Articles on this site
Practical notes on site architecture, AI visibility and operating the work. Each article names the pages and checks it depends on.
Practice library ·
Six practical guides: MCP, technical SEO and AI answer evaluation
Inspect discovery and error contracts, canonical and noindex checks, source-versus-live evidence, evaluation fixtures and credential relationship checks. Includes editable proposals for each lane.
Working examples ·
MCP, SEO and AI evaluation in practice
Three reproducible demonstrations connect issued training to a real MCP server, source-page checks and an answer-evaluation rubric. Inspect the code and dated results.
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Site architecture ·
An Internal Linking Audit for the Pages Your Business Depends On
Find important pages with no useful incoming links, connect them to relevant guides, and verify the published paths. A practical internal linking audit.
From the Suede AI blog
Related pieces from our main publication, each at its own original URL.
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Agent commerce · Jason Colapietro · suedeai.ai
Selling to an AI agent starts before the payment
Suede AI’s $0.50 song purchase through Skyfire in Claude Desktop, with discovery, user approval, payment and delivery.
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Research · suedeai.ai
AI Crawler Access Index: September 2026 robots.txt and llms.txt study
Across 1,000 top domains on a pinned Tranco list, 138 of the 497 robots.txt responses that could be evaluated (27.8%) disallow at least one of five AI crawler tokens at the root. The per-domain data and the script are published with it.
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Operations · suedeai.ai
An AI agent workflow checklist before you automate
Define the source, owner, permissions, limits and completion evidence for a business task.
Apply the method
Use the full-stack GEO method to put content repairs into a wider measurement plan. The visibility checklist gives you a practical starting sequence, and the evidence room lets you inspect our public record.