AI Visibility Scorecard
Nutraceutical Contract Manufacturer India
msvdlabs.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Nutraceutical Contract Manufacturer India, 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 15 times
Meta AI · Claude · Apple Intelligence · Perplexity
#72,982 of 270,267 in Manufacturing & Industrial for AI visibility
17
AI Naming Predictability
iRarely named · 17/100
Manufacturing & Industrial average 14
Top 31% of Manufacturing & Industrial
See what's behind this score →4
AEO Visibility
iBorderline · 4/10
Manufacturing & Industrial average 4.0
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Manufacturing & Industrial average 18
See what's behind this score →0
About Nutraceutical Contract Manufacturer India
from our crawl and measurement
Nutraceutical Contract Manufacturer India, based in Surat, Gujarat, describes itself simply: "WHO-GMP certified nutraceutical manufacturer offering 390+ formulations across 24 therapeutic categories. Third-party manufacturing, private labeling, and custom formulations." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
- Company ·
- Nutraceutical Contract Manufacturer India
- Website ·
- msvdlabs.com
- Industry ·
- Manufacturing & Industrial
- Location ·
- Surat, Gujarat
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 8, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 read your site and name it in answers. At 4/10, Nutraceutical Contract Manufacturer India is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Nutraceutical Contract Manufacturer India
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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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Nutraceutical Contract Manufacturer India.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/msvdlabs
Cite this score: Engagemii (2026). "AEO Score for Nutraceutical Contract Manufacturer India." Retrieved from https://engagemii.com/aeo/brands/msvdlabs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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