Last updated: September 2026
Global rank: Worldwide · 2026-09
#188,639
AI visibility: Grade D
59
SEO health: Latest audit
0
Visits
0
per month, estimated
Keywords
0
ranking in Google
Organic share
0%
of all search traffic
LLMS.txt
Published
73 lines AI engines can read
You're seeing the free preview of mlgame.org
mlgame.org Company Profile
ML Game is a specialist resource hub that explores how machine learning techniques are reshaping the way games are built and played. The site publishes practical tutorials, in-depth reviews, and forward-looking commentary on ML-driven mechanics, procedural content generation, and adaptive difficulty systems. Its audience spans independent developers, mid-sized studios, and academic researchers who want concrete guida…
Founded in 2021 (about 5 years ago), ML Game is based in Remote, Global. Its workforce is listed as between 1 and 10 employees. Its profile files it under AI, Data & Automation, with further tags for Software & Internet; Media, Entertainment & Gaming; and Machine Learning. Total funding on record is Bootstrapped. Its tagline reads: "Machine learning meets game design".
- Sector
- AI, Data & Automation
- Headquarters
- Remote, Global
- Founded
- 2021
- Employees
- 1-10
- Revenue
- Not Disclosed
- Funding
- Bootstrapped
mlgame.org Web Traffic Statistics
Key findings
- ML Game (AI, Data & Automation) is ranked #188,639 worldwide in our September 2026 domain ranking, down 26,811 places from #161,828 in August 2026.
- Its AI visibility score is 59 out of 100 (grade D), with a published llms.txt of 73 lines.
- Its last technical audit scored 0/100, with "Implement Title and Meta Description" the highest-priority fix.
| Month | Rank | Move |
|---|---|---|
| September 2026 | #188,639 | ▼ 26,811 |
| August 2026 | #161,828 | ▲ 33,213 |
| July 2026 | #195,041 | ▲ 1,908 |
| June 2026 | #196,949 | — |
| May 2026 | #196,949 | ▼ 5,889 |
| April 2026 | #191,060 | ▼ 1,595 |
| March 2026 | #189,465 | ▼ 26,101 |
| February 2026 | #163,364 | — |
What this company does
ML Game is a specialist resource hub that explores how machine learning techniques are reshaping the way games are built and played. The site publishes practical tutorials, in-depth reviews, and forward-looking commentary on ML-driven mechanics, procedural content generation, and adaptive difficulty systems. Its audience spans independent developers, mid-sized studios, and academic researchers who want concrete guida…
Our read on the site
The SEO health of https://mlgame.org is critically poor, with missing essential on-page elements such as title, meta description, and headings. Additionally, the site lacks a viewport meta tag, robots.txt, sitemap.xml, and favicon, which severely impacts its technical SEO performance.
mlgame.org Traffic and Visitor Engagement
Paid search ads bring 100% of it — more than its organic results do.
Monthly visits
0
Latest estimate
Change
No monthly history yet
It starts building from the first scan
Organic visits
0
0% of all traffic
Paid visits
0
No paid search detected
Organic vs paid
0%
0%
We don't hold a month-by-month history for this domain yet.
The traffic dashboard builds one from the first scan onwards.
mlgame.org AI Visibility
mlgame.org scores 59 out of 100 on our AI visibility scale, grade D. It takes full marks for LLMS.txt. The biggest gap is SEO health, at 0 of 20 points (0/100), worth 20 points if closed. It also loses points on Crawlability (0/10), Company profile (19/25) and Structured data (0/5).
Grade D
Scored from this domain's own data — llms.txt, profile completeness, technical health, crawlability and structured data.
Present
6/8 core fields
0/100
robots ✗ · sitemap ✗
Not detected
Fix these first
- → Complete your company profile so AI answers about you stay accurate.
