Independent technical audit

michaelvereb.com

Overall AI readiness score

A combined result across all audit signals.

Excellent

AI readiness audit: 11/1/2026Public technical data

About the site

Michael Vereb is a Canada-based design engineer and website designer building conversion-focused sites with technical AI SEO. The site presents his portfolio, case studies for Arbor, Morgenlevering and JobQualified, web and product design services, plus his own tools and articles.

Category:: Services and agencies

Written by AI from the site’s llms.txt and homepage.

Overall AI readiness assessment

How ready michaelvereb.com is for AI systems

94/100

Michael Vereb — Design Engineer & Website Designer was independently audited by llmsmap. michaelvereb.com currently scores 94/100 for AI readiness. The result combines AI-specific files, crawler policy, sitemap discovery, structured homepage data, and—when available—the mobile Google Lighthouse technical profile.

Audit context

llms.txt is accessible and contains 1,411 tokens. An expanded llms-full.txt is also available with 1,602 tokens, giving agents more direct context. No separate ai.txt policy was detected; it is optional, but can clarify training, retrieval, and attribution preferences.

robots.txt is available. 11 of 11 tracked AI bots are not blocked. Declared sitemaps: 1. The homepage exposes Schema.org types WebSite, WebPage, Organization, Person; 8 OpenGraph tags were found and markup completeness is 100%.

The mobile Lighthouse profile adds Performance 99/100, Accessibility 96/100, Best Practices 100/100, SEO 100/100, and experimental Agentic Browsing 75/100. These signals have a limited weight: they complement rather than replace llms.txt, robots.txt, and structured-data checks.

Confirmed strengths

Accessible llms.txt
Expanded llms-full.txt
1 sitemap declaration
Schema.org: WebSite, WebPage
Complete social metadata

Priority improvements

1Keep machine-readable files and markup aligned with future site changes.

llms.txt tokens1,411

llms-full.txt tokens1,602

ai.txt

sitemap.xml

Google Lighthouse technical profile

A mobile Lighthouse measurement. Google’s experimental Agentic Browsing category is explained separately and does not replace the broader llmsmap AI-readiness score.

Mobile · Lighthouse

Performance

Accessibility

100

Best Practices

100

Technical SEO

Agentic Browsing

What these results mean

The mobile page renders efficiently; its largest visible content block appeared in 1.7 s.

Accessibility scored 96/100, Best Practices 100/100, and technical SEO 100/100. The experimental Agentic Browsing category scored 75/100. It measures signals Google currently tests for software agents and is shown separately from the llmsmap AI-readiness score.

Free the main thread and accelerate the first view

Split long JavaScript tasks, defer non-critical scripts and styles, and shorten blocking request chains. This helps the primary content appear sooner and makes controls usable earlier.

Reduce code that loads without helping the page

Remove unused CSS and JavaScript, load heavy widgets on demand, and limit third-party scripts. Less code means less parsing and background work on the device.

Optimise images and their loading order

Serve correctly sized modern formats, prioritise the primary visual, and lazy-load content below the first viewport.

Reduce network delay

Improve server response time, remove unnecessary redirects and repeat downloads, and use compression, caching, and selective preconnect hints.

FCP1.7 s

First content

LCP1.7 s

Main content

CLS0.043

Layout stability

TBT20 ms

Blocking time

SI2.4 s

Visual speed

Metric glossary

FCP · First content: When the first text or image appeared on screen.
LCP · Main content: When the largest visible element in the first viewport rendered.
CLS · Layout stability: How much content shifted unexpectedly while loading; lower is better.
TBT · Blocking time: How long the browser main thread could not respond quickly to input.
SI · Visual speed: How quickly the visible viewport filled with content.

