numbers people usually guess wrong on, so sharing them. scraping 50 businesses off google maps with reviews and contact details: about 5 minutes. writing and sending a personalised email per lead: roughly 2 cents each. an ai voice actually ringing the lead and handling the conversation: about 25 cents a call. whole stack, around 30 a month. apify, claude, n8n, supabase, vapi, twilio. the point isnt that its cheap, its that "too expensive to personalise at scale" stopped being true this year. if youre still sending merge-field emails youre now competing with people who arent. breakdown here: https://youtu.be/CnqQ7-iFEXA