u/After_Memory_8295

saw this survey from storyblok this week 58% of senior devs at medium to large companies are thinking about leaving because of outdated tech stacks. 86% said they feel embarrassed by the technology they work with daily

and like. yeah. i get it

i've been at my current company three years. we're running a rails monolith from 2011 that nobody fully understands anymore. there's a mysql database with tables that have columns named "temp2" and "new_field_backup" that are absolutely load bearing. we have a cron job that runs at 3am that one engineer wrote in 2014 before he left and the comments are just "don't touch this"

the thing that gets me isn't even the technical frustration. it's the cognitive load of knowing that everything you build has to work around this thing. you spend more time thinking about what might break than what you're actually building

and when you try to explain to non-technical stakeholders why something simple takes two weeks because you have to carefully route around seventeen years of accumulated decisions their eyes just glaze over

the embarrassment angle from the survey is real too. it's hard to talk about your work at meetups or even interviews when your honest answer to "what are you working with" makes people wince

curious how many people here are in the same situation and whether anyone has actually successfully convinced leadership to do something about it or if we're all just waiting for a rewrite that never comes

so after our organic traffic tanked from AI Overviews we stopped fighting it and just started testing what gets you cited by ChatGPT, Perplexity, Google AIO. ran this for about 3 months, here's what we found

entity clarity was the biggest unlock. like making sure every piece of content explicitly says who you are, what you do, what category you're in not written for humans, written so an AI can parse it cleanly. sounds obvious but most of our old content was weirdly vague about this. fixed it and citations picked up pretty fast

original data moves the needle more than anything else. we ran one small survey, 47 customers, nothing fancy. wrote it up properly with actual numbers. that one piece got cited more in 3 months than our entire blog archive combined. AI systems really want to pull from primary sources not just aggregated takes

clean extractable answers at the top of every piece. like the direct answer in the first two paragraphs before any context or nuance. AI doesn't care about your beautiful intro paragraph, it just wants the cleanest answer it can lift

what didn't work at all: chasing keywords the way we did for traditional SEO, trying to optimize for one platform specifically, publishing more content. volume did literally nothing. one well-structured piece beat ten average ones every time

the honest mindset shift is that GEO is closer to PR than SEO. you're trying to become a citable source not a rankable page. once that clicked everything else made more sense

anyone else testing this stuff? curious what's working in other niches

already resolved booking went through the platform, everything is fine.

what i can't stop thinking about is how convincing it felt. host has been on Airbnb since 2019, 47 reviews, 4.91 stars. said Zelle would save us both the platform fee and that they do it with "most guests."

my gut said no and i listened. looked it up after Airbnb explicitly prohibits off-platform payments and says you lose all AirCover protection the moment you pay outside the system. up to $3M in coverage, gone.

the "okay no problem" response when i declined actually unsettled me more than the request itself. apparently that's exactly what these scams do drop it immediately when you push back.

what's the tell people actually use to catch this before it even gets to the conversation?

kept assuming it was one of those freemium traps. confusing cancellation, surprise charges, the usual.

finally just checked properly. BBB profile clean, cancellation is straightforward, no pattern of billing complaints anywhere. took maybe 20 minutes total and i felt a bit silly after.

the thing i realized: i had no actual process. i was either trusting things by default or being vaguely suspicious without verifying either way. neither is a real approach.

what does your actual checklist look like before you hand over payment info to a new app or subscription?

been in this space for about two years. made decent money early on, things have slowed down a lot and i've been thinking about why

here's what i keep noticing. scroll through any digital product community and the buyers are almost always other aspiring sellers. they buy your notion template not because they need a notion template but because they want to see how you packaged it so they can make their own. they buy your canva bundle as "research." the actual person who just wants a budget tracker or a meal planner and is willing to pay for it — that person is getting harder and harder to find in these spaces

and i think AI made this way worse. when chatgpt can generate a decent notion template in 4 minutes, the only people still paying for them are people who are studying the market. real end users just make their own or find a free one

what actually still sells in my experience is stuff so niche and specific that AI cant easily replicate the context. i did a workflow template for freelance translators working with agency clients and it converts way better than anything generic i ever made. because a freelance translator searching for that specific thing is an actual person with an actual problem, not another seller doing research

curious if others are seeing the same pattern or if im just in a bad niche. and if youre still killing it with broad templates in 2026 genuinely want to know what im missing