#1,687,132 OF 2,703,643 IN TECHNOLOGY
⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
Frontend Digest
frontenddigest.com · Technology
Borderline visible. AI bots can crawl Frontend Digest, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,687,132 of 2,703,643 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
8
AI Adoption
iBasic · 8/100
About Frontend Digest
from our crawl and measurement
Frontend Digest Level Up Your Frontend Engineering Career describes itself simply: "Your comprehensive guide to growing as a frontend engineer. From fundamentals to architecture, leadership to AI, content for every career stage." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.2/10, Frontend Digest is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Struggling to find frontend-specific system design?
Spreadsheets, chat apps, dashboards, and more — tailored for frontend interviews and real-world apps.Explore system designYour comprehensive frontend guide
How to grow as a frontend engineering manager?
First 90 days, 1:1s, delegation, hiring, and technical roadmapping — from engineers who've been there.Leadership guidesFundamentals
Is this your brand?
The exact fixes for Frontend Digest
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Frontend Digest.
Source & Attribution
Scored by Engagemii on September 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/frontenddigest
Cite this score: Engagemii (2026). "AEO Score for Frontend Digest." Retrieved from https://engagemii.com/aeo/brands/frontenddigest
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform