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AI Visibility Scorecard
The Lighthouse Project
thelighthouseproject.ca · Legal
Borderline visible. AI bots can crawl The Lighthouse Project, 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 1 times
ChatGPT
#316,524 of 362,894 in Legal for AI visibility
3.1
/10
AEO Score
About The Lighthouse Project
from our crawl and measurement
The Lighthouse Project is a business whose own site puts it this way: "The Lighthouse Project helps the victims of false accusation with independent legal research and covering the changing legal landscape of Canadian sexual assault law." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 3.1/10, The Lighthouse Project is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Lighthouse Project
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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 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thelighthouseproject-ca
Cite this score: Engagemii (2026). "AEO Score for The Lighthouse Project." Retrieved from https://engagemii.com/aeo/brands/thelighthouseproject-ca
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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