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AI Visibility Scorecard
mbumper.com
mbumper.com · Other
At 1.5/10, mbumper.com 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
1.5
/10
AEO Score
About mbumper.com
from our crawl and measurement
"질문과 답변 시공전후 시공전후 시공후기 컬러범퍼 현대 기아 쌍용 GM대우 삼성 수입중고범퍼 재생범퍼 공지사항 회사소개 인사말 오시는길 HOME 로그인 자동차 정비의 필수기술로 만든 최고의 범퍼 미래범퍼는 오랜 자동차 정비기술을 바탕으로 최고 품질의 범퍼를 만들겠습니다." That is how mbumper.com introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.2 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
What this score means
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 1.5/10, mbumper.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for mbumper.com
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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 mbumper.com.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mbumper
Cite this score: Engagemii (2026). "AEO Score for mbumper.com." Retrieved from https://engagemii.com/aeo/brands/mbumper
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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