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AI Visibility Scorecard
beabetterdev.com · Technology
Somewhat visible. AI bots can read Be a Better Dev, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#86,276 of 2,628,363 in Technology for AI visibility
6.5
/10
AEO Score
from our crawl and measurement
Be a Better Dev describes itself simply: "Recent Articles… Read More Tips AI is Making Junior Devs Useless So I got this comment on my last video and it genuinely stopped me in my tracks." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is structured data on the page (WebPage, BreadcrumbList, WebSite) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
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
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
7
Forum and community discussion.
1
Reddit mentions and discussion.
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 6.5/10, Be a Better Dev has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Be a Better Dev
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/beabetterdev
Cite this score: Engagemii (2026). "AEO Score for Be a Better Dev." Retrieved from https://engagemii.com/aeo/brands/beabetterdev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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