What AI assistants recommend when buyers ask about open-source data pipeline tools — measured weekly across engines, published as open data.
Sample: 49 AI answers · Window: May 23, 2026 – Jun 20, 2026 (4-week rolling)
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | Apache Airflow airflow.apache.org | 89.8% avg pos 5.1 | — | CHATGPT 100%CLAUDE 85.7%PERPLEXITY 81% | Claim |
| 2 | Apache NiFi | 83.7% avg pos 5.7 | — | CHATGPT 95.2%CLAUDE 71.4%PERPLEXITY 76.2% | Claim |
| 3 | Airbyte airbyte.com | 61.2% avg pos 5.4 | — | CHATGPT 28.6%CLAUDE 85.7%PERPLEXITY 85.7% | Claim |
| 4 | Meltano | 59.2% avg pos 8.8 | — | CHATGPT 57.1%CLAUDE 57.1%PERPLEXITY 61.9% | Claim |
| 5 | Singer singer.io | 42.9% avg pos 7.7 | — | CHATGPT 61.9%CLAUDE 42.9%PERPLEXITY 23.8% | Claim |
| 6 | dbt Cloud getdbt.com | 34.7% avg pos 10.5 | — | CHATGPT 47.6%PERPLEXITY 33.3% | Claim |
| 7 | Apache Spark spark.apache.org | 30.6% avg pos 12.6 | — | CHATGPT 52.4%CLAUDE 28.6%PERPLEXITY 9.5% | Claim |
| 8 | Luigi luigi.readthedocs.io | 28.6% avg pos 12.5 | — | CHATGPT 52.4%PERPLEXITY 14.3% | Claim |
| 9 | Apache Kafka kafka.apache.org | 26.5% avg pos 8.1 | — | CHATGPT 47.6%CLAUDE 28.6%PERPLEXITY 4.8% | Claim |
| 10 | Talend talend.com | 20.4% avg pos 13 | — | CHATGPT 38.1%PERPLEXITY 9.5% | Claim |
| 11 | PostgreSQL | 18.4% avg pos 12.1 | — | CHATGPT 23.8%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 12 | Fivetran fivetran.com | 18.4% avg pos 14.1 | — | CHATGPT 33.3%PERPLEXITY 9.5% | Claim |
| 13 | Dagster dagster.io | 14.3% avg pos 5.2 | — | CLAUDE 14.3%PERPLEXITY 28.6% | Claim |
| 14 | Pentaho pentaho.com | 14.3% avg pos 7.8 | — | CHATGPT 19%PERPLEXITY 14.3% | Claim |
| 15 | Pentaho Data Integration | 14.3% avg pos 10.3 | — | CHATGPT 9.5%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 16 | Apache Flink flink.apache.org | 14.3% avg pos 13.4 | — | CHATGPT 23.8%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 17 | Apache Beam beam.apache.org | 14.3% avg pos 16 | — | CHATGPT 33.3% | Claim |
| 18 | Kafka | 12.2% avg pos 1 | — | CLAUDE 14.3%PERPLEXITY 23.8% | Claim |
| 19 | dbt | 12.2% avg pos 2 | — | CLAUDE 42.9%PERPLEXITY 14.3% | Claim |
| 20 | Talend Open Studio | 12.2% avg pos 7 | — | CHATGPT 9.5%PERPLEXITY 19% | Claim |
| 21 | Docker docker.com | 12.2% avg pos 11.7 | — | CHATGPT 9.5%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 22 | ClickHouse clickhouse.com | 12.2% avg pos 12.4 | — | CHATGPT 14.3%PERPLEXITY 14.3% | Claim |
| 23 | AWS SNS aws.amazon.com | 12.2% avg pos 12.8 | — | CHATGPT 19%PERPLEXITY 9.5% | Claim |
| 24 | Flink | 10.2% avg pos 2.8 | — | PERPLEXITY 23.8% | Claim |
