#978,374 OF 2,698,066 IN TECHNOLOGY
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AI Visibility Scorecard
Codelight
codelight.eu · Technology
Borderline visible. AI bots can crawl Codelight, 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
#978,374 of 2,698,066 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
4
AI Adoption
iBasic · 4/100
About Codelight
from our crawl and measurement
"Estonian software engineering company since 2012. Laravel platforms, React apps, business system integrations. Part of Avalanche Laboratory." That is how Codelight Senior engineering. Long-term ownership. Built to outlast the hype. introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 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.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
2
Established authority for your domain.
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 4.8/10, Codelight is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What we build?
What we build Two things we've spent more than a decade getting right, plus the integrations and rescue work that keeps them running. Custom Laravel platforms Custom backends with real business rules. Order systems, billing, reporting, forecasting, integrations with the ERPs and data warehouses you don't get to choose. The unglamorous code that runs a company — not the kind that ends up in a pitch deck.
Is this your brand?
The exact fixes for Codelight
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Codelight.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codelight-eu
Cite this score: Engagemii (2026). "AEO Score for Codelight." Retrieved from https://engagemii.com/aeo/brands/codelight-eu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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