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AI Visibility Scorecard

Dear Bernice

Dear Bernice

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dearbernice.com · Education

At 2.3/10, Dear Bernice is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#837,769 of 867,677 in Education for AI visibility

2.3

/10

AEO Score

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About Dear Bernice

from our crawl and measurement

Dear Bernice is a business whose own site puts it this way: "Posted on July 4, 2020Categories Antique Postcard, Family HistoryTags Roy, USMC Bernie is sweet I am not sure who SNUPPIE is/was … I guess an admirer." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.3 out of 10.

What holds it back is credibility markers like credentials or reviews, structured data describing the business, sitemaps and entity links AI can follow, the first things an answer engine looks for.

Off the page there is almost nothing to corroborate it: almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business. That half of the score is earned elsewhere on the web, not on the site itself.

Industry · Education
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

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

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

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 2.3/10, Dear Bernice is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Dear Bernice

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Dear Bernice: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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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/dearbernice

Cite this score: Engagemii (2026). "AEO Score for Dear Bernice." Retrieved from https://engagemii.com/aeo/brands/dearbernice

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

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