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AI Visibility Scorecard

Dev Comments

Dev Comments

Unclaimed

www.devcomments.com · Other

At 2.3/10, Dev Comments 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

2.3

/10

AEO Score

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About Dev Comments

from our crawl and measurement

Dev Comments is a business whose own site puts it this way: "Skip to content Dev Comments Solving everyday dev problems Scroll down to content Posts Nothing Found It seems we can’t find what you’re looking for." As far as answer engines are concerned it may as well not exist yet: 2.3 out of 10.

Our crawl found a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file.

Industry · Other
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

4

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

0

No inbound links found yet.

Domain Trust

2

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

1

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

Is this your brand?

The exact fixes for Dev Comments

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Dev Comments: 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/www-devcomments

Cite this score: Engagemii (2026). "AEO Score for Dev Comments." Retrieved from https://engagemii.com/aeo/brands/www-devcomments

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

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