AI Visibility Scorecard
Fractional Developer
fractionaldeveloper.com · Technology
Borderline visible. AI bots can crawl Fractional Developer, 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
#1,350,543 of 2,704,685 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Fractional Developer
from our crawl and measurement
Fractional Developer describes itself simply: "A fractional developer is a highly skilled software engineer who works with a company on a part-time, project-based, or on-demand basis." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), 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
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.7/10, Fractional Developer is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is a Fractional Developer?
Fractional developers are highly skilled professionals who work part-time or on-demand to help you build, maintain, and enhance your software projects. Perfect for startups, small businesses, and enterprises seeking flexibility, these developers provide the expertise you need without the overhead of a full-time hire. About Us 02
Is this your brand?
The exact fixes for Fractional Developer
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 Fractional Developer.
Source & Attribution
Scored by Engagemii on September 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fractionaldeveloper
Cite this score: Engagemii (2026). "AEO Score for Fractional Developer." Retrieved from https://engagemii.com/aeo/brands/fractionaldeveloper
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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