Coveo AI‑Relevance Platform Alternatives

4.5(46 Ratings)

Considering alternatives to Coveo AI‑Relevance Platform? See what this market Coveo AI‑Relevance Platform users also considered in their purchasing decision. When evaluating different solutions, potential buyers compare competencies in categories such as evaluation and contracting, integration and deployment, service and support, and specific product capabilities.

Check out real reviews verified by Gartner to see how Coveo AI‑Relevance Platform compares to its competitors and find the best software or service for your organization.

Reviewed in Last 12 Months

How Alternatives Are Selected

1. Elastic Search

4.5

Elastic Search has become the backbone of our search and observability use cases. We use it to power merchant/transaction lookups with fuzzy matching and scoring, and to centralize logging for fast, reliable investigations. Performance has been consistently strong at scale, and the platform's flexibility lets us evolve the schema and relevance models without vendor lock-in. The trade-off is operational complexity--tuning shards, upgrades, and capacity planning require discipline--but the gains in speed to value and developer productivity have far outweighed the overhead.Read all insights and reviews for Elastic Search

Where Coveo AI‑Relevance Platform Scored Higher

Better at service and support

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2. Algolia

4.5

Algolia has been a reliable search solution for us in the initial phase. We have only integrated it with one website and will be scaling it to the remaining websites. The initial integration setup has been smooth thanks to the APIs and documentation. Features like instant search, typo tolerance and customizable ranking show strong potential to enhance user experience as we expand.Read all insights and reviews for Algolia

Where Coveo AI‑Relevance Platform Scored Higher

Better at service and support
Better evaluation and contracting

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3. Luigi’s Box

By Luigi’s Box

4.7

While the implementation was shaky, we had some difficulties that stemmed from a specific SaaS setup mostly, afterward this tool changed the game for us with outstanding yet flexible performance, data analysis, algorithm improvements, customer support.Read all insights and reviews for Luigi’s Box

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4. Vertex AI Search for commerce

4.3

Vertex AI lets us ship real GenAI use cases quickly without having to build our own MLOps stack. A mix of first-party and open-source models, plus managed evaluation/monitoring, made pilots fast and governance-friendly. We used it for knowledge retrieval and contact-center summarization; the quality was strong once we grounded the answers in our content and added human review. The learning curve is reasonable, but security/IAM and VPC setup requires upfront discipline. Costs are fair when you right-size models and enforce quotas, but can drift without guardrails. Overall: an enterprise-ready platform that is fast, controlled and scalable.Read all insights and reviews for Vertex AI Search for commerce

Where Coveo AI‑Relevance Platform Scored Higher

Better at service and support
Better evaluation and contracting

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5. FactFinder NG

4.8

As a Product Manager of e-commerce products, FACT-Finder helps us deliver fast, relevant search, navigation, recommendations and personalization experiences. We have an extensive product catalog with multiple customer segments and this platform emphasizes conversion optimization and user experience.Read all insights and reviews for FactFinder NG

Where Coveo AI‑Relevance Platform Scored Higher

Better at service and support

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6. Bloomreach Discovery

4.1

The platform's AI-powered search and personalized recommendations have significantly improved product discovery and customer engagement. Read all insights and reviews for Bloomreach Discovery

Where Coveo AI‑Relevance Platform Scored Higher

Better at service and support
Easier to integrate and deploy
Better evaluation and contracting

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7. Azure AI Search

4.3

Azure AI Search delivers fast, scalable, and intelligent search capabilities. Its semantic ranking, vector support, and integration with cognitive services enhance relevance and user experience. Setup is intuitive, and indexing is flexible. a robust solution for modern data discovery Read all insights and reviews for Azure AI Search

Where Coveo AI‑Relevance Platform Scored Higher

Better at service and support
Better evaluation and contracting

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8. Constructor

4.9

I sincerly thank the whole COnstructor Team for their continous support, even during challenging phases og the A/B test.Read all insights and reviews for Constructor

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