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How AI describes Apache Iceberg

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

Apache Iceberg logoApache Icebergiceberg.apache.org

Parse Score

66.5

#15 of 185 in Enterprise Cloud Storage & Data Platforms

Strength44
Reach60
Authority47
Ownership
Part ofApache Software Foundation logoApache Software Foundation
Apache Iceberg logoApache Iceberg

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Tone of voice

58% of how AI describes Apache Iceberg reads positive.

Words AI uses

AI reaches for modern · cost-effective · open table formats when it describes Apache Iceberg.

Sources

medium.com shapes more of what AI says about Apache Iceberg than any other source, at 13% of its citations.

youtube.com · community.cloudera.com · docs.datachecks.io · domo.com

AI questions where Apache Iceberg appears

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The market map

Enterprise Cloud Storage & Data Platforms →
10%20%50%Category leadersSpecialistsIn the mixLong tailNamed in more AI answers →Appears earlier in the answer →AmazonMicrosoftAlphabetVeeamMinIOApache Software…ScalityCloudianWasabiIBMDellCommvaultBackblazeNetApp

Where AI ranks Apache Iceberg

Enterprise Cloud Storage & Data Platforms#15
#15
#22
#28
#37

+ 2 more markets

Prompt
Prompt visibility
We are migrating our data lake from Hadoop to a cloud-native object storage solution.9.9
What are the best practices for managing a data lake to avoid it becoming a data swamp?4.8
I'm looking to build a data mesh architecture. What's the best platform or framework for implementing a data mesh in a large organization?4.6
What is the most scalable solution for processing "unstructured data" from legacy file servers that haven't been organized in a decade?3.5
How should a Solutions Architect decide on a cloud data warehouse for a new enterprise project?3.1
What is the best platform for building and managing a company-wide data mesh architecture?1.5
We need to re-index millions of vectors without downtime. What vector database offers the best live re-indexing and versioning capabilities?1.4
Best log pipeline for cost control + long retention?1.2
What's the best feature store for serving real-time features to ML models?1.1
We want to build a library of reusable features for our models. What is the best feature store solution for a mid-sized company?1.0
+8 more prompts·Monitor Apache Iceberg