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AI Visibility Scorecard
The Good Lights
thegoodlights.com · Education
At 1.2/10, The Good Lights is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#869,016 of 872,872 in Education for AI visibility
1.2
/10
AEO Score
About The Good Lights
from our crawl and measurement
The Good Lights is a business whose own site puts it this way: "Start a profitable Christmas light installation business with The Good Lights turnkey franchise. Fully equipped trailer, professional training, and proven business model." When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
On the page it is passable on a partly stated business identity and basic crawler access. What holds it back is a heading structure that lays out what it offers, structured data describing the business, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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 1.2/10, The Good Lights is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Good Lights
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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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/thegoodlights
Cite this score: Engagemii (2026). "AEO Score for The Good Lights." Retrieved from https://engagemii.com/aeo/brands/thegoodlights
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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