AI Visibility Scorecard
A Light Left On
alightlefton.com · Other
Borderline visible. AI bots can crawl A Light Left On, 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
Claude
<1
AI Naming Predictability
iRarely named · <1/100
Average 15
Top 98% of Other
See what's behind this score →4
-
Network Authority
iNot connected yet
Average 0.0
0 relationships · Average 3
See what's behind this score →0
0
About A Light Left On
from our crawl and measurement
"留燈計劃A Light Left On 歡迎來到留燈計劃。我為你挑選了一首歌，陪伴你的讀寫時光；若喜歡安靜，亦可直接進入網站。放鬆心情，這裡沒有時限，請隨心而行。 我為你選的一首歌 你可以先喺下方 YouTube 播放器按播放，再進入讀信/寫信。如果旋律令你唔舒服，可以選安靜模式。 進入讀信 / 寫信 安靜模式，直接進入 點一盞燈有燈就有人 留燈計劃 |." That is how A Light Left On introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- A Light Left On
- Website ·
- alightlefton.com
- Industry ·
- Other
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 2, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 3.5/10, A Light Left On is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for A Light Left On
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/alightlefton
Cite this score: Engagemii (2026). "AEO Score for A Light Left On." Retrieved from https://engagemii.com/aeo/brands/alightlefton
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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