AI visibility score
4.2/ 10Fair

#860,056 of 2,705,679 in Technology

As of 2026-08-08 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

tokamak developments/kantan

tokamak developments/kantan

Unclaimed

kantandev.com · Technology

Borderline visible. AI bots can crawl tokamak developments/kantan, 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.

AI engines read this profile 4 times

Claude · Meta AI · ShapBot

#860,056 of 2,705,679 in Technology for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 88% of Technology

4

AEO Visibility

i

Borderline · 4.2/10

25

Muse Index Score

i

AI agent readiness

Basic · 25/100

0

AI Adoption

i

None detected · 0/100

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About tokamak developments/kantan

from our crawl and measurement

tokamak developments/kantan is a business whose own site puts it this way: "A couple of engine versions back, Epic introduced the 'Include What You Use' model to UE4 in an attempt to help clean up the situation with include dependencies." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.

Our crawl found structured data on the page (WebSite, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Technology
Last scored · Aug 8, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Good

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

No social discussion 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 4.2/10, tokamak developments/kantan is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

All neat and sorted?

Now, the idea is that at this point, your code is self-contained and no longer dependent upon includes within precompiled headers to compile. As stated in the documentation: "With IWYU, every file includes only what it needs, and any PCH file we choose to use, purely acts as a layer of optimization on top of the underlying source files.

Why bother at all?

For me, just not liking the idea of having code that is technically malformed despite compiling is reason enough to put the time in to maintaining self-contained includes in my projects. If that's not enough though, there's another reason: those annoying errors alluded to at the top of the article.

What are UE4 code modules?

In UE4, a module is a distinct unit of C++ code, with an accompanying C# build file. A game project can be made up of one or more modules, as can a plugin. Under the hood, a module corresponds to a dynamic library, although by default in shipping builds all code is linked together into a single executable.

Why use multiple modules?

It's possible to create a game (or plugin) that is composed of a single module, and for smaller projects that's fine. There are a number of reasons to consider splitting up your code however. Encapsulation and organisation. It's always a good idea to encapsulate code as much as possible. Building a component or system in its own module encourages you to keep dependencies down. Code reuse.

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Picked for tokamak developments/kantan: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

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Source & Attribution

Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/kantandev

Cite this score: Engagemii (2026). "AEO Score for tokamak developments/kantan." Retrieved from https://engagemii.com/aeo/brands/kantandev

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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