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Cody Schneider
just shiposting to get my dad out gambling debt
the best source material is from human generated content
podcasts youtube videos reddit quora twitter
this is where all the new ideas are locked up in
if i prompt AI "make new ideas" lol it wont
but if i give it source material and say list insights from this, rank stack the most unique, write email newsletter about them
it will be top 10% content
7,47K
prompting in json or xml format increases LLM output by 10x
why
because structured formats give the model clear boundaries and expectations
when you ask for unstructured text, the LLM has to guess:
how long should this be?
what sections do I need?
when am I done?
what level of detail?
but with JSON/XML you're literally providing a template:
json{
"summary": "",
"key_points": [],
"analysis": "",
"recommendations": []
}
now the model knows exactly what to fill and roughly how much content each section needs
it's like the difference between "write something about cars" vs "fill out this car review form with these 12 specific fields"
the structure removes decision paralysis and gives the model permission to be comprehensive
plus JSON/XML naturally encourages the model to think in organized chunks rather than just streaming text until it feels "done"
[here's the meta hack]
don't even try to write structured prompts from scratch
instead:
1. voice-to-text brain dump everything you want analyzed/researched/written about
2. paste that messy transcript to the AI
3. ask it to "create a JSON prompt structure based on this brain dump that would get the best possible output"
4. take that generated JSON template
5. send it back as your actual prompt
you get all the benefits of structured prompting without having to think through the structure yourself
the AI knows what fields would be most useful better than you do anyway
turns your stream of consciousness into a professional-grade prompt in 30 seconds
try it yourself - ask for the same analysis in paragraph form vs structured format
the structured version will be 3-5x longer and way more detailed every time

17,12K
you can do more with vibe marketing in 24 hours than a torture 500 company's entire marketing team of 113 people will do in Q4 2025
go make and test 100 ai UGC ad variations
go write 1000 blog posts for BOFU keywords
go scrape and cold email 100 yt influencers
go write 10 pdf lead magnets
go write 35 linkedin posts for this week
you're OP now please lock in and throw down
12,33K
big week for the pod last week
crossed 52 episodes, a years worth
hit top 100 marketing podcast US category on apple podcast for first time
over 10,000 listening hours
why do this
every week i virtually "get on stage" in front of 1,000+ people and have a fireside chat
this builds deep relationships one to many with those people
and builds me a content library that people can go binge
goal is 10,000 downloads a month and top 30 marketing podcast in the US by end of year

1,83K
ai SEO is most important for products that have long purchasing decision time horizon
EG if it is an impulse purchase short form social is better
but it if it software, where there is a lot of research that happens before hands AI seo works
also we're seeing extremely higher conversion rates from AI seo traffic
why
because the user just spent 2 hours researching, by the time they get to your site they already made up their mind that they are buyer ready
4,13K
founder led marketing 101 in 2025
create video podcast where you interview industry experts and your ICP
take that video and turn into transcript
transcript is source for blog posts, tweets, linkedin posts, email newsletters
schedule out posts across all channels
chop video up into clips for short form social
schedule across all channels
grow email newsletter about the show
put ad in email newsletter to promote your company
make yourself famous in your niche in 12 months
9,84K
if you're a marketer you need to read this
at this point you should be vibe coding software that automates your job constantly in the background
the best marketers don't run campaigns, they execute processes
and if you're running a process, it can be automated
so whatever you're spending time on, try automating it in the background while you work
you understand the process
you understand the nuance
you understand the value
and now you can build personalized software to augment your work
4,15K
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