11/1/2026Lighthouse 13.6.0Mobile profile

AI readiness checks

Machine-readable files, crawler policy, discovery, and homepage markup.

llms.txt

File found and accessible

https://www.michaelvereb.com/llms.txt

llms-full.txt

Full version is available

https://www.michaelvereb.com/llms-full.txt

ai.txt

ai.txt file was not found

robots.txt

File found

https://michaelvereb.com/robots.txt

Sitemap in robots.txt1

1 sitemap found

Schema.org (JSON-LD)

Types: WebSite, WebPage, Organization, Person

OpenGraph100%

8 OG tags found

AI bot access

Based on robots.txt analysis

GPTBotAllowed

OAI-SearchBotAllowed

ChatGPT-UserAllowed

Google-ExtendedAllowed

ClaudeBotAllowed

Claude-SearchBotAllowed

Claude-UserAllowed

BytespiderAllowed

CCBotAllowed

PerplexityBotAllowed

Perplexity-UserAllowed

Sitemaps

Declared discovery routes for crawlers and agents.

https://www.michaelvereb.com/sitemap.xml

OpenGraph tags

Social preview metadata found on the homepage.

Markup completeness: 100%

og:titleMichael Vereb | Canadian SEO-Focused Website Designer & Developer

og:descriptionMichael Vereb builds fast websites that convert. Partner with a Canadian expert in web design, custom development, and technical AI SEO strategy.

og:imagehttps://og.michaelvereb.com/https%3A%2F%2Fwww.michaelvereb.com%2F.webp?title=Michael%20Vereb%20%7C%20Canadian%20SEO-Focused%20Website%20Designer%20%26%20Developer

og:image:width1200

og:image:height630

og:typewebsite

og:urlhttps://www.michaelvereb.com/

og:site_nameMichael Vereb

Schema.org markup

Structured entities and properties exposed on the homepage.

Types found: 4 · Properties: 14

WebSiteWebPageOrganizationPerson

nameMichael Vereb

urlhttps://www.michaelvereb.com/

descriptionPortfolio of Michael Vereb, a Canadian web and product designer.

alternateNameMichael Vereb Portfolio, Michael Vereb Design, Vereb Design, Design by Michael Vereb, Michael Vereb Studio, Vereb Studio, Vereb, Vereb Michael, Michael Vere, Mike Vereb, Mike Vereb Design

inLanguageen

publisher{"@id":"https://www.michaelvereb.com/#organization"}

datePublished2025-01-01T08:00:00-08:00

dateModified2026-09-09T16:40:00-07:00

logohttps://www.michaelvereb.com/images/Michael-Vereb-Profile-Pic.avif

sameAshttps://www.linkedin.com/company/michael-vereb-design/, https://share.google/lOyEqsF6mVDhomC83, https://www.linkedin.com/in/michael-vereb/, https://x.com/michael_vereb, https://dribbble.com/vereb, htt

contactPoint{"@type":"ContactPoint","contactType":"Customer Support","email":"hello@michaelvereb.com","areaServed":["CA","US","EU"],

foundingDate2025-01-01

address{"@type":"PostalAddress","addressLocality":"Kelowna","addressRegion":"BC","postalCode":"V1Y","addressCountry":"CA"}

imagehttps://www.michaelvereb.com/images/Michael-Vereb-Profile-Pic.avif

# Michael Vereb — Design Engineer & Website Designer

> Design engineer building high-converting websites with technical AI SEO built in. Web and product designer creating tools for AI SEO, search visibility, content extraction, and developer utilities. Based in Canada.

- [llms-full.txt](https://www.michaelvereb.com/llms-full.txt): Complete untruncated single-file documentation corpus for all case studies, services, and articles.

## Overview & Roles

- **Primary URL:** [https://www.michaelvereb.com](https://www.michaelvereb.com)
- **Roles:** Website Designer & Builder, Design Engineer, Senior Product Designer, Product Designer, AI Designer, Growth Designer
- **Core Skills:** Conversion Web Design, Product UI/UX Design, Design Systems, Technical AI SEO & GEO, Conversion Rate Optimization (CRO), Web Development
- **Platform & Stack:** Cloudflare Edge (Workers & Pages), Directus Headless CMS, Astro, Vanilla JS, Vanilla CSS, Docker, Python, Go, Figma, Webflow

## Core Pages

- [Home](https://www.michaelvereb.com): Michael Vereb's primary portfolio, overview of design engineering expertise, featured work, and client testimonials.
- [Work](https://www.michaelvereb.com/#work): Deep-dive case studies archive and featured client production projects.
- [Explorations](https://www.michaelvereb.com/#explorations): UI experiments, micro-interactions, components, and open design explorations.
- [About](https://www.michaelvereb.com/#story): Michael Vereb's background, design philosophy, and verified client testimonials.
- [Resume](https://www.michaelvereb.com/resume): Professional background, roles, technical proficiencies, and career history.

