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AI Visibility Scorecard
Data By Sam — Sam Gupta
databysam.com · Technology
Borderline visible. AI bots can crawl Data By Sam — Sam Gupta, 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
#2,285,091 of 2,828,574 in Technology for AI visibility
3.5
/10
AEO Score
About Data By Sam — Sam Gupta
from our crawl and measurement
"Sam Gupta is a Senior Data Cloud Architect at Snowflake, speaker at Snowflake Summit 2026 and DET, helping data engineers grow into AI Solution Architects." That is how Data By Sam Sam Gupta introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
On the page itself the strengths are clear: a clear heading structure and sitemaps and entity links AI can follow. It is passable on basic crawler access. 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.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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, Data By Sam — Sam Gupta is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Data By Sam — Sam Gupta
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/databysam
Cite this score: Engagemii (2026). "AEO Score for Data By Sam — Sam Gupta." Retrieved from https://engagemii.com/aeo/brands/databysam
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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