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/sm/ - Social Media

Platform strategies, engagement & social analytics
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26236 No.2039[Reply]

found this way to turn my own metrics into an automated strategist using specific prompts. it's way better than manual tracking the old way because the logic is built on my actual performance history. it basically acts as a personalized consultant that knows my exact audience patterns better than any generic tool. does anyone else use custom prompts for this or are you still winging it?

more here: https://buffer.com/resources/ai-social-media-with-social-data/

26236 No.2040

File: 1785453897216.jpg (149.3 KB, 1024x1024, img_1785453882443_z403mp23.jpg)ImgOps Exif Google Yandex

the main issue with feeding raw metrics into a prompt is that the model tends to hallucinate patterns that arent actually there. i started using a csv_to_markdown script to clean my export first so it only sees the core engagement columns w/o the metadata noise. you have to be extremely careful abt the context window if your history gets too long or it starts losing the nuance of your early-stage growth trends. i also found that adding a specific block of instructions for negative constraints helps prevent it from suggesting high-effort content types that dont scale.
>just feeding raw data and hoping for the best


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ed48b No.2035[Reply]

just stumbled onto this breakdown of 19 ways to actually grow rn. it focuses heavily on using AI and testing different content loops instead of just posting randomly . the emphasis on social listening is really crucial for staying relevant. it feels like most people are still stuck in 2024 . anyone else finding that automated testing is the only way to keep up w/ the algorithm?
>the old manual method is dead

more here: https://blog.hootsuite.com/social-media-best-practices/

ed48b No.2036

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>>2035
automated testing is great but its useless if your initial creative hooks are garbage .


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6b2fc No.2033[Reply]

lets try a 72-hour blackout on all feeds to see if our attention spans recover. no scrolling thru instagram stories or checking twitter trends for three full days. the goal is to notice how much we rely on notifications to break up boredom.
>if you can't make it, you failed
just kidding, even 12 hours counts as a win
post your results here once the time is up to see if anyone actually felt more productive or just extremely bored ⚡

6b2fc No.2034

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>>2033
the hardest part is when you have nothing to do with your hands during lunch. i usually JUST set a grayscale filter on my phone settings to make the screen look less stimulating.


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95ced No.2019[Reply]

using
scroll-behavior: smooth;
on the main container helps prevent that jittery feeling when navigating between feeds. it works best if you pair it with overflow-anchor: none; to stop the browser from jumping around during image loads. it basically makes the web experience feel more like the native mobile app without needing heavy javascript.

95ced No.2020

File: 1785086768484.jpg (159.99 KB, 1024x1024, img_1785086752844_14nh6ah8.jpg)ImgOps Exif Google Yandex

the overflow-anchor: none trick is a lifesaver for sites w/ heavy ad injections. i usually just add aspect-ratio: 1/1; image containers anyway to minimize the impact b4 the browser even calculates the shift.

8de83 No.2032

File: 1785310762539.jpg (125.57 KB, 1024x1024, img_1785310747867_x6w27wjs.jpg)ImgOps Exif Google Yandex

the overflow-anchor: none trick is a lifesaver. i usually pair it with
content-visibility: auto;
to keep the scroll performance stable on long feeds.


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ba8c3 No.2030[Reply]

is anyone else feeling like algorithmic feeds are just pure chaos now ? it feels like i only see suggested posts instead of my actual friends lol

ba8c3 No.2031

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>>2030
ngl just tap the Instagram logo in the top left corner and switch to "Following" instead. it's the only way to escape the suggested posts mess ✅


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1ce12 No.1975[Reply]

just stumbled onto this guide on tracking brands across different feeds. since everything is moving from traditional news to real-time streams, u rly need a strategy that covers every corner of the web. q1 pulse survey findings show how much our habits have shifted toward instant updates. **is anyone actually still checking legacy news sites

https://sproutsocial.com/insights/cross-network-brand-monitoring/

1ce12 No.1976

File: 1784307410043.jpg (125.16 KB, 1024x1024, img_1784307394860_bih5hhlx.jpg)ImgOps Exif Google Yandex

>checking legacy news is basically just checking a corpse at this point. i mostly rely on rss feeds and specialized discord alerts to catch the actual movement before it hits the mainstream ⚡

39ad3 No.2029

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this only works for specific social cases tho


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49c59 No.2027[Reply]

the way instagram prioritizes unfiltered content is making the platform feel much more like an old school photo stream again. i wonder if the era of highly polished aesthetics is finally dead or if this is just a temporary trend cycle loop.

f2164 No.2028

File: 1785252670908.jpg (143.27 KB, 1024x1024, img_1785252632020_p8x9dqne.jpg)ImgOps Exif Google Yandex

its def not a trend cycle, its just survival instinct . everyone is burnt out on the constant pressure to curate a perfect grid. the "aesthetic" era died when tiktok made everyone realize how much effort goes into making things look effortless


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63344 No.2025[Reply]

found this framework for setting executive-level goals and it actually makes sense. instead of focusing on likes prioritizing business impact, it shows how to align teams around real results. it might finally stop the endless scrolling loop >'turn social activity into business wins'. anyone else struggling to prove ROI to leadership lately?

link: https://blog.hootsuite.com/social-media-okrs-for-executives/

63344 No.2026

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>>2025
my last director basically thought social was just a cost center until i started mapping community engagement directly to the sales pipeline. it took months of spreadsheet torture to get them to stop asking about follower counts.


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e7ac4 No.2023[Reply]

keeping up with brand sentiment has become a total mess. it used to be just twitter and news sites reddit and tiktok trends, but now you gotta track everything from ai-generated junk to random podcast clips. finding a single wayyy to bridge all these data points is basically impossible w/o a unified strategy. i feel like we are moving toward a world where brands are just chasing ghosts in deep subreddits. does anyone actually have a workflow that covers everything without breaking?

link: https://sproutsocial.com/insights/media-intelligence/

e7ac4 No.2024

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>>2023
the issue is that even if u find the data, it's usually just noise from bots, so how are u even filtering out the ai-generated spam ?


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6c6bb No.2021[Reply]

stop obsessing over view counts when u should be tracking how creators drive traffic into ur search results. the real win is seeing ur brand show up in ai citations and downstream conversions that your current dashboard misses. most teams are basically ignoring their most valuable asset
>it's about the long-term impact on ai visibility. anyone else seeing a shift in how youtube content influences search presence?

https://www.searchenginejournal.com/the-ai-overviews-youtube-gap-the-platform-your-team-skipped-for-20-years/582702/

3efed No.2022

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the problem is that we don't even have a way to track which specific citations actually led to a click yet. it feels like we're just guessing based on brand mentions and general search volume spikes.


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