---
title: Prolific Reviews
meta_title: 'Prolific Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 238 reviews by the users' company size, role or industry
  to find out how Prolific works for a business like yours.
aggregate_rating:
  rating_value: 4.6
  review_count: 238
  scale: '5'
date_modified: '2026-07-27'
parent_category:
  name: Marketing
  url: https://www.g2.com/categories/marketing
---

# Prolific Reviews
**Vendor:** Prolific  
**Category:** [User Research Tools](https://www.g2.com/categories/user-research)  
**Average Rating:** 4.6/5.0  
**Total Reviews:** 238
## About Prolific
Prolific is helping research teams build a better world with better data. Our platform makes it easy to access high-quality data from 200k+ diverse, vetted participants.



## Prolific Pros & Cons
**What users like:**

- Users find Prolific to be **very easy to use** , streamlining participant recruitment with effective navigation and useful features. (18 reviews)
- Users value the **efficient participant recruitment** on Prolific, appreciating its ease and access to genuine opinions. (15 reviews)
- Users value the **high-quality research participants** that Prolific enables them to recruit quickly and efficiently. (10 reviews)
- Users value Prolific for its **effective participant engagement** , enabling quick recruitment from a diverse, trusted pool. (8 reviews)
- Users appreciate the **payment fairness** of Prolific, ensuring researchers are fairly compensated for their contributions. (7 reviews)
- Audience Diversity (6 reviews)
- Integrations (6 reviews)
- Quick Payment (6 reviews)
- Easy Setup (5 reviews)
- Users commend the **excellent customer support** of Prolific, highlighting its helpfulness and responsiveness in resolving issues. (4 reviews)

**What users dislike:**

- Users find Prolific to be **expensive** , especially for smaller projects, impacting overall research budget and feasibility. (6 reviews)
- Users find the **pricing issues** of Prolific challenging for smaller projects, although the service is generally reliable. (5 reviews)
- Users find Prolific&#39;s **limited features** particularly frustrating, notably in participant screening options and study categorization. (4 reviews)
- Users find **participant management challenging** , citing issues with retention, complexity, and high costs for small projects. (4 reviews)
- Users are frustrated with **poor customer support** , experiencing long response times and unresolved account issues. (4 reviews)
- Limited Options (3 reviews)
- Users feel that the **built-in survey features are limited** , needing enhancements for better usability and effectiveness. (3 reviews)
- Buggy Performance (2 reviews)
- Users face **compensation issues** on Prolific, with delays and disputes impacting payouts and participant reliability. (2 reviews)
- Complexity (2 reviews)

## Prolific Reviews
  ### 1. Impressed with the speed and quality of the data from Prolific

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.)

**Reviewed Date:** October 02, 2024

**What do you like best about Prolific?**

I think Prolific is probably the best platform for recruiting participants at this point in time. I think attention checks in the experiments are still needed because a small number of bots are present (although much better than almost all other similar platforms I have recruited from in the past). I would highly recommend Prolific to other researchers.

**What do you dislike about Prolific?**

The main downside is the spiralling costs. It is a tricky one as of course we should be paying participants more money, but it seems if you do that you get increased admin fees, so there's a bit of a balance needed. If Prolific could reduce their costs a bit I think this would benefit researchers, participants, and the scientific community.

**What problems is Prolific solving and how is that benefiting you?**

It does help greatly to recruit participants quickly. The data quality is generally good I would say. It is user friendly.

  ### 2. Good for getting real participants!

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.)

**Reviewed Date:** September 10, 2024

**What do you like best about Prolific?**

I have used Prolific for conducting psychology experiments for the last few years, specifically for tasks where participants record audio and complete surveys, and I've regularly found the data quality to be high. Our research group stopped used MTurk because of too many bot accounts (even though accounts were highly rated), but on Prolific we only have to reject roughly 1 in 100 respondents for not responding at all and exclude about 3 in 100 for later putting in an effort but not providing usable data. It's integrated well with the survey platform we use, and the ability to add multiple users to projects has meant that we can easily have one lab member pay for studies and another person supervising data collection.

**What do you dislike about Prolific?**

I haven't used the panel features much, so I'm not sure how well it would do at reaching smaller populations. Overall, we find that the general Prolific population skews Millennial, female, and slightly liberal compared to the overall US population -- but this is still quite good in comparison to college student samples. The other thing I'm not sure about is how easy the location settings (e.g., located in the US) are to circumvent.

**What problems is Prolific solving and how is that benefiting you?**

We use Prolific to recruit participants for psychology studies. If the experiment does not require special lab equipment, we can collect data much more quickly online, get a more representative sample, and get equivalent levels of attention paid to the task.

  ### 3. I heavily use prolific and I am always satisfied.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Dominik H. | Assistant Professor, Enterprise (> 1000 emp.)

**Reviewed Date:** November 12, 2024

**What do you like best about Prolific?**

As a frequent user of Prolific, I can say that my experience has been mostly positive. The platform excels in participant recruitment, allowing me to quickly gather the responses I need for my research. I like how fast participants are recruited, making the entire process efficient and hassle-free. I appreciate how easy it is to view completed submissions and manage payments.

**What do you dislike about Prolific?**

I would love to see more filtering options available without incurring additional costs.

**What problems is Prolific solving and how is that benefiting you?**

It recruits participants for my academic studies.

  ### 4. Quick access to Ps but be careful about the screeners

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.)

**Reviewed Date:** February 03, 2025

**What do you like best about Prolific?**

You get to choose from a range of screeners and usually the response rate from Participants is quick.