## Case Studies

- [Arbor Case Study](https://www.michaelvereb.com/work/arbor): Scaling carbon accounting SaaS platform, design system architecture, 938% organic search traffic growth, and 1,329% impressions increase.
- [Morgenlevering Case Study](https://www.michaelvereb.com/work/morgenlevering): Product design for Norway's premier breakfast delivery mobile app, family group features, and subscription engine.
- [JobQualified Case Study](https://www.michaelvereb.com/work/jobqualified): Overhauling B2B e-commerce safety templates, Google Merchant Center feed fixes, and 111.5% organic click increase.

## Michael Vereb's Tools & Ecosystem

- [FastMCP](https://www.fastmcp.dev): Open directory of Model Context Protocol (MCP v2) servers with instant 1-click connect for AI agents.
- [Agent Audit AI](https://www.agentauditai.com): Autonomous AI agent readiness, WebMCP tool schema diagnostics, and edge security audit engine.
- [Copy Markdown](https://www.copymarkdown.md): Free Google Chrome extension and web utility for converting web pages into cleanly-formatted Markdown (.md).
- [llms-text](https://www.llms-text.com): Free web tool for generating standardized, validated llms.txt and llms-full.txt files for agentic SEO.
- [AI Website Summarizer](https://www.aiwebsitesummarizer.com): Embeddable AI prompt widget for websites to enhance AI SEO, GEO, and LLM citations.
- [Blog Maker AI](https://www.blogmakerai.com): Automated SEO blog generation platform producing persona-aligned, search-optimized long-form content.
- [Referral Code Link](https://www.referralcodelink.com): Verified, manually-tested Canadian referral codes and links for exclusive benefits.
- [Carbon Accounting Software](https://www.carbonaccounting.software): Comprehensive industry index and guide of carbon accounting software tools.
- [Nested Border Radius Generator](https://www.michaelvereb.com/radius-generator): Precision CSS border-radius calculator for nested cards and containers.
- [Text Compare Difference Checker](https://www.michaelvereb.com/text-compare-difference): Real-time text diff viewer and token counter.

## Articles

- [AI SEO, LLM SEO, and GEO](https://www.michaelvereb.com/blog/ai-llm-seo): Strategic framework for Generative Engine Optimization, citation retrieval, and AI search visibility.
- [Design for Results](https://www.michaelvereb.com/blog/design): Modern web and product design principles driving growth and conversion in 2026.

## Agent Discovery & System Endpoints

- [MCP Endpoint](https://www.michaelvereb.com/mcp): Official Model Context Protocol (MCP v2) server with 11 tools covering portfolio search, case studies, services, pricing, verified testimonials, articles, and contact inquiries.
- [MCP Manifest](https://www.michaelvereb.com/.well-known/mcp.json): Model Context Protocol manifest declaring tools, schema, and capabilities.
- [AI UI MCP Endpoint](https://www.michaelvereb.com/ai-ui/mcp): Dedicated MCP endpoint for querying and installing @michaelvereb/ai-ui components.
- [XML Sitemap](https://www.michaelvereb.com/sitemap.xml): Complete machine-readable XML sitemap index.

## Social & Profile Links

- [LinkedIn Profile](https://www.linkedin.com/in/michael-vereb/): Personal LinkedIn profile for Michael Vereb.
- [LinkedIn Company](https://www.linkedin.com/company/michael-vereb-design/): Official LinkedIn company page for Michael Vereb Design / Vereb Design.
- [X / Twitter](https://x.com/michael_vereb): Design notes, build updates, and case studies.
- [GitHub](https://github.com/michaelvereb): Open-source repositories, components, and tools.
- [Figma](https://www.figma.com/@mikealikeable): Community design files, UI kits, and vector icon sets.
- [Webflow](https://webflow.com/@vereb): Webflow showcase, responsive layouts, and templates.
- [Behance](https://www.behance.net/michaelvereb): Visual design, branding, and product interfaces.
- [Dribbble](https://dribbble.com/vereb): Design shots, micro-animations, and UI explorations.

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