Prompt
I’m building a SaaS app and want a hosted search API instead of running Elasticsearch — what are my options?
Latest observation
Yes — if you want a hosted search API instead of operating Elasticsearch yourself, you’ve got several good options depending on what kind of search you need:
1) Full-text site/app search
Best if you need fast keyword search, filters, typo tolerance, facets, and relevance tuning.
-
Algolia
Very popular, easy to integrate, fast, great DX, strong typo tolerance/faceting.
Tradeoff: can get expensive at scale, and it’s a proprietary platform. -
Typesense Cloud
Simple API, open-source engine, good typo-tolerant search, often cheaper/easier than Algolia.
Tradeoff: less mature ecosystem than Algolia. -
Meilisearch Cloud
Open-source, developer-friendly, quick setup, good default search experience.
Tradeoff: not as feature-rich for very large/complex search use cases. -
Elasticsearch/OpenSearch managed services
If you still want Elastic/OpenSearch features but don’t want to manage clusters:- Elastic Cloud
- AWS OpenSearch Service
- Aiven
- DigitalOcean Managed OpenSearch
Tradeoff: more operational complexity/cost than “API-first” search products.
2) E-commerce / faceted search
If your SaaS has catalogs, products, or lots of filtering:
- Algolia
- Typesense
- Meilisearch
- Constructor.io
Great for commerce search/recommendations, but usually pricier and more specialized.
3) Document / knowledge-base / semantic search
If you need natural-language or vector search over docs:
- Pinecone
- Weaviate Cloud
- Qdrant Cloud
- Zilliz Cloud (Milvus)
- Elastic Cloud (vector search support too)
- OpenSearch (kNN/vector search support)
Often used alongside a keyword search engine, or as the primary search layer for AI products.
4) “Search everything” enterprise platforms
If you need richer enterprise capabilities, connectors, permissions, etc.:
- Coveo
- Glean (more internal knowledge search)
- Swiftype by Elastic (depending on current product direction/availability in your region)
How to choose quickly
A simple rule of thumb:
- Need best DX and polished search UX: Algolia
- Need open-source feel + good hosted experience: Typesense Cloud or Meilisearch Cloud
- Need Elasticsearch-compatible features without ops: Elastic Cloud / OpenSearch Service
- Need semantic/vector search for AI: Pinecone / Weaviate Cloud / Qdrant Cloud
- Need commerce-specific search: Algolia or Constructor.io
Common decision factors
Check these before choosing:
- Typo tolerance and relevance tuning
- Facets/filters and sorting
- Vector/semantic search support
- Multi-tenancy / per-customer data isolation
- Indexing latency
- API simplicity and SDKs
- Cost at your expected query volume
- Data residency / compliance needs
If you want, I can also give you:
- a shortlist by use case (SaaS docs, marketplace, CRM, etc.), or
- a comparison table of Algolia vs Typesense vs Meilisearch vs Elastic Cloud.