**What do you dislike about Prolific?**

I dont know if the participants update their screeners or if Prolific verify their screeners from time to time. But I had asked for a specific screeners and almost 20% of the Participants did not meet that critieria when asked in my questionnaire. Prolific support on this matter wasnt that useful expect that they helped me to return submissions which took a lot of time. If time is of essence then maybe rethink using Prolific that have non-negotiable screeners.

**What problems is Prolific solving and how is that benefiting you?**

They are giving us access to particpants when sometimes that can be challenging in our world.

  ### 5. Great for academic research

**Rating:** 5.0/5.0 stars

**Reviewed by:** Brianna S. | Associate Professor, Mid-Market (51-1000 emp.)

**Reviewed Date:** September 23, 2024

**What do you like best about Prolific?**

I regularly use Prolific for conducting academic research. It's very easy to field a survey, and data comes in quickly. I especially appreciate being able to filter on demographics like country, gender, sexuality, military service, etc etc. The support team is also easy to get in touch with and has always been able to resolve my issues.

**What do you dislike about Prolific?**

Not a dislike, but important to keep in mind that this is only a survey platform, not a survey design program. Prolific lets you design very short surveys within the platform, but not enough to really be useful.

**What problems is Prolific solving and how is that benefiting you?**

Collecting survey data for academic research

  ### 6. Quick high quality data with a nice user interface for self-serve panels, with custom screens.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Christopher R. | N. Neal Pike Scholar and Professor of Law; Associate Dean for Strategic Initiatives, Enterprise (> 1000 emp.)

**Reviewed Date:** October 29, 2024

**What do you like best about Prolific?**

Can create my own study samples without waiting for a customer service quote.  Reasonable price.  High quality data.

**What do you dislike about Prolific?**

The ability to do custom screening within my survey is a wonderful feature (hard to find among competitors), but its still a little quirky in implementation.

**What problems is Prolific solving and how is that benefiting you?**

I'm doing social science and need to reach pools of respondents who will complete online surveys.  Need to use my standard survey platform (Qualtircs) and do pre-screeners of my own for a custom panel.

  ### 7. Unsure of data quality

**Rating:** 2.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.)

**Reviewed Date:** October 25, 2024

**What do you like best about Prolific?**

Easy access to a large sample of particiapnts.

**What do you dislike about Prolific?**

Data quality concerns. It is pretty obvious that participants do not take the studies seriously and are just here for the money. I have no issue with them wanting to be paid, so long as they take the suveys seriously. On top of that, I've used Prolific for 3 years now and I gotta tell you, some of these participants are downright online bullies. I have received some of the most demeaning and upsetting messages from participants through this platform. I've had people leave comments in my surveys that the studies were bullsh*it or message me saying htat all scientists are trash, etc. etc.

**What problems is Prolific solving and how is that benefiting you?**

Access to working adults.

**Official Response from Marketing Prolific:**

> Hello,

I'm sorry to hear about your experience and greatly appreciate you taking the time to raise your concerns. At Prolific we are committed to providing a platform that meets the needs of researchers and ensures high-quality data. We are continuously working to improve this data quality through a series of onboarding and ongoing checks on Participant activity.

With regards to your comments about Participant behaviour, there are certain levels of conduct and professionalism that we make clear to Participants that they are expected to uphold. It looks like certain individuals have failed to meet these expectations during your use of the platform. I would like to personally apologize for this.

If you're open to a longer discussion about your concerns over data quality and participant conduct, I would love to arrange some time to talk. You can get in touch with our Support team here - https://www.prolific.com/contact. Let them know it's in relation to this review and your contact information will be passed on to me.

Regards,
Mike

  ### 8. Quite satistifed, but there is room for improvement

**Rating:** 5.0/5.0 stars

**Reviewed by:** STEFANO G. | Professor, Enterprise (> 1000 emp.)

**Reviewed Date:** May 30, 2024

**What do you like best about Prolific?**

The large participant pool, the wide range of screener, and the management and set up of studies. 
Since using prolific my productivity in conducting studies increased, with much benefit for my research, which also widened in scope due to the possibility to conduct cross-cultural studies.

**What do you dislike about Prolific?**

The thing I dislike most about Prolific is the interface of the section for managing participants, the interface the section for projects, in the page for single project and the page for a single study. 
The section with the list of project should be a bit more sofisticated, showing the number of studies within each project listed. In the page of a single project as well I would like a breadcrumb to be able to go back to the projects list page, and in the page of the single study as well I would like breadcrumbs for navigating in the tree of projects, or any was a button (back arrow) allowing to go  back to the page of the project. 
The section about participants is really annoying and has poor usability. Screener tend to be long, and if you have many set the page gets very long. A list (in a file system window style) of sets, showing only their name, the number of participants, the date first created (and the n. of participants at that time), the date it was last modified (and the n. of participants at that time), and a button to edit and delete.

**What problems is Prolific solving and how is that benefiting you?**

easily recruiting participants for psychological studies

  ### 9. Very useful tool for research

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Research | Mid-Market (51-1000 emp.)

**Reviewed Date:** September 27, 2024

**What do you like best about Prolific?**

Prolific enables you to quickly recruit participants from all over the world. Many parameters can be set directly by the researcher (e.g. screener) and interaction with qualtrics is smooth (e.g. importing the prolific identifier into qualtrics). Conducting longitudinal studies is very simple. In my opinion, the major positive point is the researcher's autonomy of use. Overall, the quality of the data is good.

**What do you dislike about Prolific?**

The negative point I would see is that, for some countries (such as France, where I'm based), the available sample of people is still quite small for carrying out studies (especially if you need a slightly specific population).

