Meilisearch is an open-source search engine that delivers fast, relevant search results with advanced features.
Best Meilisearch Alternatives & Competitors 2026
A popular AI Search Engine tool with 191.7K monthly visits. We've analyzed 20 similar AI tools to help you compare features, popularity, and ratings. Find the perfect alternative for your needs.
Quick Comparison
(Top 5 by Traffic)| Tool | Visits | Top Market | Growth | Rating | Insight | Description |
|---|---|---|---|---|---|---|
 MeilisearchCurrent | 191.7K | 🇺🇸 United States19.3% | +31.8% | - | 📊Steady Growth Recent growth of 32%. Product is in a healthy upward trend. | Meilisearch is an open-source search engine that delivers fast, relevant search results with advanced features. |
 Algolia | 882.3K | 🇺🇸 United States21.9% | +8.9% | - | ⭐Medium Scale 100K-1M monthly visits. Growing tool with active development. | Algolia’s AI search suite offers fast, scalable, and easy-to-use search solutions for enterprises and developers, ensuring users find what they need instantly. |
 Qdrant | 319.2K | 🇺🇸 United States11.9% | +1.1% | - | ⭐Medium Scale 100K-1M monthly visits. Growing tool with active development. | Qdrant is a high-performance vector database that powers AI applications with advanced similarity search technology, making it ideal for developers and enterprises alike. |
 Zilliz | 191.5K | 🇺🇸 United States11.4% | +8.7% | - | ⭐Medium Scale 100K-1M monthly visits. Growing tool with active development. | Zilliz Cloud is the top-tier vector database for AI, offering speed, scale, and simplicity. Perfect for developers and enterprises building next-gen AI apps. |
 MyScale | 50.4K | 🇺🇸 United States10.9% | -7.2% | - | 🌱Emerging Tool 10K-100K monthly visits. Niche or new tool with potential unique value. | MyScale is the SQL vector database for scalable AI, enabling developers to build production-grade GenAI applications with minimal learning and maximum value. |
 Marqo | 50.2K | 🇺🇸 United States16.7% | +2.4% | - | 🌱Emerging Tool 10K-100K monthly visits. Niche or new tool with potential unique value. | Marqo is an AI-powered search platform that boosts ecommerce conversions by delivering personalized, relevant search results. It’s easy to integrate and offers features like semantic search, image search, and automated tagging. |
Data based on traffic metrics from December 2025
Top 20 Alternatives to Meilisearch
⭐Medium Scale
Milvus is a high-performance, open-source vector database designed for GenAI applications, offering fast search, scalability, and easy integration with popular AI tools.
523.6K
|5.0
⭐Medium Scale
Algolia’s AI search suite offers fast, scalable, and easy-to-use search solutions for enterprises and developers, ensuring users find what they need instantly.
882.3K
|5.0
Mixpeek simplifies multimodal search with flexible, scalable infrastructure, making it easy to search across any media type and discover insights.
8.0K
|3.0
🌱Emerging Tool
MyScale is the SQL vector database for scalable AI, enabling developers to build production-grade GenAI applications with minimal learning and maximum value.
50.4K
|5.0
🌱Emerging Tool
GoSearch is an AI-powered enterprise search tool that connects all your internal apps and resources, making it easier to find information, collaborate, and boost productivity. With features like AI-generated answers, unified knowledge hubs, and multimodal search, GoSearch transforms how teams work.
43.6K
|4.0
Hyperspace delivers powerful, scalable search solutions with unmatched performance and cost efficiency.
1.9K
|3.0
🌱Emerging Tool
Marqo is an AI-powered search platform that boosts ecommerce conversions by delivering personalized, relevant search results. It’s easy to integrate and offers features like semantic search, image search, and automated tagging.
50.2K
|5.0
📈High Traffic
Elastic is a versatile search AI platform that delivers fast, relevant results and enhances security, observability, and more, driving business outcomes.
1.3M
|5.0
⭐Medium Scale
Qdrant is a high-performance vector database that powers AI applications with advanced similarity search technology, making it ideal for developers and enterprises alike.
319.2K
|5.0
⭐Medium Scale
Zilliz Cloud is the top-tier vector database for AI, offering speed, scale, and simplicity. Perfect for developers and enterprises building next-gen AI apps.
191.5K
|5.0
🌱Emerging Tool
LanceDB is the ultimate database for Multimodal AI, offering fast performance, scalability, and seamless integration with your existing tools.
67.8K
|5.0
📈High Traffic
Felo is a free AI search engine that simplifies finding and understanding global knowledge.
2.0M
|5.0
🌱Emerging Tool
SEMAI is the ultimate AI SEO companion, helping you rank higher on Google and dominate AI search results. With features like real-time audits, keyword research, and competitor tracking, it’s a must-have for modern marketers.
12.0K
|4.0
⭐Medium Scale
Pinecone is a powerful vector database that makes AI knowledgeable by enabling fast, scalable, and secure search through billions of items.
565.4K
|5.0
📈High Traffic
Kagi Search offers ad-free, privacy-focused search results tailored to your needs.
4.2M
|5.0
🚀Super High Traffic
Genspark redefines search with its Agentic Engine, offering smart, efficient, and reliable results for all your needs.
12.8M
|5.0
⭐Medium Scale
Tavily is a powerful search engine tailored for AI agents, offering real-time, accurate results and easy integration. It’s perfect for enhancing AI applications with reliable, up-to-date information.
510.5K
|5.0
⭐Medium Scale
Jina AI offers a powerful suite of tools for enhanced search, content extraction, and data analysis, making it the go-to solution for smarter information retrieval.
547.2K
|5.0
🌱Emerging Tool
Bocha AI Search connects your AI to a world of knowledge with accurate results.
26.7K
|4.0
ViSenze is an AI-powered platform that enhances product discovery through Multi-Search and personalized recommendations, making shopping smarter and more efficient.
9.1K
|3.0