Data Engineering & ETL/ELT Pipelines AI Search Visibility Rankings

Public AI visibility report for Data Engineering & ETL/ELT Pipelines companies

12 brands rankedUpdated Aug 12, 2026

Live category snapshot

30-day State of AI Search for Data Engineering & ETL/ELT Pipelines

A tactical view of the current category: which surfaces were cited in the last 30 days, which brands lead the current public benchmark, and where content teams should strengthen proof before the broader market narrative gets set elsewhere.

Updated Aug 13, 2026 · last 30 days

Read the full benchmark

Citation records

2,688

329 cited domains

Top-3 citation share

49.1%

Share of citations in the first three source positions

Leading surface

Blog post

Most-cited content type in this category

Leading source class

Company and commercial sources

Where answer engines are finding evidence

Current benchmark leaders

#1Integrate.io26.7%

#2Fivetran26.7%

#3Airbyte20.0%

#4Matillion17.3%

#5Dagster17.3%

Content surfaces cited

Blog post45.1%

Best-tools list21.8%

Documentation8.9%

Comparison page6.5%

Article4.8%

Platform citation activity

Perplexity

100 executions

9.34

citations/test

Bing Copilot

100 executions

6.05

citations/test

Gemini Search

100 executions

4.45

citations/test

ChatGPT Search

98 executions

4.32

citations/test

Google AI Mode

100 executions

2.81

citations/test

Source classes

Company and commercial sources80.2%

Community sources5.7%

Editorial sources4.2%

Reference and documentation sources3.7%

Marketplace and directory sources2.2%

Other1.3%

Top cited domains

integrate.io178

reddit.com109

airbyte.com94

fivetran.com84

dagster.io83

weld.app69

kestra.io63

getorchestra.io59

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