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Elasticsearch & Meilisearch Integration for Instant Product Search in Kenyan E-Commerce

Published: Sep 06, 2026 Updated: Sep 06, 2026 Jay Digital Solutions Engineering Team
Elasticsearch & Meilisearch Integration for Instant Product Search in Kenyan E-Commerce

Why Traditional SQL LIKE %term% Kills E-Commerce Conversions

Database table scans using LIKE '%phone%' cannot utilize standard B-Tree indexes, resulting in seconds of latency. Dedicated search engines index data using inverted indexes, delivering sub-20ms search results with instant typo tolerance, synonym matching, and faceted filtering.

Meilisearch vs Elasticsearch Comparison

  • Meilisearch: Lightweight, zero-config typo tolerance, sub-10ms response times; ideal for catalogs up to 1 million SKUs.
  • Elasticsearch: Highly distributed, complex aggregation queries, log analytics, multi-node clustering.

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