**What problems is Prolific solving and how is that benefiting you?**

This allows me to recruit samples of participants quickly, and especially samples of participants with specific characteristics (e.g. ethnicity, sexual orientation).

  ### 10. Suvey attempter

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Human Resources | Small-Business (50 or fewer emp.)

**Reviewed Date:** March 05, 2025

**What do you like best about Prolific?**

very easy to use , interface is very easy to use and offers good pay with no experience

**What do you dislike about Prolific?**

not always work is available and need min 6$ to cash out

**What problems is Prolific solving and how is that benefiting you?**

its a really good side hustle when i have some free time and want to earn quick cash

  ### 11. Expedite your data collection with Prolific

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.)

**Reviewed Date:** August 21, 2024

**What do you like best about Prolific?**

The platform is easy to use, from topping up your account, promote your study, data collection, and payment to participants. The platform has everything that researchers need to collect data in a relatively quick time.

**What do you dislike about Prolific?**

Some of the screening questions may not reflect the reality of the current situation of participants. For instance: at the time of registration, a person may describe themselves as someone with disability (due to injury); but when this person is back to their normal life, this information has not been updated in the platform.

**What problems is Prolific solving and how is that benefiting you?**

Quality of responses - huge benefits for the reliability of the research findings.

  ### 12. Awesome research platform to get human subjects

**Rating:** 5.0/5.0 stars

**Reviewed by:** Yizhou L. | Graduate Researcher, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 26, 2024

**What do you like best about Prolific?**

I like how prolfific have diverse participants and a huge database. Allow me to conduct data collection quickly

**What do you dislike about Prolific?**

Prolific doesn't allow participants to share their name and emails. For the nature of my resaerch, which involves using mock-up websites or platforms, I often need to simulated real-use scenario and ask participants to disclose certain piece of information, although i don't actually record those.

**What problems is Prolific solving and how is that benefiting you?**

Prolific give me representatitve samples and participants. it allows me to conduct data collection significantly faster, espcially when I need older adults.

  ### 13. Too Long Waiting List

**Rating:** 3.5/5.0 stars

**Reviewed by:** Fola O. | Customer Insights Analyst, Small-Business (50 or fewer emp.)

**Reviewed Date:** December 04, 2024

**What do you like best about Prolific?**

I like the idea of them bringing participants to researchers and its an avenue for unemployed people to make money, so its a win win for everyone.

**What do you dislike about Prolific?**

The waiting queue never seems to end. Its best to give a feedback to participants say after a week of waiting so they know their fate rather than keeping them in an unending wait list.

**What problems is Prolific solving and how is that benefiting you?**

Prolific is helping businesses by bringing people to participate in their client's survey and all. And its an avenue to make some money for the unemployed

  ### 14. Easy, uncomplicated, and good customer support

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.)

**Reviewed Date:** July 19, 2024

**What do you like best about Prolific?**

I've used Prolific to recruit participants for some experiments, and the experience has been quite positive. The participants have always completed their tasks, the service has usually worked without a hitch, it is easy to keep track of who-did-what-when, and tech support has helped us whenever something didn't work right.
I also appreciate their guid on how to integrate with the most popular survey services, and even plugging my own was a five-minutes affair.

**What do you dislike about Prolific?**

The only negative thing I can say about Prolific is that the web interface is *slightly* less responsive that I would like. They are far from the only ones with this problem, though, and you only notice when you're nervously refreshing over and over to see that everything is working as it should.

**What problems is Prolific solving and how is that benefiting you?**

I used Prolific to collect human judgements of which sentences make sense (or not) for several academic studies. Finding volunteers in English was a breeze and even other, less-popular languages were not an issue. Collecting these participants myself would have taken far more time and money than what we ended up paying.

  ### 15. Reliable way to collect data

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Mid-Market (51-1000 emp.)

**Reviewed Date:** July 11, 2024

**What do you like best about Prolific?**

Prolific is very user-friendly and allows to collect data in a very short time. I like that it is super easy to create a project on Prolific platform, which also allows multiple customizations (e.g. screening of participants, payment, etc.), as well as to reach a wide variety of participants.
It is tought with an eye on academic researcher.
The customer service is definitely a plus, since they answer quickly and solved the majority of issues I faced.

**What do you dislike about Prolific?**

Some advanced features might be slightly intricate to perform, e.g. running longitudinal studies requires to be done manually (unless there is a function that I do not know). However, the FAQ and help online describe well what to do.

**What problems is Prolific solving and how is that benefiting you?**

I can collect data in a very short time, involving participants with different profiles and nationalities. The quality of the data collection is high and much better than students sample that we often have to use.

**Official Response from Marketing Prolific:**

> We're pleased to hear that Prolific has allowed you to efficiently collect high-quality data from diverse participants. We understand the importance of reaching a wide variety of participants for research purposes, and we're glad to have been able to meet your needs.

  ### 16. Convenient access to high quality experiment participants

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.)

**Reviewed Date:** March 04, 2025

**What do you like best about Prolific?**

Easy access to experiment participants, high quality participants

**What do you dislike about Prolific?**

Platform is slow and can get stuck. Navigation is sometimes inconvenient, especially between messages and participant info

**What problems is Prolific solving and how is that benefiting you?**

Getting participants for academic research, online experiments.

  ### 17. Great platform for managing and running online research studies

**Rating:** 4.5/5.0 stars

**Reviewed by:** Jason P. | Assistant Professor of Management, Enterprise (> 1000 emp.)

**Reviewed Date:** April 23, 2024

**What do you like best about Prolific?**

The platform is intuitive and offers all the funcatinoality me to run and manage all the kinds of studies I have needed to run so far.

