What AI says about Cohere Embed
Part of Cohere
Data as of Oct 25, 2026Based on 30,849 AI responses
Reviewed by Dimitry Apollonsky
Where Cohere Embed ranks in AI
- Embedding Model APIs and Services#11 · 11%
- LLM Fine-Tuning Platforms#43 · 1%
- Vector Database Platforms#44 · <1%
- Enterprise MLOps Model Registry Platforms#53 · <1%
- Product Search and Discovery Platforms#78 · <1%
- Developer Backend & Vector Search Services#87 · 1%
- AI Document Processing and OCR Tools#179 · <1%
Topics where AI mentions Cohere Embed
- Managed embedding APIsEmbedding Model APIs and Services19%Rank #7
- Mentioned in
- What’s the best managed embeddings service for enterprise data?on this question34%
Excerpts where Cohere Embed appeared in the AI's answer
Google AI ModeSep 30, 2026, Google AI Mode Cohere Embed: Widely regarded as top-tier for enterprise-specific semantic search and retrieval performance
Google AI ModeSep 19, 2026, Google AI Mode Cohere Embed — Best for multilingual enterprise search and retrieval-augmented generation (RAG).
- Hosted embeddings with tenant isolationDeveloper Backend & Vector Search Services10%Rank #13
- Embedding model management and deploymentEnterprise MLOps Model Registry Platforms2%Rank #25
- Sentiment and topic analysis APIsVoice of Customer Text Analytics Platforms1%Rank #26
- Semantic product searchProduct Search and Discovery Platforms1%Rank #41
- Mentioned in
- What's the best embeddings model and API for multilingual semantic search?on this question25%
Excerpts where Cohere Embed appeared in the AI's answer
Google AI ModeAug 25, 2026, Google AI Mode Cohere Embed (embed-multilingual-v3.0) - Why it’s great: A long-time industry standard for enterprise multilingual search
Excerpts where Cohere Embed appeared in the AI's answer
Google AI ModeSep 21, 2026, Google AI Mode specialized providers like Voyage AI or Cohere Embed offer top-tier performance benchmarks.
Google AI ModeSep 9, 2026, Google AI Mode Cohere Embed : Known for robust multilingual support and strong retrieval performance.
- Best hosted embeddings with tenant isolation?on this question10%
Excerpts where Cohere Embed appeared in the AI's answer
Google AI ModeAug 31, 2026, Google AI Mode Cohere Embed: Excellent multi-lingual and large context embedding models.
- I'm looking for a simple way to create high-quality embeddings. What is the best embedding model API for my use case?on this question10%
Excerpts where Cohere Embed appeared in the AI's answer
Google AI ModeAug 21, 2026, Google AI Mode Cohere Embed (embed-v4) — Best for Enterprise Cloud & Multilingual Routing
How AI describes Cohere Embed
Common descriptions
excellent · strong · enterprise-focused · handle noisy data well · recognized · robust
Question: What’s the best managed embeddings service for enterprise data?
Google AI ModeSep 30, 2026
Cohere Embed: Widely regarded as top-tier for enterprise-specific semantic search and retrieval performance
Google AI ModeSep 19, 2026
Cohere Embed — Best for multilingual enterprise search and retrieval-augmented generation (RAG).
Google AI ModeAsk Google AI Mode yourself (opens in a new tab)ChatGPT SearchAsk ChatGPT yourself (opens in a new tab)
Question: How can I build a reliable question-answering bot over our company wiki?
Google AI ModeSep 27, 2026
embedding model (e.g., OpenAI text-embedding-3-small, Cohere Embed, or open-source BGE/E5 models)
Google AI ModeAsk Google AI Mode yourself (opens in a new tab)ChatGPT SearchAsk ChatGPT yourself (opens in a new tab)
Where AI mentions Cohere Embed
Position in answers
- Named first6%
- 2nd or 3rd27%
- Later67%
Each engine’s share of its own answers across Cohere Embed’s markets · since Jul 5
- ChatGPT Search<1%
- Google AI Mode1%
Other brands in AI Document Processing and OCR Tools
Rank
Sources AI cites
cohere.com 22%Other sites 78%
- Owned22%
- Embed | Secure AI Retrieval | Cohere · 11% (opens in a new tab)
- Enterprise AI: Private, Secure, Customizable | Cohere · 4% (opens in a new tab)
- Enterprise AI Search: How It Works and Its Benefits - Cohere · 4% (opens in a new tab)
- Deployment Options - SaaS, Cloud API, Virtual Private Cloud (VPC), On Premise | Cohere · 4% (opens in a new tab)
The page AI cites most for Cohere Embed
