AI visibility score
4.4/ 10Fair

▲ 1.4 since Jun 2026

#459,710 of 827,020 in Nonprofits

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Project Ponie

Project Ponie

Unclaimed

poniecode.org · Nonprofits

Borderline visible. AI bots can crawl Project Ponie, 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 7 times

Claude · Meta AI · Amazon Alexa

#459,710 of 827,020 in Nonprofits for AI visibility

62

AI Naming Predictability

i

Likely to be named · 62/100

4

AEO Visibility

i

Borderline · 4.4/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About Project Ponie

from our crawl and measurement

Project Ponie is a business whose own site puts it this way: "Project Ponie Ponie has been put out to pasture August 23rd, 2006 The Perl Foundation Over the past several years, one key aspect of the migration plan to Perl 6 has been the Ponie project." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.

On the page it is passable on a workable page structure. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, structured data describing the business, a clearly stated business identity 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 2 times in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Nonprofits
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

Clear headings and answer-style content.

Entity Clarity

Weak

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

Fair

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

AI Discoverability

Weak

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Fair

Established authority for your domain.

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.4/10, Project Ponie is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Project Ponie: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/poniecode-org

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

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

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