**What do you dislike about Prolific?**

I can only think of two downsides, which are more like inconveniences ...

The much more consequential one is that running longitudinal studies takes a lot of manual steps to step up and manage making it time consuming and error prone. I'd be happy to share more about my experiences with that if you like.  The 21-day auto-approval period also complicates longitudinal studies which involve more than two sessions because some participants are slow to complete subsequent the sessions.

The other is minor annoyance that when looking at studies we are preparing or running, there is no dashboard button to back to the ones we currently have under draft, scheduled, active, etc. Instead, we have to click "Projects" and then pick the workspace to get back to those lists.

**What problems is Prolific solving and how is that benefiting you?**

Prolific facilitates finding participants for my research studies and administrating those studies.

  ### 18. very useful for researchers

**Rating:** 5.0/5.0 stars

**Reviewed by:** Andy V. | Senior Lecturer Above the Bar, Enterprise (> 1000 emp.)

**Reviewed Date:** August 28, 2024

**What do you like best about Prolific?**

Prolific allows researchers to collect data from participants around the world at a reasonable price. It's easy to use and the data quality is much higher than similar platforms such as Mechanical Turk (though some third party services make Turk also viable). Data comes in quickly and this allows us to do science quick rapidly and efficiently.

**What do you dislike about Prolific?**

It takes a little bit of learning to connect Prolific to survey design platforms like Qualtrics. But once you know how to it's not very difficult. 
If you have a very niche sample you're trying to collect it can take longer than sampling a broader population of interest.

**What problems is Prolific solving and how is that benefiting you?**

I'm a social psychological researcher. Prolific allows me to sample human participants from around the world very quickly.

  ### 19. Valuable Research Tool with Wide Reach

**Rating:** 5.0/5.0 stars

**Reviewed by:** Royce C. | Professor in Comparative Politics, Small-Business (50 or fewer emp.)

**Reviewed Date:** July 01, 2024

**What do you like best about Prolific?**

As a researcher, I appreciate Prolific's wide reach to a diverse pool of participants. This platform has allowed me to gather data from various demographics, enhancing the validity of my research. The user-friendly interface simplifies the process of setting up studies and tracking progress, and the prompt support team is always ready to assist with any issues. The new sampling tools are also excellent.

**What do you dislike about Prolific?**

Occasionally, the interface can get stuck on loading a page. Some tedious tasks could be made more automated. There sometimes delays in publishing the project that are not clearly explained. Some features could be further expanded or refined to offer more granular control over study parameters. 

However the system has only dramatically improved since I started using 7 years ago and despite these minor drawbacks, my overall experience with Prolific has been positive, and I believe it's an essential tool for conducting online research.

**What problems is Prolific solving and how is that benefiting you?**

I use Prolific for academic studies. 

Firstly, Prolific is addressing the challenge of participant recruitment by providing a diverse and extensive pool of potential participants. This allows researchers to gather data from various demographics, enhancing the validity and generalizability of their findings.

Secondly, Prolific simplifies the process of setting up and managing studies. The platform's user-friendly interface streamlines these tasks, saving researchers valuable time and effort.

  ### 20. Beats out MTurk, CloudResearch, and Qualtrics Panels

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Research | Mid-Market (51-1000 emp.)

**Reviewed Date:** June 25, 2024

**What do you like best about Prolific?**

In my opinion, Prolific beats out the other data collection platforms that I have tried (MTurk, CloudResearch, and QualtricsPanels). The interface is easiest to use, it includes a number of features that other platforms charge for, and tends to have higher quality data.

**What do you dislike about Prolific?**

I've experienced three downsides when using Prolific. First, the customer support is not great. Not bad, but not great. It can take a while to receive a response. Second, there is overall a lower pool of potential participants/workers which means that, if I want a specialized population, there may not be enough workers who meet those requirements on the platform. Third, it does cost more. While this is a practical downside, it may also be a good thing; indeed, I believe it is one reason that Prolific has higher quality data than other platforms.

**What problems is Prolific solving and how is that benefiting you?**

They have a *ton* of different screeners, which helps me very specific about the population that I wish to collect data from. This kind of control helps insure that I get the data I need. The use of screeners is also free, which is a big bonus.

Data quality on other data collection platforms has gotten much worse over the years. With the exception of that TikTok-inspired surge a few years ago, data quality has remained relatively stable.

  ### 21. Great Tool for Researchers

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.)

**Reviewed Date:** November 19, 2024

**What do you like best about Prolific?**

1. Ease of use
2. Rapid response times from participants
3. Prolific team keeps adding to the feature list, which is great.

**What do you dislike about Prolific?**

1. A little more customer support would be helpful when running large-scale experiments or for advanced features.
2. Participant responses seem to be AI generated. Implementing rigorous reputation based screening, star rating or something beyond approval rate, would be helpful.

**What problems is Prolific solving and how is that benefiting you?**

It is providing diverse participant pool that is helping me get immediate feedback on R&D

  ### 22. The best platform for running academic studies

**Rating:** 5.0/5.0 stars

**Reviewed by:** Ioannis E. | Associate Professor, Mid-Market (51-1000 emp.)

**Reviewed Date:** September 02, 2024

**What do you like best about Prolific?**

1) Data quality is high,
2) The user interface is great
3) Lots of possibilities in terms of sampling criteria
4) Easy to top up account and field studies

**What do you dislike about Prolific?**

1) Sometimes there is a bug in that a survey appears to be active, even though all submissions have been processed. Has happened to me a few times.

