What users hate. Clustered.

1- and 2-star reviews fed into NVIDIA NIM gpt-oss-120b, grouped into themes with verbatim examples. Each cluster is a wedge a competitor could exploit.

200 reviews·8 themes

Account Suspension
Users' accounts are being suspended or disabled without a clear reason
73
reviews
- “My original Instagram account was disabled without any clear reason, and my new account was suspended as well.”
- “All my accounts were disabled for no reason.”
- “I had an account that was suspended for absolutely no reason, and if there was a reason I was not informed what that reason was.”
Excessive Ads
Users are experiencing an overwhelming number of ads on the platform
34
reviews
- “Ads, ads, and more ads — Nothing but ADs and posts of people you don’t follow”
- “This app is practically unusable these days. Every one or two posts I get a new ad.”
- “The new ads stories are a mess”
Poor Customer Support
Users are struggling to get help from Instagram's customer support team
23
reviews
- “Instagram has become completely unreliable for business owners. My account was suddenly hit with a 3-day DM restriction for allegedly violating Community Standards, yet I was never shown what message supposedly caused the issue.”
- “I’ve been locked out of my account for the last 7-8 months . I've tried everything changing the passwords, deleting and reinstalling, and I still can't get into my account even with the correct password.”
- “Customer service is nonexistent — If you have any issues with the app itself or an account there is no way to talk to a real human to amend the issue.”
Algorithm and Feed Issues
Users are experiencing problems with the algorithm and their feed, such as not seeing posts from accounts they follow
20
reviews
- “Needs an option to change to only people I’m following like Tik Tok, or X (formerly Twitter) exploring is fun. But I never see my friends posts”
- “I’m sure I just don’t understand the brilliant algorithm that Instagram has created here, but the feed makes no sense to me.”
- “Why can’t it just be the same — They can see everything”
Technical Issues and Bugs
Users are experiencing technical issues and bugs, such as crashing, freezing, and loading problems
17
reviews
- “Keeps crashing — i tried to make a post and it crashed and now every time i open the app it crashes.”
- “My instagram app reels are flickering when i watch”
- “The app is filled with bugs recently, bring the old programmers back.”
Privacy Concerns
Users are concerned about their privacy on the platform, particularly with regards to data collection and end-to-end encryption
12
reviews
- “End of end-to-end encryption — This is a terrible app for our privacy. Instagram has betrayed their users.”
- “No more end-to-end encryption — Users should have a right to privacy”
- “i’ve had this app since it released in 2012. after the update regarding end-end-encrypted messages being removed, i no longer wish to continue my time on this app, as this raises some serious privacy concerns.”
Content Moderation
Users are experiencing issues with content moderation, such as false bans and account suspensions
10
reviews
- “False suspension — My account got suspended for no reason for false reporting and every time I try to make a new account I get suspended cause they think I’m doing something bad that doesn’t follow the rules”
- “WRONGLY BANNED MY IG — Instagram banning random accounts got no reason and has no way to get human support other than buying meta verification which is a scam”
- “They banned my account for NO REASON! There is nothing that doesn’t follow their community guidelines on my acc.”
User Interface and Experience
Users are experiencing issues with the user interface and overall experience, such as annoying features and poor design
8
reviews
- “New feature that automatically expands ads makes the app unusable.”
- “Can’t tap through ads anymore — In the old version of insta you could tap through ads.”
- “The ai backgrounds — Yall r weird I loved ai so much for me and my gf and yall took it out on me”

First load takes ~60–120s. Cached after.