AI-Visible Web Architect · Berkeley, CA
I build websites that AI systems can read, trust, and cite. Built for technical founders and content teams; chudi.dev is the public working model.
● Live self-audit · verified 2026-05-23 (live from /audits/latest_*.json snapshots) · AVR v1.1.0 · this site runs the rubric it sells →
§1 · Selected work
Product · citability.dev
A 7-site audit showed domain authority has zero correlation with AI citations: citability.dev (DA under 10) hit a 15% citation rate while Ahrefs (DA 92) sat at 5%. The tool scores any URL against the same AVR rubric this site is built on.
15%citation rate vs 5% (DA 92)
Framework · AVR
The 8-section audit rubric behind everything here. All 5 audited chudi.dev pages moved to EXTRACTABLE in under a day; CI blocks regressions on every deploy.
Published on
Featured by
§2 · Writing
Start here · Why ChatGPT Isn't Citing Your Site: 6 AEO Factors
Start here · Claude Code Best Practices 2026: A Field Guide
Start here · ADHD Productivity: The System I Built After GTD Failed Me
A New Domain Outscored Ahrefs on AI Citation Rate. Here Is How We Measured It.
Domain Authority does not predict whether AI systems will cite your site. A first-party baseline audit using the AI Visibility Readiness (AVR) Framework showed citability.dev achieving a 15% AI citation rate while ahrefs.com measured 5% on the same 20-query protocol.
What a Solo Builder's Claude Code Operating System Actually Looks Like
A look inside claude-customizations, a production Claude Code harness built over months of solo development. The repository contains 46 named skills, 39 hook scripts, and 18 agents -- each a discrete capability the system can invoke autonomously or on request.
Cloudflare Will Block AI Crawlers by Default on September 15: What Site Owners Need to Do Now
Cloudflare blocks AI crawlers by default on September 15, 2026. Should you block, allow, or charge via Pay Per Crawl? Decision matrix + verification steps.
How to Get Cited by ChatGPT: My 0/5 GEO Audit
I ran my own site through 5 buyer-intent queries on Perplexity and got cited zero times. Here is what GEO actually is and the pattern the winners share.
§3 · The idea, in one paragraph
AI-visible web architecture is the practice of structuring a website so it serves three audiences simultaneously: human readers through editorial design, large language models through machine-readable content surfaces (llms.txt, structured data, FAQ schema), and AI agents through callable tool interfaces (WebMCP, ai.txt). This site is the reference implementation.
Clone github.com/ChudiNnorukam/avr-pipeline, install scripts/requirements.txt, and run python3 scripts/run_audit.py YOUR_URL --skip-lighthouse --full-v11. The free audit covers infrastructure plus the three v1.1.0 sections at zero API cost.
The canonical AVR v1.1.0 framework page lives at /framework. It documents all eight audit sections, the three verdict tiers, the example output for chudi.dev, the v1.0 to v1.1.0 changelog, and the verified citation numbers behind every claim.
chudi.dev DEMONSTRATES AVR. citability.dev IMPLEMENTS AVR. The framework was authored on this site as a case study; the audit tool that scores any URL against the framework lives at citability.dev. Both sites land AGENT-READY 3 of 3 on Section 6 as of 2026-05-23.
The live JSON snapshot is at /api/webmcp/avr-self-audit?format=full. A walkthrough post sits at /blog/avr-v1-1-0-case-study-audit. The reproducible source files live in the avr-pipeline repo under sample-audits.
Chudi Nnorukam is the AI Visible Web Architect. The operator stack is the AVR Framework on top of an AI-Visible Web Architecture pattern. The full bio with cross-platform sameAs links, affiliations, and Entity Authority Tier signals lives at /about.
