Precision Development (PxD), previously Precision Agriculture for Development (PAD), is a nonprofit organization that provides personalized advice through mobile phone notifications to farmers living in extreme poverty.


A preliminary report by GiveWell concluded that it costs PxD around $1.80 per year to reach a household with its messaging. GiveWell rated PxD a standout charity from 2020 to  2021, when that designation was discontinued (GiveWell 2020).


GiveWell (2020) Precision Agriculture for Development (mobile-based agricultural advice), GiveWell, November....

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