Last updated: September 2026

Sep 2026

mlgame.org — September 2026 traffic, keywords & AI visibility

ML GameAI, Data & Automation

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

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mlgame.org Company Profile

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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".

AI, Data & AutomationSoftware & InternetMedia, Entertainment & GamingMachine Learning
Sector
AI, Data & Automation
Headquarters
Remote, Global
Founded
2021
Employees
1-10
Revenue
Not Disclosed
Funding
Bootstrapped

mlgame.org Web Traffic Statistics

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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.
mlgame.org global rank history
MonthRankMove
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.

AI, Data & AutomationSoftware & InternetMedia, Entertainment & GamingMachine Learning

mlgame.org Traffic and Visitor Engagement

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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

Organic

0%

Paid

0%

We don't hold a month-by-month history for this domain yet.

The traffic dashboard builds one from the first scan onwards.

Organic visitsPaid visitsEstimated from search visibility

mlgame.org AI Visibility

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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).

59out of 100

Grade D

Scored from this domain's own data — llms.txt, profile completeness, technical health, crawlability and structured data.

ChatGPTGeminiPerplexityGoogle AI Mode
LLMS.txt40/40

Present

Company profile19/25

6/8 core fields

SEO health0/20

0/100

Crawlability0/10

robots ✗ · sitemap ✗

Structured data0/5

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

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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

AboutThings to RememberProductsServicesKeywordsTarget AudienceCompetitorsTechnologies UsedKey PeopleSocial MediaBlog & ResourcesTarget Prompts

Areas of work

AI in GamingGame DevelopmentMachine Learning Education

Keywords it claims

machine learning gamesAI in gaminggame developmentML algorithmsbest ML gamesgame design principlesmachine learning tutorialsgame development with AIbest practices for ML in gamesML game mechanics

Technologies

HTTPSStatic Site GeneratorJupyter NotebooksDiscord

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

mlgamer.comgamedeveloper.comgamasutra.comunity.comaiandgames.comtowardsdatascience.com

Audience it targets

Game developers and tech enthusiasts · 18-45 · Global

Company type

Private

mlgame.org SEO Audit

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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.

0

Overall

0

SEO

0

Performance

0

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

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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.

mlgamer.com
gamedeveloper.com
gamasutra.com
unity.com
aiandgames.com
towardsdatascience.com

mlgame.org Traffic by Country

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Top customer markets

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Where its backlinks come from

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mlgame.org Organic Keywords

The searches this domain already ranks for, and how much traffic they bring it.

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Ranking keywords

0

Found in Google for this domain

Visits they bring

0

Estimated organic visits a month

Top ranking keywords

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Ranked Keywords pulls the full list on its first run.

What it ranks for

AI, Data & AutomationSoftware & InternetMedia, Entertainment & GamingMachine Learning

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