How Username Reservation Works

Most platforms start with a simple blocklist — a text file with a few hundred usernames. By the time they hit a million users, that file has become unmaintainable. Here is how reservation systems actually work at scale, and why the blocklist approach fails.

The naive approach is a static list. You create a file with admin, root, support, and a few hundred other obvious terms. This works for the first year. Then you realize you missed @administrator. And @admin1. And @4dmin. And the Cyrillic version of admin that looks identical. Suddenly your "simple" list needs thousands of entries and regex patterns.

Mature platforms use categorized reservation systems. Instead of a flat list, they organize restrictions into categories: system terms, brand names, celebrities, geography, government entities. Each category has its own rules. System terms are always blocked. Brand names might be blocked or flagged for review. Celebrity names could require identity verification.

The best implementations use real-time lookups against a specialized API. When a user tries to register, the system sends the username to a service that checks it against current trademark databases, known brand lists, and pattern matching rules. This approach stays current without manual updates.

Edge cases matter more than you expect. Unicode homoglyphs — characters that look identical but are technically different — let attackers register gооgle.com (with Cyrillic o). Leet speak variations like 4dm1n slip past naive filters. Platforms need normalization layers that convert usernames to canonical forms before checking.

Key Takeaways

  • Static blocklists break at scale — they miss variations and require constant updates
  • Category-based systems allow different rules for different username types
  • Real-time API checks stay current with trademark databases automatically
  • Unicode normalization catches homoglyph attacks (Cyrillic characters that look like Latin)
  • Pattern matching catches leet speak and common variations

Common Reserved Categories

System & Infrastructure

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Technical usernames like admin, root, and api that platforms block to prevent conflicts with core functionality and administrative access.

@admin@administrator@root@system@api

Brand Names & Trademarks

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Trademarked company names and brand identifiers that platforms protect to prevent impersonation and trademark infringement.

@google@apple@microsoft@amazon@meta

Celebrities & Public Figures

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Names of famous individuals, influencers, politicians, and public personalities that require identity verification.

@elonmusk@taylorswift@mrbeast@pewdiepie@oprah

Geographic Locations

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City names, country names, states, and notable locations that platforms often reserve for official regional accounts.

@paris@tokyo@london@newyork@california

Try It Yourself

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