AI Visibility Scorecard
Munshi Barcode Pvt. Ltd.
munshibarcode.com · E-commerce
Borderline visible. AI bots can crawl Munshi Barcode Pvt. Ltd., 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 8 times
Claude · Meta AI · Amazon Alexa
#374,825 of 739,394 in E-commerce for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
E-commerce average 18
Top 50% of E-commerce
See what's behind this score →3.9
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. 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
E-commerce average 27
See what's behind this score →0
About Munshi Barcode Pvt. Ltd.
from our crawl and measurement
Munshi Barcode Pvt. Ltd. describes itself simply: "We are having business throughout India from Jammu to Kanyakumari as well as to our neighbouring countries Nepal, Bhutan and Bangladesh." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 7 times in our tracking, including ClaudeBot (Anthropic), Meta AI and AmazonBot (Alexa AI).
- Company ·
- Munshi Barcode Pvt. Ltd.
- Website ·
- munshibarcode.com
- Industry ·
- E-commerce
- Location ·
- Kurla, 16
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Oct 24, 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
Fair
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 3.9/10, Munshi Barcode Pvt. Ltd. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Munshi Barcode Pvt. Ltd.
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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/munshibarcode
Cite this score: Engagemii (2026). "AEO Score for Munshi Barcode Pvt. Ltd.." Retrieved from https://engagemii.com/aeo/brands/munshibarcode
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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