▼ 0.2 since Sep 2026
#229,728 OF 267,381 IN MANUFACTURING & INDUSTRIAL
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AI Visibility Scorecard
crankpick.com
crankpick.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl crankpick.com, 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
#229,728 of 267,381 in Manufacturing & Industrial for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About crankpick.com
from our crawl and measurement
"Finding the perfect gear shouldn’t feel like a shot in the dark." That is how crankpick.com introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
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
Fair
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
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 3.5/10, crankpick.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
The Crank Pick Standard?
Here’s what sets us apart from the rest. Completely Independent We do not accept paid placements, free products in exchange for reviews, or any form of promotional influence. Every score and recommendation comes from independent testing and verified data, ensuring fairness and transparency.
Is this your brand?
The exact fixes for crankpick.com
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for crankpick.com.
Source & Attribution
Scored by Engagemii on September 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/crankpick
Cite this score: Engagemii (2026). "AEO Score for crankpick.com." Retrieved from https://engagemii.com/aeo/brands/crankpick
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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