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AI Visibility Scorecard

Tam Mach

Tam Mach

Unclaimed

tammach.dev · Technology

Somewhat visible. AI bots can read Tam Mach, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#867,985 of 2,807,729 in Technology for AI visibility

5.1

/10

AEO Score

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About Tam Mach

from our crawl and measurement

Tam Mach is a business whose own site puts it this way: "A software engineer who would like to learn one or two new things daily. Currently, I am learning golang and networking. Try to broaden my knowledge on system programming space." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.

On the page it is passable on a partly stated business identity and basic crawler access. What holds it back is structured data describing the business, a heading structure that lays out what it offers, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 90 words.

Industry · Technology
Last scored · Aug 2, 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

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

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

6

Inbound links from other sites.

Domain Trust

4

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 5.1/10, Tam Mach has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Tam Mach

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Tam Mach: Tech & Electronics

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Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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