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AI Visibility Scorecard

We are Childfree

We are Childfree

Unclaimed

wearechildfree.substack.com · Other

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

Monitoring for AI engine activity

In the Engagemii AEO index

5.9

/10

AEO Score

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About We are Childfree

from our crawl and measurement

"Celebrating childfree lives, one story at a time! Click to read We are Childfree, a Substack publication with thousands of subscribers." That is how We are Childfree introduces itself. As far as answer engines are concerned it may as well not exist yet: 1.2 out of 10.

Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.

Industry · Other
Last scored · Aug 12, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

3

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

1

Inbound links from other sites.

Domain Trust

0

Little domain authority yet.

Entity Presence

10

Recognized in AI knowledge graphs.

News Mentions

10

Press and news coverage.

Community

10

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

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The exact fixes for We are Childfree

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Weekly ChatGPT & Claude citation tracking

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Picked for We are Childfree: 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 12, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for We are Childfree." Retrieved from https://engagemii.com/aeo/brands/wearechildfree-substack

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

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