keyword

mlops roadmap

Monthly search volume and cost-per-click data for "mlops roadmap" in US.

$ curl "https://api.seodata.dev/v1/keyword?q=mlops+roadmap&country=us" +--------------+------------------+ | volume | 70 | | cpc | $6.67 | | competition | 0.51 | | country | US | | updated | 2026-06-26 | +--------------+------------------+

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
mlops	6,600	$11.85	3/20
ml ops	1,600	$13.7	2/20
mlops engineer	590	$11.05	2/20
learn mlops	50	$7.73	2/20
mlops learning path	30	$11.12	6/20
mlops skills	30	$19.19	2/20

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=mlops+roadmap&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