What Is GEO for a Web3 Project?
A plain-English introduction to how AI search discovers, classifies, and explains Web3 products.
2026-08-064 min read
Research and observations
Web3 AI Visibility Insights
A growing English library that alternates between clear beginner guides and practical professional implementation notes.
Editorial library · 15 articles
Each article has a distinct question, audience and publication date. New material is added when it contributes evidence or a useful method—not to simulate freshness.
Entity Consistency: The Hidden Layer of Web3 AI Visibility
Why the same project must be described consistently across its homepage, docs, GitHub, ecosystem listings, and social profiles.
2026-08-057 min read
Why AI Keeps Recommending Your Competitors
Three practical reasons a smaller Web3 product can disappear from an answer while a better-documented competitor gets the mention.
2026-08-045 min read
How to Build a Citation-Ready Web3 Source Map
A practical source hierarchy for turning product facts into pages that AI assistants and human buyers can verify.
2026-08-038 min read
A Simple Web3 Website Audit in 10 Minutes
A quick first-pass checklist for founders who want to spot obvious AI-search gaps before commissioning a full review.
2026-08-025 min read
Measuring Prompt Share of Voice Without Overclaiming
A careful way to compare AI mentions over time without pretending that one answer is a permanent ranking.
2026-08-019 min read
What Makes a Web3 Homepage AI-Friendly?
A beginner-friendly way to turn a technical homepage into a clear answer about product, audience, and use case.
2026-07-315 min read
Prompt Sets: Designing a Repeatable Visibility Test
How to create a small, durable prompt set that can be tested again after a website or documentation change.
2026-07-308 min read
Why Docs Matter More Than Another Blog Post
Before publishing more marketing content, check whether the documentation answers the questions an AI system must get right.
2026-07-295 min read
Building a Web3 Comparison Page Without Hype
A practical structure for comparison pages that help buyers decide without making claims you cannot verify.
2026-07-288 min read
What Are Citations and Why Do They Matter?
A simple explanation of the sources behind AI answers and how a Web3 project can become easier to verify.
2026-07-274 min read
A Practical Fact-Verification Workflow for Web3 Teams
A lightweight review process for checking chains, custody, token references, product status, and integration claims before publication.
2026-07-269 min read
How to Explain Wallet, Protocol, and Token Clearly
The three Web3 terms that are often mixed together—and a simple way to separate them in your website copy.
2026-07-255 min read
Designing an Evidence Brief for AI Search
How to compress a complex Web3 project into a source-backed brief that supports writers, partners, and AI visibility work.
2026-07-248 min read
From AI Answer to Action List: A Founder's First Week
A practical first-week sequence for turning an AI visibility observation into a small set of website and docs improvements.
2026-07-236 min read