
March
136 posts

March
@martynasmarch
https://t.co/wssoDw9s4P - AI-ready store data via API. https://t.co/fkA6UFUBhx - shopify BOGO, mix & match bundles










how to launch and optimize DTC campaigns completely with AI agents the workflow most media buyers use is embarrassing when you think about it manually pulling reports every morning eyeballing metrics in ads manager copy pasting data into sheets writing the same ad variations over and over this is not high leverage work this is data entry with extra steps here's what the best operators are starting to do instead use claude code to build agents that do the grunt work management workflow: - create a personal Facebook ads API key and give it to claude code - launch new ads - turn off loser - promote winners optimization workflow: - agent pulls performance data across all ad sets every 6 hours - flags anything with cpa above threshold or frequency above 3 - drafts kill/scale recommendations with reasoning - sends a summary to slack creative iteration workflow: - agent identifies top 3 performing ads by roas - analyzes the hook, offer structure, and cta pattern - generates new variations based on what's actually working - not guessing, using real performance data as the input this is not hypothetical this is what media buyers running $500k+/mo are building right now the ones still manually refreshing ads manager every 2 hours are already behind but the optimization loop is only as good as the data feeding it garbage in garbage out which is where graphed .com comes in it warehouses facebook ads, google ads, ga4, and shopify / stripe data in one place so when your claude code agent needs to answer "which ad sets are profitable after accounting for actual stripe / shopify revenue not just platform reported conversions" it gets a real answer from real data in seconds ai agents are the new media buying team graphed is the data layer that makes them actually work link in comments







We've had 40 years to make forms work aaaand it still doesn't work. Here's what actually fixes it. Every dropdown, every text field, every "please enter your date of birth in MM/DD/YYYY format" - all of it exists for one reason: machines needed structured input from humans.












