⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
mpbalance.com · Food & Beverage
At 2.9/10, Mp Balance Limited is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,143,320 of 1,353,536 in Food & Beverage for AI visibility
2.9
/10
AEO Score
from our crawl and measurement
Mp Balance Limited is a business whose own site puts it this way: "MP Balance Limited 衡理有限公司從事食品、母嬰產品代理及分銷,包括零售、批發和出入口業務。 我們致力於幫助客戶開拓國際市場,提高產品的市場佔有率和競爭力。業務範圍涵蓋全球貿易市場,主要包括香港、澳門、美國、加拿大、英國等地。 食品批發商 食品代理及分銷商 母嬰產品代理及分銷商 嬰產品批發." As far as answer engines are concerned it may as well not exist yet: 2.6 out of 10.
On its own pages the site does well on crawler access and the files AI engines look for. What holds it back is structured data describing the business, a heading structure that lays out what it offers, a clearly stated business identity, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
There is not much on the page to read either, about 33 words.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
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.
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 2.9/10, Mp Balance Limited is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mp Balance Limited
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Mp Balance Limited.
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mpbalance
Cite this score: Engagemii (2026). "AEO Score for Mp Balance Limited." Retrieved from https://engagemii.com/aeo/brands/mpbalance
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform