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AI Visibility Scorecard

Frank's Dev Blog

Frank's Dev Blog

Unclaimed

matranga.dev · Media & Entertainment

Borderline visible. AI bots can crawl Frank's Dev Blog, 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 1 times

Meta AI

#1,412,581 of 1,895,908 in Media & Entertainment for AI visibility

3.7

/10

AEO Score

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About Frank's Dev Blog

from our crawl and measurement

Frank's Dev Blog is a business whose own site puts it this way: "I write about interesting technical problems and solutions I run into." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.

On the page it is passable on a workable page structure and basic crawler access. What holds it back is structured data describing the business, a clearly stated business identity, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.

Off the page there is only faint evidence that only a handful of sites link to it, the domain is only lightly established and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

There is not much on the page to read either, about 112 words. The business dates to 2023.

Industry · Media & Entertainment
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

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

6

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

1

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

3

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 3.7/10, Frank's Dev Blog is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Frank's Dev Blog: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/matranga-dev

Cite this score: Engagemii (2026). "AEO Score for Frank's Dev Blog." Retrieved from https://engagemii.com/aeo/brands/matranga-dev

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

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