AI Visibility Scorecard
Torque Parts, over 1000 different parts under one brand
pickuptrucks2017.com · Automotive
Borderline visible. AI bots can crawl Torque Parts, over 1000 different parts under one brand, 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 13 times
Meta AI · Claude · Apple Intelligence · ChatGPT
#5,831 of 365,765 in Automotive for AI visibility
<1
5
AEO Visibility
iBorderline · 4.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Torque Parts, over 1000 different parts under one brand
from our crawl and measurement
Torque Parts, over 1000 different parts under one brand describes itself simply: "For over a decade, Torque Parts has been focusing on wide product range, quality, fast shipment, excellent service in heavy duty aftermarket." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 4.6/10, Torque Parts, over 1000 different parts under one brand is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Torque Parts, over 1000 different parts under one brand
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pickuptrucks2017
Cite this score: Engagemii (2026). "AEO Score for Torque Parts, over 1000 different parts under one brand." Retrieved from https://engagemii.com/aeo/brands/pickuptrucks2017
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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