AI Visibility Scorecard
Sam Coles Lighting Blog
samcoleslighting.com · Media & Entertainment
At 1.55/10, Sam Coles Lighting Blog is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
Top 50% in Media & Entertainment for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Media & Entertainment average 17
See what's behind this score →1.55
AEO Visibility
iNear-invisible · 1.55/10
Media & Entertainment average 1.4
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Media & Entertainment average 15
See what's behind this score →0
About Sam Coles Lighting Blog
from our crawl and measurement
Sam Coles Lighting Blog is one of the businesses we track in the Home & Living space. When AI engines look at it, they find little to work with. It scores 1.55 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.
- Company ·
- Sam Coles Lighting Blog
- Website ·
- samcoleslighting.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.55/10, Sam Coles Lighting Blog is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Should I Have a Lighting Control System?
January 19, 2020 – 3:29 pm One of the most frequent conversations that I have with clients is whether to have light switches, dimmer switches, or lighting controls. Most clients have heard about lighting control systems. But, many find it hard to decide if they can make room in their budget as they aren’t sure what they are going to do for them.
Exterior Lighting – Why Bother?
August 21, 2015 – 8:54 am I usually find that my clients’ main priority with their exterior lighting is creating “kerb appeal” at night. Or, if the property can’t be seen from the road, making it look fabulous as its glimpsed here and there from the driveway up to it.
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 November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/samcoleslighting
Cite this score: Engagemii (2026). "AEO Score for Sam Coles Lighting Blog." Retrieved from https://engagemii.com/aeo/brands/samcoleslighting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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