AI visibility score
3.6/ 10Weak

#2,073,803 of 2,707,329 in Technology

As of 2026-10-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

bugfloyd

bugfloyd

Unclaimed

bugfloyd.com · Technology

Borderline visible. AI bots can crawl bugfloyd, 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 1 times

Claude

#2,073,803 of 2,707,329 in Technology for AI visibility

14

AI Naming Predictability

i

Rarely named · 14/100

4

AEO Visibility

i

Near-invisible · 3.6/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About bugfloyd

from our crawl and measurement

"Skip to content bugfloyd Taming tech, one bug at a time." That is how bugfloyd introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Technology
Last scored · Oct 2, 2026

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

Weak

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

Fair

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 3.6/10, bugfloyd is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

Who is This Post for?

Although I assume you have some initial knowledge about AWS, I’ll try to explain all the used resources briefly and provide links to the related AWS documentation for further information. Also, if you’re new to Terraform, don’t worry! You can use this post as an entry point. Just follow the process with me and check the provided links to Terraform documentation if you need to dive deeper into the concepts.

Why Terraform?

Because I love it! It’s so simple and developer-friendly but powerful, modular, flexible, and extendable. I’ve spent hundreds of hours configuring and deploying cloud resources on AWS using CDK and CloudFormation. But in my personal opinion, Terraform shines in the IaC muddy ground! Terraform’s declarative approach means you describe the desired state of your infrastructure, and it figures out how to make it happen.

What is an AMI?

An Amazon Machine Image (AMI) is essentially a blueprint for an EC2 instance. It includes everything needed to launch a server: the operating system, installed software, configurations, and optional application code. Instead of setting up a fresh instance manually each time, you can use an AMI to deploy identical instances quickly and reliably. Think of it like making a pizza at home.

Why Build a Custom AMI?

When launching an EC2 instance, you have three main options: Start from scratch – Use a bare Linux AMI, launch an instance, SSH in, and manually install and configure everything. This gives you full control but is tedious and time-consuming.

What is Packer?

Packer, created by HashiCorp, is a tool that automates machine image creation. Instead of manually setting up an instance and then taking a snapshot, Packer does everything for you. You define a template (in JSON or HCL), and Packer spins up a temporary server, installs and configures everything, then saves the final golden image as an AMI.

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Picked for bugfloyd: 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 October 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for bugfloyd." Retrieved from https://engagemii.com/aeo/brands/bugfloyd

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

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