seodata.dev

keyword

machine learning roadmap

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

$ curl "https://api.seodata.dev/v1/keyword?q=machine+learning+roadmap&country=us" +--------------+------------------+ | volume | 390 | | cpc | $6.05 | | competition | 0.46 | | 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
roadmap for machine learning 390 $8.18 13/20
roadmap machine learning 390 $8.18 12/20
machine learning engineering roadmap 140 $6 6/20
machine learning engineer roadmap 140 $6 5/20
ml engineer roadmap 140 $8.03 5/20
ml roadmap 90 $6.23 13/20
ai ml roadmap 70 $10.04 5/20
ai/ml roadmap 70 $4.91 5/20
ai ml engineer roadmap 40 $11.89 5/20
deep learning roadmap 40 $6.21 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=machine+learning+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