**What problems is Prolific solving and how is that benefiting you?**

I am using Prolific to collect data from people for academic papers. I can get high-quality data very fast.

  ### 23. Great experience using Prolific for data collection!

**Rating:** 4.5/5.0 stars

**Reviewed by:** kalina k. | Small-Business (50 or fewer emp.)

**Reviewed Date:** April 04, 2024

**What do you like best about Prolific?**

I've been using Prolific for about a year now, and had an amazing experience, both with the platform and the developers running the website. Experiment participants have been much more responsive, with higher quality results, than MTurk, and will often help me troubleshoot if something looks wrong with an experiment. The developers noticed last year that I was running multi-part experiments and reached out to specifically discuss our needs and how to incorporate them into the future of the website. It's extremely easy and intuitive to set up and use, and I've recommended it frequently.

**What do you dislike about Prolific?**

Most of my issues have been addressed over time, making it more straightforward to use the program. One reamining problem was that, if I was running a time-based study (ie, one that needed to be started at 7PM local time, for specific reasons), I would sometimes pause and unpause a study. When unpausing, sometimes there would be a significant lag displaying our experiment to participants again - once, we got no participants for several days, while the same experiment would often fill up on other nights. Customer service was very responsive trying to help find a solution, but I'm unsure what else can be done from a development standpoint.

**What problems is Prolific solving and how is that benefiting you?**

We use Prolific for psycholinguistic studies, which for our purposes often take the form of listening to sounds and judging them. Not only do we find participants easily, sometimes they will give feedback that we incorporate into the body of the experiment. We also get participants much more quickly than using our university's student body.

  ### 24. Great platform for online reserach

**Rating:** 4.0/5.0 stars

**Reviewed by:** robert W. | Graduate Researcher, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 30, 2024

**What do you like best about Prolific?**

Prolific makes it extremely easy for me to run experiments online.  I use it almost exclusively for our lab's research.

**What do you dislike about Prolific?**

The billing can be a little wonky, in that it rounds the final numbers up and down (such that a task that is $20.00 might show on an invoice as $19.99 or $20.01).  This causes massive headaches for reimbursements and invoices.

**What problems is Prolific solving and how is that benefiting you?**

Prolific makes it easy to get the research subjects I need quickly and efficently.

  ### 25. Prolific is Prolific in Data collection

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.)

**Reviewed Date:** February 06, 2025

**What do you like best about Prolific?**

Ease of collecting quality data and the screeners

**What do you dislike about Prolific?**

No Group Panels for collecting the group based data

**What problems is Prolific solving and how is that benefiting you?**

Prolific helps me collect good qaulity data for my research in a easy way

  ### 26. Prompt, high quality feedback

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Research | Mid-Market (51-1000 emp.)

**Reviewed Date:** June 09, 2024

**What do you like best about Prolific?**

Very nice researcher experience – you can customize your screenings to get just the people you want from a large battery of questions that Prolific asks to potential participants. I also appreciate that I get an accurate size of the entire respondent pool based on my screenings, which gives me a good sense of how many participants I might get. I've also noticed that Prolific respondents take more time and effort than I am used to with some other services. I also like the real-time dashboard that lets you know how many people are currently doing a task vs. how many have finished. Will definitely keep using Prolific on future research teasks.

**What do you dislike about Prolific?**

The only downside I can think of is that recruited participants spend a bit longer than I would ordinarily estimate on tasks – this is good for quality but I have to bump up my compensation slightly to account for it. But it seems well worth it as of now.

**What problems is Prolific solving and how is that benefiting you?**

Running scenario-based experiments with surveys and behavioral tasks

**Official Response from Marketing Prolific:**

> Hello! It's great to hear that you plan to continue using Prolific for your future research. We appreciate your understanding of the trade-off between participant effort and compensation. Thank you for choosing Prolific!

  ### 27. Review from a heavy academic user

**Rating:** 1.5/5.0 stars

**Reviewed by:** Jake Z. | Professor, Enterprise (> 1000 emp.)

**Reviewed Date:** June 07, 2024

**What do you like best about Prolific?**

Data quality is good and the site is user friendly.

**What do you dislike about Prolific?**

They have horrible customer support. There are no options to ever speak to a person (either via chat or on the phone) - your only resort is email, which takes a few days to get a response. They also have serious bugs in basic functionality. For example, the system glitches and does  not pay people the amounts you specify. The invoices they provide also contain errors. Obviously these are massive issues that should be a given - participant payments and invoices is one of the most important features of this type of platform.

**What problems is Prolific solving and how is that benefiting you?**

Access to participants for academic research.

**Official Response from Marketing Prolific:**

> Thank you for your feedback; it's great to hear you've seen the quality data you needed from using Prolific. We understand the importance of timely and efficient customer support and accurate information regarding payments and invoices. Our Customer Success team will reach out directly to discuss the concerns you've raised in these areas.

  ### 28. Effective tool for research participant recruitment

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.)

**Reviewed Date:** September 30, 2024

**What do you like best about Prolific?**

Prolific serves as an effective tool for research participant recruitment. The platform offers a diverse pool of participants, which aids in obtaining representative samples across various demographics. The emphasis on fair participant compensation generally results in engaged responses and reliable data. This approach supports the collection of meaningful research outcomes. Prolific's efficiency is notable, with typically quick study completion times. This feature is particularly useful for time-sensitive projects. The pre-screening options allow for specific targeting of participant groups, which is beneficial for studies requiring niche demographics. Implementation with survey platforms is easy; documentation and support very helpful. 
Overall, Prolific provides a solid combination of participant diversity, functional interface, and efficient turnaround times.

