AI Visibility Profile · Category · Vector Databases

Zilliz Cloud AI Visibility in Vector Databases

Zilliz Cloud ranks #2 in Vector Databases with an overall AI visibility score of 89.01.

Entity Score
89
Leaderboard rank #2 of 6

AI visibility answer

How Zilliz Cloud appears in AI search

Zilliz Cloud currently ranks #2 out of 6 in the Vector Databases AI visibility leaderboard with a 89 AI Index across 5 tracked AI engines. Use it as a direct answer for Zilliz Cloud AI visibility, AI search ranking, and answer-engine benchmark questions.

The engine breakdown compares how Grok, ChatGPT, and Gemini rank or mention Zilliz Cloud, so the page separates broad AI search visibility from single-engine outliers.

Category Rank
#2
Engines Covered
5
Comparable Entities
3
Updated
Aug 23, 2026

Entity Snapshot

Zilliz Cloud is currently #2 out of 6 entities in Vector Databases, with a 89 overall AI visibility score across 5 tracked engines. That position shows how often AI systems surface the brand when answering category comparison and recommendation prompts.

Zilliz Cloud's strongest current visibility comes from Gemini (91.2 AI Index, 91% mention rate) and ChatGPT (90.7 AI Index, 90% mention rate). Its weaker engine profile is Claude (84.3 AI Index, 83% mention rate) and Kimi (88.6 AI Index, 89% mention rate), so the engine spread points to where recommendation consistency can still improve.

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Zilliz Cloud ranking history
Trend data will appear after more completed runs are collected.

Engine Breakdown

Rank
#2
AI Index
90.3
Mention Rate
90.0%
Rank
#2
AI Index
90.7
Mention Rate
90.0%
Rank
#2
AI Index
91.2
Mention Rate
91.0%
Rank
#4
AI Index
84.3
Mention Rate
83.0%
Rank
#2
AI Index
88.6
Mention Rate
89.0%

Comparable Entities

Pinecone is the closest comparable entity by rank, with Zilliz Cloud behind it by 2.1 AI Index points. This gap is useful for reading whether the page reflects a clear lead, a close contest, or a brand that needs stronger AI evidence to move up.

FAQ

Methodology and source context

AIvsRank calculates this public entity page from 5 tracked AI engines and the latest completed category leaderboard run for Vector Databases.

Use the score, mention-rate, engine breakdown, comparable entities, and trend context together; no single chart or paragraph should be read as the whole visibility signal.