Zilliz vs CoLoop

Side-by-side comparison of AI visibility scores, market position, and capabilities

CoLoop leads in AI visibility (77 vs 58)
Zilliz logo

Zilliz

ChallengerData & Analytics

Vector Databases & AI Search

Creator of Milvus, most adopted open-source vector database (40K+ GitHub stars, 100M+ downloads). Founded 2017, Redwood City. Raised ~$113-132M. Private.

AI VisibilityBeta
Overall Score
C58
Category Rank
#50 of 161
AI Consensus
82%
Trend
stable
Per Platform
ChatGPT
59
Perplexity
61
Gemini
61

About

Zilliz is an AI infrastructure company founded in 2017 by Charles Xie, headquartered in Redwood City, California. It created and maintains Milvus, the world's most widely adopted open-source vector database with 40,000+ GitHub stars and 100M+ downloads. Raised approximately $113-132 million including a $60M Series B in August 2022.

Full profile
CoLoop logo

CoLoop

LeaderData & Analytics

General

AI copilot for revenue teams querying CRM and call data in natural language; $4M raised from YC and Soma Capital serving 250+ customers including Fortune 500 competing with Gong for sales intelligence.

AI VisibilityBeta
Overall Score
B77
Category Rank
#13 of 161
AI Consensus
92%
Trend
stable
Per Platform
ChatGPT
74
Perplexity
75
Gemini
76

About

CoLoop is a San Francisco-based AI analytics copilot that enables go-to-market teams (sales, customer success, revenue operations) to extract insights from customer conversations, CRM data, and sales pipeline through natural language queries — allowing revenue professionals to answer questions like "what objections are killing our enterprise deals" or "which customer segments have the highest churn risk" without writing SQL or waiting for analyst support. Founded in 2021 and backed by $4 million including a $3.5 million round from Y Combinator and Soma Capital in January 2025, CoLoop serves 250+ customers including Fortune 500 companies.

Full profile

AI Visibility Head-to-Head

58
Overall Score
77
#50
Category Rank
#13
82
AI Consensus
92
stable
Trend
stable
59
ChatGPT
74
61
Perplexity
75
61
Gemini
76
54
Claude
77
58
Grok
74

Key Details

Category
Vector Databases & AI Search
General
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Zilliz
Vector Databases & AI Search

Integrations

Only Zilliz

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