AI Visibility Scorecard
dingweibattery.com · Manufacturing & Industrial
At 2.23/10, Chengguang Power Tech Co., Ltd is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Parallel · Claude
Top 25% in Manufacturing & Industrial for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Manufacturing & Industrial average 14
Top 66% of Manufacturing & Industrial
See what's behind this score →2.23
AEO Visibility
iNear-invisible · 2.23/10
Manufacturing & Industrial average 1.6
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 →45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
Manufacturing & Industrial average 18
See what's behind this score →0
from our crawl and measurement
Chengguang Power Tech Co., Ltd, based in Jinzhou, Hebei, describes itself simply: "OEM and private-label automotive battery programs." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.23 out of 10.
Our crawl found structured data on the page (Organization, WebSite, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 3 times in our tracking, including ShapBot (Parallel) and ClaudeBot (Anthropic).
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.23/10, Chengguang Power Tech Co., Ltd is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What do OEM buyers need to know before sourcing?
Name the standard and modelDo not just ask for “a battery”. JIS, DIN and BCI are different case sizes and terminal layouts — they are not interchangeable. CCA is test-method dependentA JIS CCA (−15°C) and an EN CCA (−18°C) are different numbers for the same battery. Confirm the basis before comparing quotes. MOQ follows the containerOne 20ft container is the typical minimum.
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.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dingweibattery
Cite this score: Engagemii (2026). "AEO Score for Chengguang Power Tech Co., Ltd." Retrieved from https://engagemii.com/aeo/brands/dingweibattery
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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