AI Visibility Scorecard
ZPH HEED J. Tokarz
heed.com.pl · Manufacturing & Industrial
Borderline visible. AI bots can crawl ZPH HEED J. Tokarz, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#211,348 of 267,993 in Manufacturing & Industrial for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About ZPH HEED J. Tokarz
from our crawl and measurement
"HEED, manufacturer of crash bars, engine guards and motorcycle accessories. We offer crash bar tubing, bags for crash bars and equipment designed to improve motorcycle protection." That is how Crash bars, engine guards and motorcycle accessories by HEED motorcycle protection of Częstochowa introduces itself. When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
Our crawl found structured data on the page (Organization, WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.8/10, ZPH HEED J. Tokarz is crawlable but under-signaled - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/heed-com-pl
Cite this score: Engagemii (2026). "AEO Score for ZPH HEED J. Tokarz." Retrieved from https://engagemii.com/aeo/brands/heed-com-pl
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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