#757,767 OF 2,702,905 IN TECHNOLOGY
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AI Visibility Scorecard
Codelith Lab
codelithlab.com · Technology
Somewhat visible. AI bots can read Codelith Lab, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#757,767 of 2,702,905 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
65
Muse Index Score
iAI agent readiness
Agent-ready · 65/100
12
AI Adoption
iBasic · 12/100
About Codelith Lab
from our crawl and measurement
"Codelith Lab is a registered Pune-based software company building websites, mobile apps, SEO, AI automation and its own AI-powered WhatsApp CRM (ZupiChat)." That is how Web Development, Apps & AI Company in Pune of Pune, Maharashtra introduces itself. Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, LocalBusiness, ProfessionalService), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.1/10, Codelith Lab has a working base to build on - 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/codelithlab
Cite this score: Engagemii (2026). "AEO Score for Codelith Lab." Retrieved from https://engagemii.com/aeo/brands/codelithlab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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