#1,154,500 OF 1,957,202 IN MEDIA & ENTERTAINMENT
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AI Visibility Scorecard
This Week in AI Engineering
thisweekinaiengineering.com · Media & Entertainment
Borderline visible. AI bots can crawl This Week in AI Engineering, 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 5 times
Meta AI · Claude
#1,154,500 of 1,957,202 in Media & Entertainment for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About This Week in AI Engineering
from our crawl and measurement
This Week in AI Engineering is a business whose own site puts it this way: "Get your weekly AI Engineering news in 4 minutes or less. Click to read This Week in AI Engineering, by Jam.dev, a Substack publication. Launched 2 years ago." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
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
4
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
7
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
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 4.3/10, This Week in AI Engineering is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for This Week in AI Engineering
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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/thisweekinaiengineering
Cite this score: Engagemii (2026). "AEO Score for This Week in AI Engineering." Retrieved from https://engagemii.com/aeo/brands/thisweekinaiengineering
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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