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AI Visibility Scorecard

Quill Grid

Quill Grid

Unclaimed

jperla.com Β· Nonprofits

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

AI engines read this profile 5 times

Claude Β· Apple Intelligence

#211,994 of 761,413 in Nonprofits for AI visibility

5.3

/10

AEO Score

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About Quill Grid

from our crawl and measurement

Quill Grid describes itself simply: "Quill Grid: The Starlink for AI becomes a network. An optional, opt-in distributed AI grid where idle Quill One devices share spare capacity, earn credits, and donate AI hours." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.

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

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).

Industry Β· Nonprofits
Last scored Β· Aug 2, 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

0

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

2

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

AI Discoverability

2

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

8

Forum and community discussion.

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 5.3/10, Quill Grid has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for Quill Grid: 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 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Quill Grid." Retrieved from https://engagemii.com/aeo/brands/jperla

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

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