AI VISIBILITY SCOREAS OF 2026-08-01 · ENGAGEMII INDEX
2.8/ 10

0.2 since Jul 2026

#2,270,870 OF 2,695,698 IN TECHNOLOGY

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Adventures in Geometry and Data

Adventures in Geometry and Data

Unclaimed

lightheartdev.com · Technology

At 2.8/10, Adventures in Geometry and Data is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 1 times

Claude

#2,270,870 of 2,695,698 in Technology for AI visibility

3

AEO Visibility

i

Near-invisible · 2.8/10

40

Muse Index Score

i

AI agent readiness

Agent-ready · 40/100

0

AI Adoption

i

None detected · 0/100

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About Adventures in Geometry and Data

from our crawl and measurement

Adventures in Geometry and Data describes itself simply: "With a bent towards developing tools for architects and engineers, I attempt to adapt the lessons of simulation and game development to my own work." As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.

Under the hood there is structured data on the page (Blog) and a sitemap, but the score is capped by what is missing: an llms.txt file, a heading structure that lays out what it offers.

Industry · Technology
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 2.8/10, Adventures in Geometry and Data is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Adventures in Geometry and Data: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Adventures in Geometry and Data." Retrieved from https://engagemii.com/aeo/brands/lightheartdev

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

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