keyword

mlops books

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

$ curl "https://api.seodata.dev/v1/keyword?q=mlops+books&country=us" +--------------+------------------+ | volume | 140 | | cpc | $13.16 | | competition | 0.49 | | country | US | | updated | 2026-06-06 | +--------------+------------------+

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 engineering	480	$6.56	2/20
mlops book	170	$1.95	11/20
practical mlops	110	$3.34	2/20
best mlops book	70	$5.69	10/20
best mlops course	70	$6.45	2/20
best mlops courses	70	$6.45	2/20
big book of mlops	50	$7.56	5/20
practical mlops pdf	40	$6.92	3/20
best mlops books	30	$15.75	13/20
the big book of mlops	30	$13.38	5/20

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+books&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