- → Add robots.txt and sitemap.xml so AI crawlers can read you.
mlgame.org LLMS.txt
The llms.txt on mlgame.org runs to 73 lines (4,375 characters) across 12 sections, last generated in May 2026. It introduces the site as "ML Game". It tells AI engines the business works in AI in Gaming, Game Development and Machine Learning Education. It describes 4 products, with prices such as ML Game Starter Notebook at $29 one-time, Advanced AI Mechanics Bundle at $79 one-time and ML Game Pro Membership at $12/month. Services it lists include Custom ML Game Workshop, Code Review & Optimization and Tutorial Commission. The audience it names is Game developers and tech enthusiasts, aged 18-45 (Global). Technologies it mentions include HTTPS, Static Site Generator, Jupyter Notebooks and Discord. The keywords it claims start with "machine learning games", "AI in gaming", "game development" and "ML algorithms".
Status
Published
AI engines can read it
Lines
73
In the file
Size
4.4K
Characters
Sections
12
Updated May 16, 2026
What the file says
# ML Game ## About ML Game is a specialist resource hub that explores how machine learning techniques are reshaping the way games are built and played. The site publishes practical tutorials, in-depth reviews, and forward-looking commentary on ML-driven mechanics, procedural content generation, and adaptive difficulty systems. Its audience spans independent developers, mid-sized studios, and academic researchers who want concrete guidance rather than abstract theory. Content is written in plain language with code snippets and downloadable notebooks so readers can test ideas immediately. The platform also curates a growing library of open-source ML game projects that demonstrate real-world implementations. Regular contributor spotlights highlight developers who have shipped titles using reinforcement learning, neural rendering, or player-modeling algorithms. ML Game maintains an active Discord community where creators share experiments and troubleshoot integration challenges. The editorial calendar focuses on seasonal deep-dives—such as AI for narrative branching or ML-based audio synthesis—while keeping a steady stream of shorter how-to posts. Partnerships with Unity and Unreal marketplaces allow the site to distribute verified ML toolkits directly to its readers. Revenue comes from sponsored tutorials, premium notebook bundles, and a modest job board that connects studios wit
Sections in the file
Areas of work
Keywords it claims
Technologies
Products it tells AI about
- ML Game Starter Notebook$29 one-time
- Advanced AI Mechanics Bundle$79 one-time
- ML Game Pro Membership$12/month
- Studio License PackContact for pricing
Services it tells AI about
- Custom ML Game Workshop$2,400
- Code Review & Optimization$1,200
- Tutorial CommissionVaries
Competitors it names
Audience it targets
Game developers and tech enthusiasts · 18-45 · Global
Company type
Private
mlgame.org SEO Audit
The latest technical audit of mlgame.org scored 0 out of 100 overall. The audit makes 20 recommendations in all, and 4 of the 4 listed first are rated high priority or critical.
Overall
SEO
Performance
Accessibility
Fix these first
- CriticalImplement Title and Meta Description
- HighAdd H1 and H2 Tags
- HighCreate a Robots.txt File
- HighDevelop a Sitemap.xml
16 more recommendations, with the exact changes and the pages they apply to, are in the full report.
mlgame.org Competitors and Alternatives
ML Game's company profile names mlgamer.com, gamedeveloper.com, gamasutra.com and unity.com as competitors. Its own llms.txt adds aiandgames.com and towardsdatascience.com. Outside its market, the domains ranked closest to it in our worldwide ranking are ffffound.com, its.porn, wattagnet.com and ditusi.co.id.
mlgame.org Traffic by Country
Which markets this brand actually serves, and where the web links to it from.
Top customer markets
AI estimate · live webWe 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.
Where its backlinks come from
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.
mlgame.org Organic Keywords
The searches this domain already ranks for, and how much traffic they bring it.
Ranking keywords
0
Found in Google for this domain
Visits they bring
0
Estimated organic visits a month
Top ranking keywords
No ranked-keyword data cached for this domain yet.
Ranked Keywords pulls the full list on its first run.
What it ranks for
mlgame.org Backlink Analytics
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 mlgame.org 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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Neighbours of #188,639 in our worldwide ranking — each with its own report.
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