AI visibility score
3.5/ 10Weak

#2,302,920 of 2,704,440 in Technology

As of 2026-10-03 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Softmotions

Softmotions

Unclaimed
⚠ Identity mismatch

autark.dev · Technology

Borderline visible. AI bots can crawl Softmotions, 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.

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In the Engagemii AEO index

#2,302,920 of 2,704,440 in Technology for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Technology average 28

Top 91% of Technology

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4

AEO Visibility

i

Near-invisible · 3.5/10

Technology average 4.4

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.

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20

Muse Index Score

i

AI agent readiness

Basic · 20/100

Technology average 17

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0

AI Adoption

i

None detected · 0/100

Technology average 2

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About Softmotions

from our crawl and measurement

Softmotions is a business whose own site puts it this way: "Autark is a vendored, self-bootstrapping build system for C and C++. It requires only a C99 compiler, uses a declarative DSL, and ships with your source tree." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.

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

Company ·
Softmotions
Website ·
autark.dev
Industry ·
Technology
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Oct 3, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

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

Weak

No inbound links found yet.

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 read your site and name it in answers. At 3.5/10, Softmotions is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

How to perform pre-build checks for compiler/system features, header files, executables?

Major of configure-style checks are performed using check rules. A check rule accepts a set of shell scripts that perform project-specific checks on the host system. Check scripts reside in the .autark/ directory at the root of your project. Autark also provides several commonly used check scripts that you can copy and use it directly in your project or take as examples for writing your own checks.

How to get version info from project's Changelog file?

I’m constantly forgetting to keep the project version in the changelog in sync with the one in the build files. check { changelog_md.sh { } # Or changelog_gnu.sh { } # Or you may write own changelog parser script } Given the following CHANGELOG.md: [v0.9.13-dev] - Added autark script `prepare` keyword as alias of `check`.

How to get JSON compilation database (compile_commands.json) for my project?

Autark supports automatic generation of compile_commands.json compilation database. Just provide -k, --compile-commands option and all compile commands will be saved in ./autark-cache/compile-commands.json. Please note this option forces the full rebuild.

How to add a dependency on an external project and fetch it before the build?

It is recommended to keep the build logic for an external project in a separate file, for example extproject.autark, and include it from the main Autark script. This keeps the main build script easier to read and maintain.

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Picked for Softmotions: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Source & Attribution

Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/autark-dev

Cite this score: Engagemii (2026). "AEO Score for Softmotions." Retrieved from https://engagemii.com/aeo/brands/autark-dev

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

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