keyword

large language models from scratch

Monthly search volume and cost-per-click data for "large language models from scratch" in US.

$ curl "https://api.seodata.dev/v1/keyword?q=large+language+models+from+scratch&country=us" +--------------+------------------+ | volume | 70 | | cpc | $5.24 | | competition | 0.35 | | country | US | | updated | 2026-06-27 | +--------------+------------------+

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
build a large language model from scratch	1,600	$4.68	13/20
building llm from scratch	480	$5.6	9/20
build llm from scratch	480	$5.84	8/20
build a large language model	260	$8.98	10/20
building a large language model	260	$8.98	9/20
build large language models from scratch	170	$3.62	10/20
how to build a large language model	90	$6.32	8/20
large language model from scratch	70	$5.24	11/20
building large language models	40	$0	8/20
llm from scratch book	40	$1.79	8/20

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=large+language+models+from+scratch&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