AI Visibility Scorecard
SelfDevKit - All-in-one toolkit for developers
selfdevkit.com · Technology
Borderline visible. AI bots can crawl SelfDevKit - All-in-one toolkit for developers, 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 4 times
Claude · Apple Intelligence
#1,075,868 of 2,707,329 in Technology for AI visibility
93
AI Naming Predictability
iAI names companies like this · 93/100
5
AEO Visibility
iBorderline · 4.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About SelfDevKit - All-in-one toolkit for developers
from our crawl and measurement
SelfDevKit is a business whose own site puts it this way: "50+ essential tools in a single desktop app. Offline and private." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity. What holds it back is credibility markers like credentials or reviews, structured data describing the business and sitemaps and entity links AI can follow.
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 4.9/10, SelfDevKit - All-in-one toolkit for developers is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Our Dev Toolkit?
A better way to work as a developerStop pasting your data into random websitesKeep your sensitive data private and secure with SelfDevKit. It works offline, and the data stays on your device."I just want to code, man" Sure, we fixed itNo more ads & cookies. Every developer is tired of cookie popups and ads.
Is this your brand?
The exact fixes for SelfDevKit - All-in-one toolkit for developers
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 SelfDevKit - All-in-one toolkit for developers.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/selfdevkit
Cite this score: Engagemii (2026). "AEO Score for SelfDevKit - All-in-one toolkit for developers." Retrieved from https://engagemii.com/aeo/brands/selfdevkit
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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