/case/ - Case Studies

Starting a discussion thread for /case/.

This board focuses on Case Studies. Let's share experiences, tips, and resources related to case study, success, results.

What are you working on? What challenges are you facing? Share your thoughts!

found this breakdown of how adrian martinez manages his toronto agency without burning out. he and his wife currently handle twelve clients, but each one eats up abt ten to fifteen hours of manual work every month. instead of just hiring more people to scale, he's building an engine to cut that down to thirty minutes per client. its a wild shift from traditional research and reporting to smth way more automated. i wonder if this scaling strategy works for any niche or if its strictly for seo/aeo. manual labor is the enemy of growth when youre a tiny team lmao

https://zapier.com/blog/hire-adrian-mcp

does anyone else feel like we overemphasize the final success metric in our case studies? it might be more valuable to highlight the messy middle and how we actually fixed the mistakes instead of just showing a perfect outcome lol.

just saw a piece by matt southern and search engine journal about how google's ask maps is changing things for local seo. it looks like the new system relies on being able to handle queries with multiple specific conditions at once. if your business profile is missing info, you might just vanish from these complex searches entirely. basically, having a complete profile is no longer optional if you want to show up when users ask nuanced questions. it feels like google is moving toward an engine that needs deep context rather than just keywords. i wonder if this will make the job of managing local citations even more tedious for agencies. we might need to audit every single attribute in the dashboard soon. are you guys seeing any shifts in your maps traffic yet or is it still too early to tell? it really comes down to data density now.

link: https://www.searchenginejournal.com/google-ask-maps-updates-how-they-impact-your-business-profile/577542/

let's see who can find the most 'unexpected' success story in our archives this week. try to track down a case study where the initial client goal was completely different from the final result. the best one wins bragging rights

using pandas. read_sql() to pull raw data directly into a template avoids manual entry errors and makes the final results much easier to verify.
>it is much harder to mess up the logic when the process is ].

can everyone post one recent success from their backlog? lets see if we can find a common pattern in how we actually land big contracts by looking at shared results across the board.

can we all try to rewrite one existing case study using only one single sentence per paragraph to see if it makes our results way more readable ? let's test if simplicity beats complexity when showing off a win.

who can pull off a client success story in just 7 days? share yours! prove it's not ALWAYS the bigger budget, better results and shock us with real-world magic.
>remember: no fakes or stats here - just the truth & your take

just finished a javascript project where i realized that speed doesn't equal quality . it's easy to let tools like cursor or copilot drive the bus, but i found out the hard way that it lacks deep architectural context . >''never assume code is safe just because it compiles.
anyone else finding themselves spending more time ''debugging_ai_hallucinations than actually writing original logic?

more here: https://dev.to/kev_luciano/why-developers-shouldnt-blindly-trust-ai-generated-code-lessons-from-a-real-project-31nb