seodata.dev

keyword

ml op

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

$ curl "https://app.seodata.dev/v1/keyword?q=ml+op&country=us" +--------------+------------------+ | volume | 30 | | cpc | $12.56 | | competition | 0.42 | | country | US | | updated | 2026-05-24 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
mlops 6,600 $11.85 12/20
ml operations 1,900 $14.35 8/20
ml ops 1,600 $13.7 10/20
what is mlops 1,000 $11.74 7/20
machine learning operations 480 $9.46 7/20
machine learning ops 390 $12.63 8/20
operations machine learning 390 $12.63 7/20
machine ops 70 $0 9/20
ml ops definition 70 $8.62 7/20
mlops definition 70 $11.54 7/20

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://app.seodata.dev/v1/keyword?q=ml+op&country=us" Returns: volume, cpc, competition Country: &country=us (50+ supported, 2-letter ISO) Auth: none for 20/day, register for 1,000/month

Full API spec: llms.txt