seodata.dev

keyword

prml book

Monthly search volume and cost-per-click data for "prml book" in US.

$ curl "https://app.seodata.dev/v1/keyword?q=prml+book&country=us" +--------------+------------------+ | volume | 1,900 | | cpc | $2.87 | | competition | 0.28 | | country | US | | updated | 2026-05-27 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
pattern recognition machine learning bishop 1,900 $1.09 20/20
prml bishop 1,900 $1.09 15/20
pattern recognition and machine learning bishop 1,900 $1.09 14/20
bishop pattern recognition and machine learning 1,900 $3.42 10/20
pattern recognition and machine learning book 1,900 $3.42 9/20
christopher bishop pattern recognition and machine learning 1,900 $2.87 8/20
bishop's prml 40 $0 8/20
christopher bishop machine learning 30 $0 9/20
bishop machine learning book 20 $0 9/20
chris bishop machine learning 20 $0 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://app.seodata.dev/v1/keyword?q=prml+book&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