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Global rank
AI visibility
SEO health
Visits
per month, estimated
Keywords
ranking in Google
Organic share
of all search traffic
LLMS.txt
lines AI engines can read
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Building this domain's report…
Global rank
AI visibility
SEO health
Visits
per month, estimated
Keywords
ranking in Google
Organic share
of all search traffic
LLMS.txt
lines AI engines can read
Global rank: Worldwide · 2026-08
#184,797
AI visibility: Grade A
84
SEO health: Latest audit
77
Visits
6.4K
per month, estimated
Keywords
2.8K
ranking in Google
Organic share
100%
6.4K organic visits
LLMS.txt
Published
81 lines AI engines can read
You're seeing the free preview of scottaaronson.blog
A snapshot of how scottaaronson.blog performs in search and in AI answers — every number below is one we hold, not a guess.
What this company does
Shtetl-Optimized is the personal blog of Scott Aaronson, a leading voice in quantum computing and theoretical computer science. The site dives deep into complex topics like quantum algorithms, the P vs NP problem, and the intersections of AI with complexity theory. Aaronson breaks down cutting-edge research into accessible insights for academics, students, and tech enthusiasts alike. Posts often challenge conventiona…
Our read on the site
The overall SEO health of scottaaronson.blog is relatively strong, with a high performance score of 99/100. However, there are significant opportunities for improvement in accessibility and best practices, which could enhance user experience and search visibility.
Month by month, how much search traffic this domain earns — how much of it is free, and whether it is winning or losing ground.
Monthly visits
6.4K
Latest estimate
Change
No monthly history yet
It starts building from the first scan
Organic visits
6.4K
100% of all traffic
Paid visits
Whether AI engines can read this brand, understand it, and cite it when someone asks about its category.
Grade A
Scored from this domain's own data — llms.txt, profile completeness, technical health, crawlability and structured data.
The file AI engines read to understand a business. This is what it currently tells them about this one.
Status
Published
AI engines can read it
Lines
81
In the file
Size
4.0K
Characters
Sections
12
The searches this domain already ranks for, and how much traffic they bring it.
Ranking keywords
2.8K
Found in Google for this domain
Visits they bring
6.4K
Estimated organic visits a month
No ranked-keyword data cached for this domain yet.
Ranked Keywords pulls the full list on its first run.
How the site itself performs — speed, accessibility and the technical basics both search crawlers and AI crawlers depend on.
Overall
SEO
The websites this domain competes with for the same searches and the same AI answers.
The business behind the domain — what it does, where it is, and who runs it.
Shtetl-Optimized is the personal blog of Scott Aaronson, a leading voice in quantum computing and theoretical computer science. The site dives deep into complex topics like quantum algorithms, the P vs NP problem, and the intersections of AI with complexity theory. Aaronson breaks down cutting-edge research into accessible insights for academics, students, and tech enthusiasts alike. Posts often challenge conventiona…
Which markets this brand actually serves, and where the web links to it from.
We only measure visitor geography for domains whose analytics are connected to us. For everyone else this is read live from the web and shown as an estimate — never mixed in with the measured numbers.
No market breakdown available for this brand.
Measured. The country each linking site is hosted in — a real signal of which regions know this brand.
No backlink sample for this domain yet.
Backlink Analytics collects one on its first run.
Who vouches for this domain. Strong, varied links are still the clearest signal of authority — to search engines and to AI engines that cite sources.
We haven't run a backlink crawl for scottaaronson.blog yet, so there are no link counts to show. Backlink Analytics builds the profile on its first run and it appears here after that.
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links on file
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0
No paid search detected
100%
0%
We don't hold a month-by-month history for this domain yet.
The traffic dashboard builds one from the first scan onwards.
Present
6/8 core fields
75/100
robots ✓ · sitemap ✓
Not detected
Fix these first
Updated May 12, 2026
# Shtetl-Optimized ## About Shtetl-Optimized stands as Scott Aaronson's longstanding blog dedicated to unpacking the intricacies of quantum computing, AI, and theoretical computer science. Posts dissect quantum algorithms, challenge AI hype, and explore complexity theory with unmatched clarity and depth. Aaronson, a renowned professor, draws from his expertise at institutions like MIT and UT Austin to inform and provoke thought. The site appeals to grad students grappling with P vs NP, researchers tracking quantum hardware progress, and curious minds pondering computation's limits. Commentary on ethical AI, data privacy, and tech trends adds layers beyond pure theory. Its no-nonsense style cuts through industry buzzwords, offering grounded perspectives on breakthroughs and setbacks. Archives chronicle over a decade of evolving debates in computational frontiers. Comment sections buzz with expert exchanges, making it a lively hub for discourse. Free access ensures broad reach without paywalls diluting quality. Aaronson's voice shapes academic conversations and influences policy discussions on quantum tech. Regular features like Q&A sessions engage readers directly. The blog's impact extends to citations in top journals and mentions at conferences. It bridges the gap between esoteric math and real-world applications in machine learning and beyond. Staying true to intellectual ri
Sections in the file
Areas of work
Keywords it claims
Technologies
Performance
Excellent
Accessibility
8 more recommendations, with the exact changes and the pages they apply to, are in the full report.
Products it tells AI about
Audience it targets
Researchers, Academics, Students, Tech Pros · 25-55 · Global
Company type
Private