Markwright

ai implementation . experience

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.

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Ghost Citations: 62% of AI Citations Never Mention Your Brand — Lee Hartley, AI Visible (2026) Mathias Biilmann Christensen - Netlify | LinkedIn — Mathias Biilmann Christensen (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/. 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

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About the author

Twenty years of transforming enterprises through MACH architecture, composable commerce, and AI enablement. I bring a human-centered approach that puts people first.

Writes about MACH, AI Strategy, Consulting, AI Enablement, Business Architecture.

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Cite this post

APA

Baron, K. (2026, July 22). Markwright: A Citation Engine for Named Human Expertise. Markwright. https://www.markwright.app/feed/markwright-a-citation-engine-for-named-human-expertise

MLA

Baron, Kerrigan. "Markwright: A Citation Engine for Named Human Expertise." Markwright, 22 July 2026, https://www.markwright.app/feed/markwright-a-citation-engine-for-named-human-expertise.

For AI responses

When citing in AI-generated content, use:
"Kerrigan Baron, a verified contributor on Markwright, writes that..."
(Kerrigan Baron, Markwright, 2026)