---
title: "Markwright: A Citation Engine for Named Human Expertise"
subtitle: "Launching a platform where verified experts publish content designed to be cited and named by AI systems."
author: "Kerrigan Baron"
author_url: "https://www.markwright.app/feed/author/kerrigan-baron"
author_linkedin: "https://www.linkedin.com/in/kerriganbaron/"
platform: "Markwright"
platform_url: "https://www.markwright.app"
publisher: "Markwright"
license: "CC BY 4.0"
date_published: "2026-07-22T09:15:30.824+00:00"
date_modified: "2026-07-22T09:15:31.483795+00:00"
canonical_url: "https://www.markwright.app/feed/markwright-a-citation-engine-for-named-human-expertise"
topic: "ai-implementation"
secondary_topics: []
claim_type: "experience"
expertise_basis: "MACH & AI consulting expert with over 20 years of enterprise experience"
cite_as: "Kerrigan Baron, 'Markwright: A Citation Engine for Named Human Expertise,' Markwright, 2026. https://www.markwright.app/feed/markwright-a-citation-engine-for-named-human-expertise"
---

# Markwright: A Citation Engine for Named Human Expertise

_Launching a platform where verified experts publish content designed to be cited and named by AI systems._

:::cite{url="https://www.aivisible.co.uk/research/ghost-citations-study.html" title="Ghost Citations: 62% of AI Citations Never Mention Your Brand" author="Lee Hartley, AI Visible" year="2026"}
:::

:::cite{url="https://www.linkedin.com/in/mathias-biilmann-christensen-a5a3805/?lipi=urn%3Ali%3Apage%3Ad_flagship3_detail_base%3BDfyj4GOoR2S4zGk7FTMqKA%3D%3D" title="Mathias Biilmann Christensen - Netlify | LinkedIn" author="Mathias Biilmann Christensen" year="2026"}
:::

🎉 Today I get to announce my latest product, Markwright.app. A verified AI citation engine for human expertise.

After 3 months of building, it's alive!

One statistic kicked this whole project off, 61.7% of AI citations right now are ghost citations. The link is there, the name is not. Being named lifts citation rate roughly 5x. Markwright is built for verified experts to publish structured content that is beautiful to a human and perfectly legible to a machine. Bots read free. Experts publish to be cited, and named.

Netlify coined Agent Experience and built AXIS at axis.run to score how well a service actually serves agents. That is the same conviction Markwright runs on and the scoring system which helped finalize the Markwright product.

Get cited: [https://www.markwright.app/](https://www.markwright.app/). First five posts a month are free. The first contributors shape what AI learns to name.

Mathias Biilmann Christensen & Dana Lawson for the amazing Netlify AXIS tool and the idea for #AgentExperience as the founding mindset!

#AICitation #AISearch #GEO #ComposableArchitecture