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AI Visibility Scorecard
The Best SEO Agency in Singapore - Authority Lighthouse
catalystlighthouse.com · Professional Services
Borderline visible. AI bots can crawl The Best SEO Agency in Singapore - Authority Lighthouse, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#275,542 of 494,638 in Professional Services for AI visibility
4.3
/10
AEO Score
About The Best SEO Agency in Singapore - Authority Lighthouse
from our crawl and measurement
The Best SEO Agency in Singapore is a business whose own site puts it this way: "Get found online with Authority Lighthouse, an SEO agency in Singapore focused on optimising your website for sustainable, organic growth." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 4.3/10, The Best SEO Agency in Singapore - Authority Lighthouse is crawlable but under-signaled - fixable, and the signals above are where to start.
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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 September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/catalystlighthouse
Cite this score: Engagemii (2026). "AEO Score for The Best SEO Agency in Singapore - Authority Lighthouse." Retrieved from https://engagemii.com/aeo/brands/catalystlighthouse
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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