**What do you dislike about Prolific?**

The quality of responses sometimes falls short of expectations, and costs can be high.

**What problems is Prolific solving and how is that benefiting you?**

Recruitment of pre-screened research participants.

  ### 29. Prolific is a great survey software for Amazon sellers

**Rating:** 5.0/5.0 stars

**Reviewed by:** Joshua J. | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 21, 2024

**What do you like best about Prolific?**

Prolific is easy to use, and since it is time-based you don't have to pay extra for choosing demographics, multiple questions, etc. This makes it a much more affordable solution vs the other Amazon survey tools out there. I've also gotten very speedy survey responses; usually less than a couple hours for my surveys, and I often have the audience demogrpahics whittled down to less than 2,000 potential respondents for a 100 person survey, yet it still happens fast.

**What do you dislike about Prolific?**

It can be a little intimidating at first to setup. However, it's really easy once you understand. They have an internal 5 question tool, but it doesn't allow for uploading photos, so that is limited. The best way is to use another free software such as tally.so to build your survey, and then prolific can send all the traffic to that survey for the data to be collected. You can link the "submit" button on the tally survey back to Prolific for them to record the results. It's amazing how smooth this works once you get the hang of it.

**What problems is Prolific solving and how is that benefiting you?**

We primarily use this to show designs to online shoppers in the age and other matching demographics of our target market. We show them photos of options and ask them to choose which one they like best and give us comments on their choices. It usually takes less than a minute or so for the respondents to fill out, but it gives invaluable data for knowing which design the market likes and why. With this tool we were able to come up with a design that the survey respondents overwhelmingly liked btter than the current bestseller on the market. Without this tool we were just shooting in the dark and not hitting that goal.

**Official Response from Marketing Prolific:**

> Thank you for sharing your feedback! We're glad to hear that Prolific is helping you gather invaluable data and it was great to see your comments on your own experiences of learning how to use the platform. We appreciate your support and look forward to continuing to serve you! - Mike

  ### 30. Prolific has made data collection for me very very easy

**Rating:** 5.0/5.0 stars

**Reviewed by:** Seema P. | Small-Business (50 or fewer emp.)

**Reviewed Date:** March 20, 2024

**What do you like best about Prolific?**

The access to a large pool of participants, the speed with which data collection can be done. I completed my PhD in India where there were no funds to recruit participants on prolific. My studies would take months to finish because of delay in recruiting. I started using Prolific only in the last 2 years after I moved to Germany for my postdoc. It is not an exaggeration to say that my research work has dramatically improved because of Prolific.

**What do you dislike about Prolific?**

That it doesn't have participants from countries like India. Related to my earlier point, I can now clearly see how disadvantaged my colleagues and friends in India are. Even though Indian researchers can technically run studies on Prolific, the pricing makes it practically impossible. Almost no Indian institute or University would be able to afford paying 300 pounds (approximately 30000 in Indian rupees which is roughly equivalent to a PhD student's salary) for a 40 minute study on 40 participants. This problem primarily arises due to the massive difference in currency. I am really hoping that someday Prolific will adjust the participant payment fees based on the local currency so that the benefits of prolific can be enjoyed by a greater number of people, especially in the global south. This is not really a complaint, as I said, I am extremely grateful for Prolific. This is just a suggestion from someone who has experienced both the upside and downsides of the platform.

**What problems is Prolific solving and how is that benefiting you?**

Not business problems since I am an academic researcher. But it is making it much faster for me to run studies. It is especially useful when I am trying new paradigms. I run them online and check if my hypothesis is correct, if the task is working correctly as it should. And then I collect brain activity data (EEG) on the same task. This is a much better approach than directly investing a lot of time and resources on EEG data.

**Official Response from Marketing Prolific:**

> We're thrilled to hear that Prolific has made data collection easier and faster for you, especially as an academic researcher. We understand your concern about the availability of participants from countries like India and the pricing challenges. We appreciate your feedback and will definitely take it into consideration as we continue to improve our platform. - Mike

  ### 31. Prolific: A Valuable Tool for Academic Research

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.)

**Reviewed Date:** May 31, 2024

**What do you like best about Prolific?**

Prolific provides access to a diverse and reliable pool of participants, making it ideal for conducting a wide range of academic studies. The platform's user-friendly interface and efficient recruitment process save time and effort, allowing researchers to focus on the quality of their research. Additionally, the transparency and ethical guidelines of Prolific ensure high data integrity and participant trust, which are crucial for academic research.

**What do you dislike about Prolific?**

While Prolific is generally excellent, the cost of recruiting participants can be relatively high, which might be a constraint for researchers with limited budgets. Additionally, the demographic filters, while useful, can sometimes winnow down the pool of available respondents too much (as not all users on the panel have answered these questions). Customer support is also slow and there's no way to get quick time sensitive replies  without paying for a consultant.

**What problems is Prolific solving and how is that benefiting you?**

Prolific solves the challenge of recruiting diverse and reliable participants by providing a large, verified pool, which ensures high-quality data for academic research. Its user-friendly interface and efficient study management tools save time and effort, allowing researchers to focus on their studies. Additionally, Prolific's adherence to ethical standards ensures responsible and trustworthy research practices, benefiting me by streamlining the research process and enhancing data integrity

  ### 32. Useful recruitment platform, with room for improvement (prescreeners, general settings/options, etc)

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.)

