AI Visibility Scorecard
launchweek.dev · Technology
At 3.48/10, launchweek.dev // launch weeks && dev is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, News & Press and Social Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 12 times
Meta AI · Claude · ChatGPT · Amazon Alexa
Top 10% in Technology for AI visibility
59
AI Naming Predictability
iRarely named · 59/100
Technology average 28
Top 11% of Technology
See what's behind this score →3.48
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Technology average 17
See what's behind this score →8
from our crawl and measurement
"They launched this week: durable webhooks, an open-source model training platform, and an observability tool for agents." That is how launchweek.dev // launch weeks && dev introduces itself. When AI engines look at it, they find little to work with. It scores 3.48 out of 10.
Our crawl found structured data on the page (Organization, WebSite, WebPage), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 12 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and GPTBot (ChatGPT).
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.48/10, launchweek.dev // launch weeks && dev is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/launchweek-dev
Cite this score: Engagemii (2026). "AEO Score for launchweek.dev // launch weeks && dev." Retrieved from https://engagemii.com/aeo/brands/launchweek-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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