seodata.dev

keyword

amazon ml certification

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

$ curl "https://api.seodata.dev/v1/keyword?q=amazon+ml+certification&country=us" +--------------+------------------+ | volume | 90 | | cpc | $4.66 | | competition | 0.48 | | country | US | | updated | 2026-06-10 | +--------------+------------------+
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 ai certification 2,900 $2.92 10/20
aws machine learning certification 2,400 $4 18/20
aws certification machine learning 590 $4.21 9/20
aws ai/ml certification 260 $4.21 11/20
aws ai ml certification 260 $4.21 10/20
aws machine learning certificate 210 $5.48 9/20
aws machine learning cert 170 $2.79 12/20
aws ml engineer 110 $11.25 9/20
amazon machine learning certification 70 $2.82 9/20
aws certification machine learning engineer 50 $8.1 10/20

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=amazon+ml+certification&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