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How AI describes Cohere Embed

Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this

Cohere Embed logoCohere Embedcohere.com

Cohere provides an enterprise-ready AI platform offering high-performance generative language models and related tools for search, transcription, embeddings, and coding, with products like North and Compass. It supports private deployments and a Model Vault for fully isolated, performant inference, available on-premises or in isolated VPCs with strong security. The platform targets industries such as financial services, public sector, and technology, and offers resources for developers to build and scale AI-powered applications.

Ownership
Part ofCohere logoCohere
Cohere Embed logoCohere Embed

Parse Score

50.3

#14 of 96 in Embedding Model APIs and Services

Strength18/ 100
Reach36/ 100
Authority24/ 100

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Sources

cohere.com shapes more of what AI says about Cohere Embed than any other source, at 26% of its citations.

aiopsschool.com · app.ailog.fr · docs.cohere.com · learn.g2.com

AI questions where Cohere Embed appears

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The market map

Embedding Model APIs and Services →
10%20%50%Category leadersSpecialistsIn the mixLong tailNamed in more AI answers →Appears earlier in the answer →OpenAIAlphabetCohereHugging FacePineconeMTEB (Massive Te…Voyage AINomicAmazonintfloat/e5-smal…WeaviateMicrosoftSentence-Transfo…Milvus

Where AI ranks Cohere Embed

Embedding Model APIs and Services#14
#51

  • Excerpts where Cohere Embed appeared in the AI's answer

    Google AI Mode · excerpt
    Cohere Embed: Best for Retrieval-Augmented Generation (RAG) and global enterprise text.
    Google AI Mode · excerpt
    Cohere Embed: Best for specialized enterprise-focused embedding models .

  • Excerpts where Cohere Embed appeared in the AI's answer

    Google AI Mode · excerpt
    Cohere Embed (embed-v4) — Best for Enterprise Cloud & Multilingual Routing

  • Excerpts where Cohere Embed appeared in the AI's answer

    Google AI Mode · excerpt
    Cohere Embed: Offers specialized enterprise embedding customization options and deployment pathways designed to map specific business logic and industry-specific taxonomies into vector spaces.