AI Visibility Scorecard
Starlight
starlight-th.com · Technology
Borderline visible. AI bots can crawl Starlight, 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
#1,874,825 of 2,704,127 in Technology for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Technology average 28
Top 80% of Technology
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →0
About Starlight
from our crawl and measurement
Starlight describes itself simply: "Products Pricing Functions Demo ENG / TH Cost management infrastruture for business Tons of function for companies, all over the world able to use seamless platform to manage their." 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 ·
- Starlight
- Website ·
- starlight-th.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Sep 1, 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
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
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, Starlight is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Starlight?
Starlight is Web-application which consist of various funtions for business planning, cost collection, leave management, and reports for managment. Starlight also help companies collect emplyee's working hours, expenses, work plan, and able to execute various reports for management to evaluate, and tackle fraud in their business. Star now Why Starlight
Why Starlight ? / What make us differents ?
Starlight is a tool to help your business in both balancing cost and managing your business which our main focus is to compare actual cost with forecast. Which users are able to see gross profit through our reports to evaluate your team performance by job.
Is this your brand?
The exact fixes for Starlight
Which AI engines already crawl you
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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 September 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/starlight-th
Cite this score: Engagemii (2026). "AEO Score for Starlight." Retrieved from https://engagemii.com/aeo/brands/starlight-th
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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