AI Visibility Scorecard
ballasts.com · E-commerce
Somewhat visible. AI bots can read Ballasts, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#182,362 of 738,283 in E-commerce for AI visibility
78
AI Naming Predictability
iLikely to be named · 78/100
5
AEO Visibility
iBorderline · 5.2/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Ballasts is a business whose own site puts it this way: "Looking for an emergency ballast from the top lighting manufacturers? Ballasts.com has electronic and electronic in individual or bulk! Buy today!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Weak
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.
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.
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 5.2/10, Ballasts has a working base to build on - fixable, and the signals above are where to start.
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Ballasts.
Ballasts lists 996 products, 7 in stock, priced 0.99 to 3,603.99.
The full list of every product we captured is in the product feed (JSON).
Scored by Engagemii on September 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ballasts
Cite this score: Engagemii (2026). "AEO Score for Ballasts." Retrieved from https://engagemii.com/aeo/brands/ballasts
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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