| 25 | Apache Hadoop hadoop.apache.org | 10.2% avg pos 20 | — | CHATGPT 19%CLAUDE 14.3% | Claim |
| 26 | Redpanda | 8.2% avg pos 1 | — | PERPLEXITY 19% | Claim |
| 27 | Prefect | 8.2% avg pos 3 | — | CHATGPT 4.8%CLAUDE 28.6%PERPLEXITY 4.8% | Claim |
| 28 | Airflow | 8.2% avg pos 3.3 | — | PERPLEXITY 19% | Claim |
| 29 | petl | 8.2% avg pos 7.5 | — | CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 30 | MongoDB Atlas mongodb.com | 8.2% avg pos 11.3 | — | CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 31 | Snowflake snowflake.com | 8.2% avg pos 14.3 | — | CHATGPT 14.3%PERPLEXITY 4.8% | Claim |
| 32 | Kubernetes Operators kubernetes.io | 8.2% avg pos 16.8 | — | CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 33 | Spark Structured Streaming | 6.1% avg pos 2 | — | PERPLEXITY 14.3% | Claim |
| 34 | RabbitMQ rabbitmq.com | 6.1% avg pos 4.3 | — | CHATGPT 9.5%CLAUDE 14.3% | Claim |
| 35 | Druid | 6.1% avg pos 4.5 | — | PERPLEXITY 14.3% | Claim |
| 36 | Docker Compose | 6.1% avg pos 5.3 | — | PERPLEXITY 14.3% | Claim |
| 37 | Scriptella | 6.1% avg pos 9 | — | PERPLEXITY 14.3% | Claim |
| 38 | Apigee cloud.google.com | 6.1% avg pos 16.5 | — | CHATGPT 9.5%PERPLEXITY 4.8% | Claim |
| 39 | StreamSets streamsets.com | 6.1% avg pos 20.5 | — | CHATGPT 14.3% | Claim |
| 40 | Grafana grafana.com | 6.1% avg pos 22.7 | — | CHATGPT 9.5%CLAUDE 14.3% | Claim |
| 41 | Metabase metabase.com | 4.1% avg pos 1 | — | PERPLEXITY 9.5% | Claim |
| 42 | Superset | 4.1% avg pos 2 | — | PERPLEXITY 9.5% | Claim |
| 43 | Apache Pulsar pulsar.apache.org | 4.1% avg pos 4 | — | CHATGPT 4.8%CLAUDE 14.3% | Claim |
| 44 | Kubernetes | 4.1% avg pos 5.5 | — | PERPLEXITY 9.5% | Claim |
| 45 | Stitch | 4.1% avg pos 5.5 | — | PERPLEXITY 9.5% | Claim |
| 46 | Mage AI | 4.1% avg pos 6 | — | PERPLEXITY 9.5% | Claim |
| 47 | Pentaho Data Integration (PDI) | 4.1% avg pos 6 | — | PERPLEXITY 9.5% | Claim |
| 48 | MinIO min.io | 4.1% avg pos 7.5 | — | CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 49 | Mara Pipelines | 4.1% avg pos 8.5 | — | PERPLEXITY 9.5% | Claim |
| 50 | Hevo hevodata.com | 4.1% avg pos 19 | — | CHATGPT 4.8%PERPLEXITY 4.8% | Claim |
| 51 | Elasticsearch elastic.co | 4.1% avg pos 19.5 | — | CHATGPT 4.8%CLAUDE 14.3% | Claim |
| 52 | Prometheus | 4.1% avg pos 24 | — | CHATGPT 4.8%CLAUDE 14.3% | Claim |
| 53 | ELK Stack | 4.1% avg pos 24.5 | — | CHATGPT 4.8%CLAUDE 14.3% | Claim |
| 54 | NiFi | 2% avg pos 2 | — | PERPLEXITY 4.8% | Claim |
| 55 | PipelineWise | 2% avg pos 2 | — | CLAUDE 14.3% | Claim |
| 56 | MQTT | 2% avg pos 4 | — | CLAUDE 14.3% | Claim |
| 57 | NATS nats.io | 2% avg pos 4 | — | CLAUDE 14.3% | Claim |
