AI Visibility Scorecard
Clarifr
clarifr.com · Technology
Borderline visible. AI bots can crawl Clarifr, 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
#1,748,495 of 2,707,327 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
60
Muse Index Score
iAI agent readiness
Transactable · 60/100
0
AI Adoption
iNone detected · 0/100
About Clarifr
from our crawl and measurement
Clarifr describes itself simply: "SQL audit and database documentation consultant for Singapore businesses on legacy ERP and custom database systems." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (ProfessionalService, ItemList, FAQPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 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
Fair
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
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 4.2/10, Clarifr is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Sound familiar?
Legacy SQL systems in Singapore businesses share the same problems. We've seen them all. 🧱 "Don't touch that stored procedure" No one knows who wrote it or what it does. Everyone is too scared to change it. It runs in production and that's all anyone knows. 📂 Zero documentation The system works — but only the person who built it understood why. And they left two years ago.
Is this your brand?
The exact fixes for Clarifr
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 Clarifr.
Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/clarifr
Cite this score: Engagemii (2026). "AEO Score for Clarifr." Retrieved from https://engagemii.com/aeo/brands/clarifr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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