keyword

software development courses for beginners

Monthly search volume and cost-per-click data for "software development courses for beginners" in US.

$ curl "https://app.seodata.dev/v1/keyword?q=software+development+courses+for+beginners&country=us" +--------------+------------------+ | volume | 50 | | cpc | $25.88 | | competition | 0.73 | | country | US | | updated | 2026-05-21 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword	volume	cpc	overlap
software development courses	3,600	$28.18	19/20
software dev courses	3,600	$28.21	11/20
software development course	1,900	$26.35	17/20
software developers course	1,300	$23.09	11/20
software development training online	1,300	$43.52	10/20
software course online	390	$38.71	11/20
software courses	260	$33.35	11/20
computer software courses	260	$23.09	10/20
software development training	170	$21.08	12/20
best software development course	70	$33.53	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://app.seodata.dev/v1/keyword?q=software+development+courses+for+beginners&country=us" Returns: volume, cpc, competition Country: &country=us (50+ supported, 2-letter ISO) Auth: none for 20/day, register for 1,000/month

Full API spec: llms.txt