| 58 | Apache Hop | 2% avg pos 6 | — | PERPLEXITY 4.8% | Claim |
| 59 | Apache Sqoop sqoop.apache.org | 2% avg pos 6 | — | CHATGPT 4.8% | Claim |
| 60 | Avro | 2% avg pos 7 | — | PERPLEXITY 4.8% | Claim |
| 61 | Benthos | 2% avg pos 7 | — | PERPLEXITY 4.8% | Claim |
| 62 | JSON Schema | 2% avg pos 7 | — | PERPLEXITY 4.8% | Claim |
| 63 | Protobuf | 2% avg pos 7 | — | PERPLEXITY 4.8% | Claim |
| 64 | CloudQuery | 2% avg pos 8 | — | PERPLEXITY 4.8% | Claim |
| 65 | Postgres | 2% avg pos 11 | — | CHATGPT 4.8% | Claim |
| 66 | MuleSoft | 2% avg pos 13 | — | CHATGPT 4.8% | Claim |
| 67 | MySQL | 2% avg pos 13 | — | CLAUDE 14.3% | Claim |
| 68 | Kubeflow | 2% avg pos 15 | — | CHATGPT 4.8% | Claim |
| 69 | Ello | 2% avg pos 16 | — | CHATGPT 4.8% | Claim |
| 70 | Parquet | 2% avg pos 16 | — | PERPLEXITY 4.8% | Claim |
| 71 | Apache Superset superset.apache.org | 2% avg pos 19 | — | CHATGPT 4.8% | Claim |
| 72 | Dagger dagger.io | 2% avg pos 19 | — | CHATGPT 4.8% | Claim |
| 73 | MuleSoft's Anypoint Platform mulesoft.com | 2% avg pos 19 | — | CHATGPT 4.8% | Claim |
| 74 | Tableau Public tableau.com | 2% avg pos 19 | — | CHATGPT 4.8% | Claim |
| 75 | Prometheus Alertmanager prometheus.io | 2% avg pos 20 | — | CHATGPT 4.8% | Claim |
| 76 | Dataiku dataiku.com | 2% avg pos 25 | — | CHATGPT 4.8% | Claim |
| 77 | Apache Druid druid.apache.org | 2% avg pos 31 | — | CHATGPT 4.8% | Claim |
| 78 | AWS Glue | 2% | — | CLAUDE 14.3% | Claim |
| 79 | Apache Camel camel.apache.org | 2% | — | CHATGPT 4.8% | Claim |
| 80 | Astronomer | 2% | — | CLAUDE 14.3% | Claim |
| 81 | Azure Data Factory | 2% | — | CLAUDE 14.3% | Claim |
| 82 | Bonobo | 2% | — | CLAUDE 14.3% | Claim |
| 83 | Debezium debezium.io | 2% | — | CHATGPT 4.8% | Claim |
| 84 | Delta | 2% | — | PERPLEXITY 4.8% | Claim |
| 85 | Embulk | 2% | — | CLAUDE 14.3% | Claim |
| 86 | Google Cloud Data Fusion | 2% | — | CLAUDE 14.3% | Claim |
| 87 | Hadoop Ecosystem | 2% | — | CHATGPT 4.8% | Claim |
| 88 | Iceberg | 2% | — | PERPLEXITY 4.8% | Claim |
| 89 | Informatica PowerCenter informatica.com | 2% | — | PERPLEXITY 4.8% | Claim |
| 90 | Matillion matillion.com | 2% | — | CLAUDE 14.3% | Claim |
| 91 | Pentaho PDI hitachivantara.com | 2% | — | PERPLEXITY 4.8% | Claim |
| 92 | Prefect Cloud | 2% | — | CLAUDE 14.3% | Claim |
| 93 | Spark sparkmailapp.com | 2% | — | PERPLEXITY 4.8% | Claim |
| 94 | Striim | 2% | — | CHATGPT 4.8% | Claim |
| 95 | dbt (Data Build Tool) | 2% | — | CLAUDE 14.3% | Claim |
| 96 | dlt | 2% | — | CLAUDE 14.3% | Claim |
| 97 | petl (Python ETL) | 2% | — | CLAUDE 14.3% | Claim |
Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.
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