AI Visibility Scorecard
Project Ratchet
ratchetring.com · E-commerce
Borderline visible. AI bots can crawl Project Ratchet, 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 1 times
Claude
#271,880 of 739,394 in E-commerce for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
E-commerce average 18
Top 50% of E-commerce
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →80
Muse Index Score
iAI agent readiness
Transactable · 80/100
E-commerce average 27
See what's behind this score →0
About Project Ratchet
from our crawl and measurement
Project Ratchet: Precision Fidget Rings for Focus & Anxiety Relief is a business whose own site puts it this way: "The Ratchet Ring turns and clicks in one direction mechanically. The Polar Ring clicks back and forth using magnets. Precision CNC machined. Lifetime Warranty." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ProductGroup), an llms.txt file for AI models and a sitemap.
- Company ·
- Project Ratchet
- Website ·
- ratchetring.com
- Industry ·
- E-commerce
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Aug 16, 2026
The 6 on-page 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
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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 read your site and name it in answers. At 4/10, Project Ratchet is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Project Ratchet
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Project Ratchet.
Project Ratchet lists 7 products, 6 in stock, priced 3.00 to 159.00.
Show all 7 products
- Ratchet Ring Maintenance Kit · 6.95
- Desk Stand V1 · 19.00
- Polar Ring® · 159.00
- Polar Ring® [Renewed] · 111.30 · out of stock
- Ratchet Ring® V2 · 159.00
- Pay now to unlock free returns · 3.00
- Gift Card · 159.00
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on August 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ratchetring
Cite this score: Engagemii (2026). "AEO Score for Project Ratchet." Retrieved from https://engagemii.com/aeo/brands/ratchetring
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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