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AI Visibility Scorecard

matth

matth

Unclaimed

matth.org Β· Technology

Borderline visible. AI bots can crawl matth, 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 1 times

Claude

#999,694 of 2,633,480 in Technology for AI visibility

4.8

/10

AEO Score

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About matth

from our crawl and measurement

"Matt Hampel [email protected] @matth Raster maps are like Myst, vector maps are like Doom Oct 12, 2021 An insightful explainer of raster and vector maps from Brandon Liu, who is building out." That is how matth introduces itself. When AI engines look at it, they find little to work with. It scores 4.8 out of 10.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

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

Industry Β· Technology
Last scored Β· Aug 8, 2026

The 6 signals AI reads

Higher is better Β· 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

1

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

3

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Authority

3

Established authority for your domain.

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 4.8/10, matth is crawlable but under-signaled - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for matth: How-To

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

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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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/matth-org

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

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

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