seodata.dev

keyword

hadoop spark certification

Monthly search volume and cost-per-click data for "hadoop spark certification" in US.

$ curl "https://api.seodata.dev/v1/keyword?q=hadoop+spark+certification&country=us" +--------------+------------------+ | volume | 320 | | cpc | $4.22 | | competition | 0.11 | | country | US | | updated | 2026-06-21 | +--------------+------------------+
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
apache spark certifications 320 $6.36 8/20
apache spark developer certification 320 $6.36 7/20
certification in spark 320 $4.22 7/20
certification spark 260 $5.53 6/20
spark certification 260 $4.7 6/20
apache certifications 40 $5.9 7/20
apache certification 30 $1.43 6/20
developer certification for apache spark 30 $0 6/20
spark developer certification 20 $4.8 7/20
spark certified developer 20 $4.8 6/20

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=hadoop+spark+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