seodata.dev

keyword

aws certification machine learning engineer

Monthly search volume and cost-per-click data for "aws certification machine learning engineer" in US.

$ curl "https://api.seodata.dev/v1/keyword?q=aws+certification+machine+learning+engineer&country=us" +--------------+------------------+ | volume | 50 | | cpc | $8.1 | | competition | 0.31 | | country | US | | updated | 2026-06-16 | +--------------+------------------+
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
aws machine learning certification 2,400 $4 13/20
aws machine learning engineer certification 390 $6.03 10/20
aws ml engineer certification 390 $4.99 10/20
aws machine learning cert 170 $2.79 9/20
aws machine learning engineer associate 140 $7.72 8/20
aws ml engineer 110 $11.25 14/20
amazon ml certification 90 $4.66 10/20
aws machine learning associate certification 90 $4.97 9/20
aws ml associate certification 90 $4.97 9/20
aws machine learning exam 50 $2.54 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://api.seodata.dev/v1/keyword?q=aws+certification+machine+learning+engineer&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