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tech 22 June 2026

Instant Autocomplete for 240 Million Domain Names

Learn how Wirewiki achieved near-instant autocomplete for 240 million domain names using an innovative technique.

Article inspired by the original source
p99 0ms* autocomplete for 240 million domain names ↗ ruurtjan.com

Why Autocomplete is Crucial

In today's digital world, speed and efficiency are key differentiators. Wirewiki, a site specializing in inspecting internet infrastructure, understood this need and implemented an ultra-fast autocomplete feature for its users. With 240 million domain names available, ensuring a smooth and fast user experience is a major challenge.

The Challenge of Speed

The goal was to make autocomplete almost instantaneous—as if it anticipated the user's thoughts. To achieve this, Wirewiki needed to ensure that suggestions appear even before the user finished typing. This means the system had to operate faster than the time between two keystrokes.

The Technical Solution

Wirewiki implemented a technique of client-side prefetching and caching. When a user starts typing, the system prefetches suggestions for the typed character as well as for the next one. For instance, if the user types "wi", the system prefetches suggestions for "wi" and anticipates "wik", "win", etc.

API Performance

To make this possible, the API has to be extremely fast. The aim is that 99% of the time, the results are ready before the user releases the key. Wirewiki managed to achieve a p99 response time of 0 ms through rigorous API optimization and efficient infrastructure.

Impact on the User

This response speed has a direct impact on the user experience. Instant autocomplete not only reduces user frustration but also increases their engagement and satisfaction. According to a recent study, a 100 ms improvement in load speed can increase conversions by 1%.

Conclusion

By combining innovative prefetching techniques and optimized API infrastructure, Wirewiki provides an exceptional user experience. This approach can be applied to other areas requiring high performance.

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