What's the best way to implement streaming data ingestion from a message queue like Kafka?

Snapshot as of Mar 12, 2026. Sign up free to see the latest daily data.

Total mentions

801

Unique brands

Avg brands/response

22.3

Top domain

shaped.ai

Top brand

Apache Kafka

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Prompt visibility

Prompt visibility score combining mention rate and average position - 0-100 scale.

Top brand - Visibility score

Apache Kafka87.5%

Kafka Connect33.3%

Apache Flink28.6%

Responses

Counts only on free plans

Total responses

Total mentions

801

Total citations

706

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We need a streaming data platform that's easier to manage than self-hosted Kafka for real-time event processing.We want to connect our LLM agent to real-time data streams. What's the best way to integrate agents with services like Kafka or WebSockets?Best queue/streaming platform for event-driven apps?Which streaming data platform, like Confluent Cloud or Redpanda, is easier to manage than self-hosted Kafka?How should a back-end developer choose a message queue for a microservices architecture?My goal is to build real-time streaming analytics applications. What's the best managed streaming data platform for an enterprise?

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Total mentions

801

Unique brands

Avg brands/response

22.3

Top domain

shaped.ai

Top brand

Apache Kafka

Unlock full data

Full brand & citation dataResponse trends over timeTrack your brand's ranking

Prompt visibility

Prompt visibility score combining mention rate and average position - 0-100 scale.

Top brand - Visibility score

Apache Kafka87.5%

Kafka Connect33.3%

Apache Flink28.6%

Responses

Counts only on free plans

Total responses

Total mentions

801

Total citations

706

Related prompts

Other prompts with similar intent

Top brand - Mention rate

Apache Kafka87.5%

Apache Flink87.5%

Kafka Connect75.0%

Apache Spark75.0%

Kafka Streams75.0%

Top brand - Avg. position

Top cited URLs

shaped.ai

2.7%

brainforge.ai

2.3%

en.wikipedia.org

1.8%

reelmind.ai

1.8%

eoxs.com

1.8%