▼ 0.9 since Jul 2026
#1,671,776 OF 1,963,627 IN MEDIA & ENTERTAINMENT
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AI Visibility Scorecard
Certain Perfect Ratio
certainperfectratio.com · Media & Entertainment
Borderline visible. AI bots can crawl Certain Perfect Ratio, 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
#1,671,776 of 1,963,627 in Media & Entertainment for AI visibility
3
AEO Visibility
iNear-invisible · 3.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Certain Perfect Ratio
from our crawl and measurement
Certain Perfect Ratio describes itself simply: "Of my four bikes, I am consistently the most excited to reach for my Wabi.The Straggler has a stuff-of-dreams paint job but its rear end noodles around when I mash the pedals." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.
On the page it is passable on a workable page structure, basic crawler access and partial sitemap and link coverage. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
It does link out to several social profiles, which helps engines tie the brand together.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
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 3.1/10, Certain Perfect Ratio is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
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9/17/2017 Comments SummarySRAM X-DOME cassettes are fantastic. Having to buy a new XD driver is not. The 10-speed X-DOME is the biggest that doesn't require a special driver, but it has limited range (11T-36T). At this writing, familiar makers of cassette expanders don't make anything compatible with the XG-1099 cassette. Ari makes a 39T cog that works.
Is this your brand?
The exact fixes for Certain Perfect Ratio
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Certain Perfect Ratio.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/certainperfectratio
Cite this score: Engagemii (2026). "AEO Score for Certain Perfect Ratio." Retrieved from https://engagemii.com/aeo/brands/certainperfectratio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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