keyword

certified developer on apache spark

Monthly search volume and cost-per-click data for "certified developer on apache spark" in US.

$ curl "https://api.seodata.dev/v1/keyword?q=certified+developer+on+apache+spark&country=us" +--------------+------------------+ | volume | 320 | | cpc | $6.36 | | competition | 0.21 | | 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 developer certification	320	$6.36	14/20
spark certified	320	$5.57	12/20
apache spark certifications	320	$6.36	11/20
apache spark certified developer	260	$5.75	11/20
spark certification databricks	170	$8	10/20
databricks pyspark certification	50	$28.25	10/20
databricks apache spark certification	40	$15.69	10/20
developer certification for apache spark	30	$0	10/20
spark certified developer	20	$4.8	13/20
spark developer certification	20	$4.8	12/20

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=certified+developer+on+apache+spark&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