**Reviewed Date:** May 24, 2024

**What do you like best about Prolific?**

- Speed of recruitment / data collection

- platform now has more integrated features for, e.g., maintaining data quality (e.g., capacity to automatically redirect individuals out of your study if and when they fail 2 attention checks)

- In my experience, when I've reached out to Prolific's support team they've been pretty helpful / prompt in their responses

- Nice that Prolific can now facilitate collection of some types of represenatative samples, though haven't used this option yet myself so don't know how useful / versatile it is nor how the cost compares to other options / services out there (e.g., from Toluna)

**What do you dislike about Prolific?**

GENERAL SETTINGS / OPTIONS / PLATFORM

- Still glitchy at times (e.g., get strings of error messages while trying to create a new study and as a result unable to save the study in draft form)

- Still missing some settings / options that would be incredibly useful -- for example, it would be helpful if I could: (1) invite collaborators / grant access at the individual-study level and/or at the project level (not just at the "workspace" level); (2) move funds from one workspace to another, in part to help monitor and manage allocation of specific funding amounts to specific studies/projects w. different collaborators (e.g., for situations where you're drawing from some general / flexible pot of funding you've put onto Prolific to pay for these different studies and projects with different collaborators); (3) have more flexibility in organizing different studies / projects /workspaces, including retroactively  (e.g., ability to move specific [completed] studies or projects to different workspaces)

PRESCREENERS

- some of the prescreeners are still rather clunky and/or lacking -- for example, there's no prescreener that disaggregates employment sectors within STEM

- More generally it would be helpful to know if any of Prolific's prescreeners were developed using / correspond to widely used classifications (e.g., employment classifications used by the EU, ILO, or UN) -- and if not, consider doing so, potentially with an eye toward using prescreeners with response options / classifications that map onto those used in large, generally accessible datasets (e.g., European Social Survey, World Values Survey, etc), which would better enable comparisons if not integration of findings / evidence across one's own Prolific studies and these large datasets. Similarly, using response options / classifications in prescreeners that correspond to those used in datasets that are population-level and/or representative would make it easier for researchers to apply some weighting techniques to their Prolific samples.

- Other prescreeners are outdated and sometimes cringeworthy -- for example, Sexual Orientation prescreener still "others" people (consider adjusting this response option to "Not Listed" or something akin), and via the "Sex" prescreener or any other prescreener it's not possible to identify / recruit individuals who are, e.g., Intersex

**What problems is Prolific solving and how is that benefiting you?**

Ease / speed of participant recruitment (academic research)

  ### 33. Useful tool for recruiting participants from all around the globe

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.)

**Reviewed Date:** October 29, 2024

**What do you like best about Prolific?**

The large pool of users with many native languages and the many options for filtering participants based on many different factors. Easy to use together with tools such as cognition.

**What do you dislike about Prolific?**

The quality of the participants can be mixed at times

**What problems is Prolific solving and how is that benefiting you?**

We need participants for listening studies to test our speech synthesis tools. Prolific gives us the opportunity to reach a far wider audience than if we were to conduct in person studies.

  ### 34. Outstanding

**Rating:** 5.0/5.0 stars

**Reviewed by:** Simon S. | Postdoctoral researcher, Small-Business (50 or fewer emp.)

**Reviewed Date:** July 26, 2024

**What do you like best about Prolific?**

Good data quality, fast data collection, helpful pre-screening options, good customer service. Nice that there are now workspaces. Fair prizes.

**What do you dislike about Prolific?**

Site sometimes loads slowly. No option to copy studies between workspaces.

**What problems is Prolific solving and how is that benefiting you?**

Access participant samaples that are large enough to reliably find empirical effects.

  ### 35. True humans, great responses

**Rating:** 5.0/5.0 stars

**Reviewed by:** Luis A. | PHD Student, Enterprise (> 1000 emp.)

**Reviewed Date:** March 06, 2024

**What do you like best about Prolific?**

I like that you get access to human subjects for social research that truly care about answering your survey or study. In other services, people are just trying to rush through your study but here they take great care to answer. I also liked that subjects would rather return their submission rather than having you reject it. The number of rejections due to attention check failure or comprehension failure is fairly low

**What do you dislike about Prolific?**

I have noticed that the number of rejections due to attention check failure or comprehension has been increasing over the years. I would suggest Prolific to increase their number of subjects, they might be getting burned out.

**What problems is Prolific solving and how is that benefiting you?**

The purpose I use prolific for is not included in neither of the options provided. I am social and behavioral research scientist. I use prolific to access a sample of a general poopulation in the United States. Without Prolific I would not be able to make research that has external validity; in other words, the results I obtain using Prolific are more likely to represent the behavior in the general population.

  ### 36. Fast and user friendly

**Rating:** 4.0/5.0 stars

**Reviewed by:** Jacopo B. | Contracted Lecturer, Enterprise (> 1000 emp.)

**Reviewed Date:** October 02, 2024

**What do you like best about Prolific?**

I like the fact that I can get experiment or survey responses in less than 24h and that I have several screening I can adopt

**What do you dislike about Prolific?**

Could be a little too expensive, and its built-in survey tool is still very limited.

**What problems is Prolific solving and how is that benefiting you?**

I can get fast replies

  ### 37. Professional platform

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.)

**Reviewed Date:** March 21, 2025

**What do you like best about Prolific?**

Quotas for studies. A professional platform with good subject pool.

**What do you dislike about Prolific?**

A couple of times, I have encountered unknown errors in transferring money. Usually, they fix them in a day or two.

**What problems is Prolific solving and how is that benefiting you?**

Finding subjects online.

  ### 38. I recommend using Prolific

**Rating:** 5.0/5.0 stars

**Reviewed by:** Echo L. | Small-Business (50 or fewer emp.)

**Reviewed Date:** April 29, 2024

**What do you like best about Prolific?**

For me, the most helpful aspect of Prolific is the ease of use. As a researcher in psychology, it usually takes a few weeks to recruit participants even for a simple behavior experiment, but now Prolific allows us to do that in a few days.

