seodata.dev

keyword

machine ops

Monthly search volume and cost-per-click data for "machine ops" in US.

$ curl "https://app.seodata.dev/v1/search-volume?q=machine-ops&country=us" +--------------+------------------+ | volume | 70 | | cpc | $0 | | competition | 0.04 | | country | US | | updated | 2026-03-31 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
mlops 6,600 $11.85 8/20
ml operations 1,900 $14.35 7/20
ml ops 1,600 $13.7 6/20
machine learning operations 480 $9.46 8/20
machine learning in operations 480 $12.49 7/20
machine learning ops 390 $12.63 9/20
operations machine learning 390 $12.63 7/20
machine learning operations mlops 210 $0 7/20
machine learning it operations 50 $67.22 8/20
ml op 30 $12.56 9/20

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/search-volume?q=machine-ops&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