
Little domain authority yet.
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 4.2/10, Lighting Designer * Specifier * Supplier * Cost Consultant is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lighting Designer * Specifier * Supplier * Cost Consultant
Which AI engines already crawl you
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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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