AI visibility score
4.6/ 10Fair

▲ 0.6 since Jul 2026

#1,459,574 of 2,704,685 in Technology

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

FullStack Ruby on Rails Developer

FullStack Ruby on Rails Developer

Unclaimed

lorrydriveloper.com · Technology

Borderline visible. AI bots can crawl FullStack Ruby on Rails 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.

AI engines read this profile 5 times

Apple Intelligence · Meta AI · Claude

#1,459,574 of 2,704,685 in Technology for AI visibility

5

AEO Visibility

i

Borderline · 4.6/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About FullStack Ruby on Rails Developer

from our crawl and measurement

FullStack Ruby on Rails Developer is a Albuquerque, NM business whose own site puts it this way: "LorryDriveloper FullStack Ruby on Rails Developer Former truck driver turned software developer." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.

On the page itself the strengths are clear: a clear heading structure. It is passable on a partly stated business identity. What holds it back is credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow and structured data describing the business.

Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

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

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

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 4.6/10, FullStack Ruby on Rails Developer is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for FullStack Ruby on Rails Developer: How-To

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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/lorrydriveloper

Cite this score: Engagemii (2026). "AEO Score for FullStack Ruby on Rails Developer." Retrieved from https://engagemii.com/aeo/brands/lorrydriveloper

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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