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AI Visibility Scorecard

Opensource Heroes

Opensource Heroes

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opensource-heroes.com · Food & Beverage

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

AI engines read this profile 1 times

Claude

#7,229 of 1,698,076 in Food & Beverage for AI visibility

6.6

/10

AEO Score

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About Opensource Heroes

from our crawl and measurement

"BADAK178 adalah rekomendasi resmi yang memiliki beberapa pilihan game online, tips dan trik kemenangan bermain juga disediakan dengan berbagai fasilitas lengkap slot88 gacor." That is how Opensource Heroes introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: structured data describing the business, a clear heading structure and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews.

Away from its own site, other sites link to it and people discuss it in places AI engines read. 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 and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.

Industry · Food & Beverage
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

8

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

6

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Trust

3

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

5

Forum and community discussion.

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 6.6/10, Opensource Heroes has a working base to build on - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Opensource Heroes

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Opensource Heroes: Food & Beverage

Your Ingredient Label Has a Story. Is Anyone Telling It?

Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.

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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/opensource-heroes

Cite this score: Engagemii (2026). "AEO Score for Opensource Heroes." Retrieved from https://engagemii.com/aeo/brands/opensource-heroes

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

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