AI visibility score

5.9/ 10Fair

▲ 4.1 since Jul 2026

#57,582 of 826,079 in Nonprofits

As of 2026-08-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

The Constitutional Republic

Name: The Constitutional Republic - AI Visibility Score
Creator: Engagemii
Published: 2026-08-31T19:46:34.415Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

17sog.substack.com · Nonprofits

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

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AI engines read this profile 1 times

Claude

#57,582 of 826,079 in Nonprofits for AI visibility

AEO Visibility

Borderline · 5.9/10

Muse Index Score

AI agent readiness

Basic · 5/100

AI Adoption

None detected · -/100

About The Constitutional Republic

from 17sog.substack.com

Project Milk Carton brings clarity, compassion, and practical action to missing-children awareness, child welfare, and the public systems meant to protect children. Click to read Project Milk Carton,

Industry · Nonprofits

Last scored · Aug 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Weak

Clear headings and answer-style content.

Entity Clarity

Fair

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

Strong

Established authority for your domain.

Reference Presence

Strong

Recognized in AI knowledge graphs.

News & Press

Strong

Press and news coverage.

Community

Strong

Forum and community discussion.

Social Mentions

Strong

Social discussion and mentions.

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 5.9/10, The Constitutional Republic has a working base to build on - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for The Constitutional Republic: 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 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/17sog-substack

Cite this score: Engagemii (2026). "AEO Score for The Constitutional Republic." Retrieved from https://engagemii.com/aeo/brands/17sog-substack

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