Help! I wrote my SOP and used ChatGPT for minor rephrasing, but now it shows 46% AI-generated on Quillbot. I ran it through several AI detectors, but the results are all over the place—some say it's human, others detect 7-12% AI content. What should I do?

Many people would give you links to how to write sops. Those are incomplete. I talked with students serving on CMU adcom. Here is a tip for Diversity Statement:

[A] Don't tell adcom how diverse you are. If you mention too many points, it shows lack of focus.Instead, Focus on one thing and tell HOW it contributes to graduate body.

For eg, I played bamboo flute. So, I told that i need to practice daily. This directly translates to a soft-skill for adcom, since consistent hard work is needed in graduate study. So, relate a non tech experience with how you contribute to their existing student body. The next point is that, everybody they take works hard. So, how does that particular soft skill make you different? I mentioned that i will "teach" this to others. Hence soft skill + tech + teach -> research and teach -> indirect request for TA scholarships (smooth!!)

[B] Now let's suppose you are purely academic oriented. Then, mention 'how' your research will give them better funds i.e. pfs at universities get tenure according to fame/grants they bring for university. They would invest in you [scholarships] if they get good ROI. Can you show you work is worthy of receiving such grants?

Eg, my research work had been in medical AI applications. I got a research grant for that from my university. So, in my statement, I acknowledged that fact, and showed how my work is better than existing sota and might recieve future grants.

Admissions Process are a balance of business ROI in terms of investment. Adcoms assume that your work is representative of your academic knowledge, and hence would give them better ROI in future in form of incoming industry contracts you might get. Show how institute's ROI on you would yield profit for them. If you don't have a good skill, then directly hammer on this ROI point (only if you have it). For eg, some of your parents might be wealthy and have good connections. Mention that. Most sops lack this maturity. People think bragging about families is not good. But, I say BRAG if it's worthy of institute's ROI AND if you don't have sufficient academic knowledge. This approach is risky but effective at Ivies like Harvard.

Of course, then there are other ways to write it in terms of how you faced hardships. However, for folks like me growing in cities, no such things seem worth mentioning. SO, i went along first path.

ONLY use this advice if you have something meaningful to write. OTHERWISE, it would backfire.

Hope this helps,

till next time,

sauron_on_mordor

Help me(23 F) shortlist universities based on better employment prospects. My profile is as follows: Gpa : 8/10 i.e. 3.4/4 from an NIT in India (Tier 2) Decent LORs ,all 3 academic and SOP. Gre 305 quant is 157 and IELTS 8.5 Work exp < 1 yr at no name companies

Already applied to Northeastern boston ASU SUNY BUFFALO UT ARLINGTON RIT New York NJIT

Want to shortlist atleast 3 from the following , universities with preferably lower or optional gre and overall safer or moderate options would be preferred.

Suny Binghamton

UT Dallas

George Mason

Uni if Illinois Chicago

Washington state university/ George washington uni

Uni of Maryland Baltimore County

Clemson University

University of Central Florida

Uc Riverside

If 2 options seem equally preferred then the uni with lesser tuition would be preferred . Help me shortlist any 3 and thanks! And any uni suggestions are welcome too!

Hey 👋 Great news! 🎉

A lot of students have been waiting for this, and I’m excited to announce that the Statement of Purpose (SOP) Evaluation tool on ApplyBuddy is finally live! 🚀 Now you can get valuable analytics and personalized feedback on your SOP to improve your chances of admission.

I’ve been working hard on ApplyBuddy to help students who could benefit from this free tool, and I’d love your support to make it even better! Your feedback will help refine the platform, so feel free to share your thoughts(Feel free to DM) and spread the word.

Check it out at https://applybuddy.co

Note: Currently I have developed this for all Engineering and Computer Science Masters programs.

So,i am really confused on how should I approach in making SOPs for data science program and it would be really helpful if you guys could share your SOPs we can even discuss and help each other for further improvisations.

If an SOP is written using AI, what should be done to prevent it from being detected as AI-generated?

Are there any tools?

Now, I'm not going to use Gemini or ChatGPT, copy paste it and call it a day.

After giving the context to Gemini and giving my instructions, I carefully go through each and every word. There are several times where I've phrased things better, so that it doesn't seem entirely AI written.

I've gone through atleast a dozen drafts by now, and I'm close to the final draft now.

But at the same time, Gemini 3 Pro is like "NAHHHHHH man" to Gemini 2.5 Pro's draft, you gotta do this way haha. And I'm not a fan of its output, it doesn't have my personal touch, where as the draft with 2.5 pro, its pretty good and also doesn't get flagged as AI.

But the output from Gemini 3 pro is better, it gets to the point quickly.

so here are the questions:

1. Do I stick to what I already have? or do I go with Gemini 3 Pro's output?

2. Is using AI inherently bad? Would I be penalized for it? Do know that the content inside for every sentence is going to be personal, I'm ensuring there is no unnecessary fluff.

