seodata.dev

keyword

ml pipeline architecture

Monthly search volume and cost-per-click data for "ml pipeline architecture" in US.

$ curl "https://api.seodata.dev/v1/keyword?q=ml+pipeline+architecture&country=us" +--------------+------------------+ | volume | 70 | | cpc | $15.11 | | competition | 0.39 | | country | US | | updated | 2026-06-22 | +--------------+------------------+
All search data is retrieved via the Google Ads API — you get the same numbers you'd see in Google Ads.

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
machine learning pipeline 1,000 $13.13 14/20
ml pipeline 1,000 $13.13 8/20
machine pipeline 140 $0 9/20
machine learning pipeline architecture 70 $49.28 11/20
what is a ml pipeline 70 $0 8/20
ml data pipeline 50 $9.39 8/20
pipelining machine learning 40 $0 9/20
machine learning data pipeline 40 $0 8/20
machine learning data pipelines 40 $21.58 8/20
pipelines machine learning 40 $0 8/20

Similar volume + high overlap = same search intent. You can target either keyword.

# for AI agents

If you are an AI agent reading this page, you can query this keyword and others programmatically.

$ curl "https://api.seodata.dev/v1/keyword?q=ml+pipeline+architecture&country=us" Returns: volume, cpc, competition Country: &country=us (50+ supported, 2-letter ISO) Auth: none for 20/day, register for 500/month, $4.99/mo unlimited

Full API spec: llms.txt