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AI Visibility Scorecard
The Hard Stack — Kunal Ranjan
thehardstack.com · Technology
At 2.9/10, The Hard Stack — Kunal Ranjan is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,600,876 of 2,830,090 in Technology for AI visibility
2.9
/10
AEO Score
About The Hard Stack — Kunal Ranjan
from our crawl and measurement
The Hard Stack — Kunal Ranjan is a business whose own site puts it this way: "Writing and thinking on Physical AI, embodied intelligence, industrial robotics, and venture capital at the frontier of machines that act in the real world. By Kunal Ranjan." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 2.9/10, The Hard Stack — Kunal Ranjan is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for The Hard Stack — Kunal Ranjan
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thehardstack
Cite this score: Engagemii (2026). "AEO Score for The Hard Stack — Kunal Ranjan." Retrieved from https://engagemii.com/aeo/brands/thehardstack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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