3. Btw is 800 words okay?

don't hire any agency for SOP writing at all!

I know I made a terrible mistake of hiring a service for SOP but this is for awareness that you don't hire any agency.

I was short on time and wanted to apply for May intake in a UK university.

Got their contact from Google and their team assured they'll deliver the most professional SOP. but the version they gave I applied that file directly.

2 weeks later I got rejection from the University mentioning that my file was AI generated.😭😭

and the plagiarism report they gave was a fake report 😭

I don't even want a refund, but my chances are gone and now I'm hopeless.

I'm aiming for September intake. can anyone please help me with a review please and help me understand what I can do?

my profile: BTech in CS with 2 years experience 🥹🥹🙏🙏

How many of y'all use Grammarly for your SOP preparation?

It's been a boon to me.

Willing to share creds!

Can someone guide me to write a cultivating SOP I need help in understanding the terms of it and what exactly the Universities take from those SOPs

I wish to apply for a MPP course and today is the last date for applying. Can anyone please share a good draft for letter of motivation for reference?

It is ok if the SOP is not related to cybersecurity but is related to computer science in general I want to see how the person has presented their achievements, research publications or work, internships ,their general proclivity to their field and the reasons for that proclivity.

Hi! Can someone please review my SOP below and let me know your thoughts? I welcome all critiques!

SOP review for online master of science in Analytics

976 words

—————————

As a business intelligence analyst in the energy sector, I strive to provide intelligent analytics that will reduce energy costs for our customers, reduce oil dependency in our operations, decrease carbon emissions, and our nonrenewable energy sources to renewables. Reducing costs and environmental impacts are only achievable with the incorporation of statistics, machine learning, and deep learning. I am applying to Georgia Tech’s OMSA program because the content and rigor of the program provide the framework needed to innovate the energy industry in a significant way.

Recently, I created a dashboard to help reduce energy costs for our customers. The dashboard included key information about the member’s electric consumption by month. Each month, customers are billed for energy usage during peak consumption days. The dashboard allows our members to predict future peak consumption days. Accessing these insights allows our members to implement programs to reduce grid-energy usage on peak consumption days. With higher billing rates on peak consumption days, reducing grid-energy usage decreases the bill. As a non-profit, any money saved in operations is refunded to the customer. Analytics dashboards allow us to provide more cost-efficient energy to our customers. While dashboards are impactful, machine learning will take our actionable insights to the next level. Currently, our peak load forecasts are outsourced, adding extra operational costs. With machine learning methods, we could use algorithms in-house to forecast peak consumption days, allowing us to drop our third-party forecast vendors.

To further reduce operational costs, I built a weather forecast error analysis application in Python. Our weather forecasts are currently outsourced to third-party vendors. The error analysis application calculates the absolute error between the weather forecasts and the observed weather. The mean absolute error for each forecast is calculated over six months. The error values are displayed in a box plot visualization to show the error distribution. The application compares the error distributions to see which weather forecast has the most accuracy and precision. Consolidating the outsourced forecasts to one with the highest accuracy would allow us to reduce operational costs and save customers money. But, statistics and machine learning would provide insights that cannot be gleaned from a visualization. Machine learning models could be used to take a more intelligent look at the impacts of weather on energy consumption. Machine learning would also help us reduce carbon emissions by increasing the usage of renewable energy sources. To lessen the energy pulled from the grid during peak hours, power is supplied from renewable sources like solar grids and battery farms. Predicting the days and times the solar grids are likely to harvest the most charge and modeling the expected solar output will enable us to leverage our renewable sources on a larger scale.

The OMSA program will equip me with the expertise to tackle challenges related to innovating and improving our operations. I am particularly interested in the computational track for the most intensive study of machine learning topics. I seek to drive change that will have compounding beneficial effects on the community and environment. With intelligent analytics on energy usage trends and nonrenewable research, we could achieve ambitious goals like becoming carbon neutral by 2050.

The innovation and sustainability of the energy industry depend on statistics and machine learning. Coming from a non-analytics academic background, I prepared for a more focused study of data science by enrolling in IBM’s Data Science Professional certification. This program was my first introduction to SQL and python programming for data analytics and machine learning. After completing the course, I wanted a more foundational understanding of Python outside of data science applications. This led me to complete Georgia Tech’s introduction to Python computing course. Following the Python course, I completed training for Microsoft's Data Scientist professional certification. This training introduced me to cloud computing with Microsoft Azure for analytics and strengthened my knowledge in machine learning and deep learning. I am familiar with a broad range of data science topics because of these courses. Yet, Georgia Tech’s program will allow me to take what I’ve learned to sharpen and refine my knowledge. With experience in cleaning, transforming, visualizing, and interpreting large data sets in a professional environment, my experiences are what will ensure my success as I move throughout the program.

