AI Visibility Scorecard
Data makes sense
datamakessense.com · Technology
Borderline visible. AI bots can crawl Data makes sense, 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
#1,459,712 of 2,705,025 in Technology for AI visibility
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 Data makes sense
from our crawl and measurement
Data makes sense. is a business whose own site puts it this way: "One mistake at a time, driven by my entrepreneurial spirit, I learned to build end to end data systems that deliver value." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (WebSite, CollectionPage), a sitemap and a readable heading structure. It is missing 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
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
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 4.6/10, Data makes sense is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Do it now, not later.?
From my observation of people saying the above, if you do it later, you have <20% conversion rate in the first year. If you do it now, you have 100%. Stop delaying. Your cost of opportunity as a freelancer is your hourly rate, which would probably translate into 2x your salary (unless you make 200k).
How to start:?
Starting well is key to the first year survival. If you want to keep your transition to freelancing easy and without risk for large gaps in your monthly pay, consider the following tips: 1. Starting: Be able to take a freelance job. The vast majority of freelancing gigs get filled relatively fast (<1 month), because freelancers tend to have short projects and are able to take on work more often.
Why Python for business intelligence?
Readability. Most business intelligence professionals using Python come from all walks of life and do not have formal programming education.
Why SQL for business intelligence?
I will talk here about PostgreSQL for small data specifically, since it is the best open source database for analysis.
Is this your brand?
The exact fixes for Data makes sense
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 Data makes sense.
Source & Attribution
Scored by Engagemii on September 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/datamakessense
Cite this score: Engagemii (2026). "AEO Score for Data makes sense." Retrieved from https://engagemii.com/aeo/brands/datamakessense
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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