seodata.dev

keyword

ml operations

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

$ curl "https://app.seodata.dev/v1/keyword?q=ml+operations&country=us" +--------------+------------------+ | volume | 1,900 | | cpc | $14.35 | | competition | 0.39 | | country | US | | updated | 2026-05-16 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
mlops 6,600 $11.85 11/20
ml ops 1,600 $13.7 8/20
machine learning in operations 480 $12.49 8/20
machine learning operations 480 $9.46 7/20
machine learning ops 390 $12.63 14/20
operations machine learning 390 $12.63 13/20
mlops meaning 210 $15.33 7/20
ml ops definition 70 $8.62 9/20
ml ops meaning 30 $8.34 9/20
ml op 30 $12.56 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://app.seodata.dev/v1/keyword?q=ml+operations&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