keyword

how to learn software development for beginners

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

$ curl "https://app.seodata.dev/v1/keyword?q=how+to+learn+software+development+for+beginners&country=us" +--------------+------------------+ | volume | 10 | | cpc | $0 | | competition | 0.43 | | country | US | | updated | 2026-06-04 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword	volume	cpc	overlap
learn about software	590	$15.7	8/20
learning about software	590	$15.7	7/20
learning software development	320	$19.44	6/20
software development learning	320	$19.44	6/20
software developer learning	50	$25.76	8/20
software developer learn	50	$25.76	7/20
how to learn software developer	50	$25.76	6/20
how to learn software development online	30	$27.32	7/20
how to learn software	20	$9.4	8/20
how to start learning software engineering	20	$16.23	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://app.seodata.dev/v1/keyword?q=how+to+learn+software+development+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