AI Visibility Scorecard
engineeredpetprotection.com · Pet Care
Borderline visible. AI bots can crawl Optimus Gear, 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.
AI engines read this profile 10 times
Meta AI · Claude · Apple Intelligence · ShapBot
#28,221 of 108,965 in Pet Care for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Optimus Gear describes itself simply: "Explore crash-tested harnesses, seat covers, and safety gear, all handcrafted in Canada and tested to child seat standards to keep dogs safe on every drive. Trusted by Canine Health Canada." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited 10 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).
Strong · Good · Fair · Weak
Structured Data
Weak
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
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 4/10, Optimus Gear is crawlable but under-signaled - fixable, and the signals above are where to start.
Why Choose the Crash Safe Dog Defender Harness?
One time purchase A complete safety system built to stay in use, not get replaced. Successfully Crash Tested Tested to the same standards as child car seats. Engineered Hardware Patented Optimus Buckles with strength matched to your dog's weight. Free Canada-wide shipping on orders $100+ Made In Canada Proudly manufactured locally in Winnipeg, Manitoba.
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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.
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Optimus Gear lists 19 products, 18 in stock, priced 17.21 to 280.00.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on October 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/engineeredpetprotection
Cite this score: Engagemii (2026). "AEO Score for Optimus Gear." Retrieved from https://engagemii.com/aeo/brands/engineeredpetprotection
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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