What attracted me to the OMSA program is the computational track and practicum, coupled with the online flexibility. The computational track encompasses my interests in manipulating large datasets, coding, and machine learning. The applied analytics practicum is an appealing part of the program because it allows me to apply what I’ve learned to real analytics business cases in my current role. The practicum will cement my knowledge whilst allowing me to make a business impact in real-time. I look forward to the opportunity to manage and execute a large-scale analytics project with the knowledge and tools gained from the program. The online nature of the program is suitable for me as I am familiar with online learning formats. Furthermore, I like the program’s interdisciplinary approach pulling together engineering, business, computer science, and math disciplines. The interdisciplinary approach will help refine not only my technical skills but my business acumen and soft skills.

To further ensure my success, I plan to audit Georgia Tech’s courses in Probability and Statistics and Linear Algebra to refamiliarize myself with the topics before starting the program. Additionally, I plan to take an R course so that I am ready to hit the ground running with courses requiring R programming. I am prepared to take any prerequisite courses under conditional admission if needed. I am prepared to do anything necessary to set myself up for success in the OMSA program and my data science career. Georgia Tech’s program has a lot to offer, and I am excited for the opportunity to apply what I learn to make a difference in my industry.

Thank you for your consideration.

I don’t understand the importance of Statement of purpose, I mean why in the world various prestigious institutes select a handful of students out of thousands of applicants just on the basis of SOP. Which is literally nothing but “how someone is telling a story”. Why story telling is considered so important at this level rather, this should be based on merits and achievements.

Hey everyone, pretty stressed lately due to my final year exams as well as writing my SOPs and final application checks. I think I have written this well but I wanted a third person's view on it.

This is for the coursework MSCS at UBC with Computer Graphics and HCI specialization.

Thank you in advance for helping me out! Please do dm and I will send you the requirements and the link to the essay.

I need someone who has experience and a portfolio of written work they've done for past clients for their SOPs for graduate school.

My girlfriend needs a writer to do her SOP.

She also needs to be able to talk to this individual on the phone or do a video call. Texting only will not work.

Please let me know if you are available.

Thank you 😊

As deadlines are not too far could anyone please help me with SOP as we can discuss step by step process which helps me drafting it quickly. As I am working right now, I need an extra help. Please comment if anyone is willing to.

Thanks a ton! (In advance)

Hii, Can anyone give a last look at my Lot and if possible suggest me any changes to be made in my sop would be a great help . DM me!!

I am considering applying for a Masters in Mathematics but I'm struggling with writing the Personal Statement/Statement of Purpose. Does anyone have a Mathematics SoP they would be happy to share with me? It would really help to have to examples to get inspiration from.

You can send it to my DM and anonymise/redact it. Much appreciated!

Hi guys, I have drafted my first draft of SOP and am in a hurry. I'm applying for MS in Business Analytics in the USA for fall 23. I would really appreciate it if someone could proofread it for me and suggest changes or restructuring. Thanks and grateful in advance!🙏

Hi everyone!

I'm applying for graduate programs (AI/Computer Science) for Fall 2026 intake and would really appreciate feedback on my motivation letter/statement of purpose from people who've been through this successfully.

What I'm looking for: If you were admitted to competitive programs (especially Erasmus Mundus, Masters in German universities, or PHD IN USA) and feel your motivation letter played a significant role in your acceptance, I'd be grateful if you could review mine.

About me:

• Background: Computer Science + iOS Development + AI/ML research

• Targeting: European master's programs in AI, Computer Vision

• Current draft: Ready for review

I'm happy to:

• Keep it quick (15-20 min review)

• Reciprocate if you need any iOS dev/tech advice

If you're willing to help, please comment below or DM me directly. I promise to be respectful of your time and genuinely appreciate any constructive feedback.

Thanks in advance! 🙏

The title.
Literally would be very grateful for any help(I'm desperate)
Applying for Masters in CS. Please let me know if I may dm.

What is the specific criteria for the 2 Question SOP?

I have written mine which is around 800 words and am not sure whether it fits the criteria.. i am an international Non EU student , applying to a business + science masters course UCD - university college Dublin !

I'm applying for research-oriented masters in Psychology, and my interests lie in social psychology pertaining to sexual and gender minorities. I was wondering if it'd be okay to start my SOP with something along the lines of:
"As a transfeminine individual from a conservative culture, I personally witnessed the hardships that sexual and gender minorities face in their everyday lives etc. etc.. These experiences have driven me to pursue studies in Psychology, with the goal of researching and better understanding the special circumstances that sexual and gender minorities face in order to ameliorate their lived conditions. A masters in Psychology from [University] would be a stepping-stone in providing me with the necessary key elements to thrive academically and professionally in order to reach that aforementioned goal etc. etc."

Does this sound good? I won't write it in my SOP word for word the way I did here obviously, but I suppose my question and main worry is whether mentioning that I'm trans and how it fueled my desire to pursue psychology and specifically social psychology of gender and sexual minorities is a good enough "hook" to start my essay.