**What do you dislike about Prolific?**

For, the least helpful aspect of Prolific is that it is not so easy to check the quality of the data. Usually we need to manually check each submission, which could take a lot of time if there are many submissions.

**What problems is Prolific solving and how is that benefiting you?**

Prolific bridges the gap between potential participants and researchers like us, which makes it easier for us to recruit participants and also makes it easier for participants to earn some extra money.

  ### 39. Quick, Easy, and Quality

**Rating:** 5.0/5.0 stars

**Reviewed by:** Makam B. | Mid-Market (51-1000 emp.)

**Reviewed Date:** April 08, 2024

**What do you like best about Prolific?**

Using the Prolific Academic platform for data collection in marketing area has been an outstanding experience. It is exceptionally user-friendly. Settign and implementing the studies is both quick and straightforward. The best thing is the quality of respondent pool they have. While i have not used diversed participant pool, you can get representative pool based on your requirements. It can help you screen participants on so many filters. Overall, this platform is both dependable and efficient method for gathering robust data for your studies.

**What do you dislike about Prolific?**

Nothing much to say except that sometimes i see participants with same IP address taking up my studies. And some information is not up-to-date like gender, age, country of residence, and other demographic information. Regular updation is required.

**What problems is Prolific solving and how is that benefiting you?**

It helps in my research purpose.

  ### 40. Good

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.)

**Reviewed Date:** January 07, 2025

**What do you like best about Prolific?**

Pretty user friendly,and high quality data

**What do you dislike about Prolific?**

A bit expensive of the service fee, hope it could be cheaper when recruiting large samples.

**What problems is Prolific solving and how is that benefiting you?**

It helped me collect user data in surveys.

  ### 41. great platform for online experiments

**Rating:** 5.0/5.0 stars

**Reviewed by:** Elena K. | Data Analyst, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 09, 2024

**What do you like best about Prolific?**

The ability to reach diverse samples of participants easily, the ease of use of the platform

**What do you dislike about Prolific?**

It's not specific to prolific, but online experiments are challenging in terms of quality of the participants

**What problems is Prolific solving and how is that benefiting you?**

I have started using Prolific during the outburst of Covid-19 pandemic and inablibity to run in lab experiments. Since then, most of my computerized tasks are ran on Prolific and it allows fast and easy access to great samples.

  ### 42. Great user experience, high quality of data

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Mid-Market (51-1000 emp.)

**Reviewed Date:** November 21, 2024

**What do you like best about Prolific?**

I like how easy it is to recruit and manage participants. It makes conducting research a lot faster than conventional methods. The quality of data is also very high.

**What do you dislike about Prolific?**

There is nothing I dislike. I hope to see more additional features in the future.

**What problems is Prolific solving and how is that benefiting you?**

I use it for academic research.

  ### 43. Engaged participants and great support team

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Health, Wellness and Fitness | Small-Business (50 or fewer emp.)

**Reviewed Date:** March 24, 2024

**What do you like best about Prolific?**

Participants are usually great.
It's easy to set up a new study and validating the study is intuitive.
The support team is very helpful and new useful features are added upon request.

**What do you dislike about Prolific?**

It's pricier than other solutions and sometime the screening is not precise.

**What problems is Prolific solving and how is that benefiting you?**

I need to find participants for psychological research or data labeling, lately some crowd testing too.
Prolific participants are usually engaged and try to succeed in these tests.

**Official Response from Marketing Prolific:**

> We're pleased to hear that Prolific is helping you find engaged participants for your research needs. We understand your concerns about screening accuracy, and we are continuously working to enhance our platform to provide the best experience for our users. - Mike

  ### 44. Expensive fees, but quality data that is collected quickly and a good user-interface

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.)

**Reviewed Date:** November 01, 2024

**What do you like best about Prolific?**

The data quality is good, it is collected fast, and the website is easy to use

**What do you dislike about Prolific?**

The fees are too expensive for non-profits, and as such, my lab is considering using a different platform

**What problems is Prolific solving and how is that benefiting you?**

We can get more diverse pools of participants than if we were to collect online samples from our University and in much less time

  ### 45. Tried many crowdsourcing/paneling platforms and finally resorted here.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Education Management | Enterprise (> 1000 emp.)

**Reviewed Date:** October 30, 2024

**What do you like best about Prolific?**

Great pool of participants--we've collected the same types of data on multiple platforms, and Prolific participants' data proved to be of the highest quality.
Nice and easy interface, great messaging system for (batch) contacting/emailing participants, great customer support.

**What do you dislike about Prolific?**

Would be more convenient if the built-in survey features can be enhanced.

**What problems is Prolific solving and how is that benefiting you?**

Testing educational/vocational tasks. Prolific participants provided high-quality data.

  ### 46. Probably the best platform for online participants, but...

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.)

**Reviewed Date:** November 02, 2024

**What do you like best about Prolific?**

Everything is very easy to access, and the screeners are fairly robust.

**What do you dislike about Prolific?**

I recently had my account paused for running an incentive-compatible survey where I sent some participants e-gift cards. You can not run incentive compatible studies on Prolific, which makes it nearly useless for a lot of experimental research.

**What problems is Prolific solving and how is that benefiting you?**

Easy access to online human subjects.

  ### 47. Easy to use platform to collect surveys respondents

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.)

**Reviewed Date:** October 30, 2024

**What do you like best about Prolific?**

Prolific is a very user-friendly platform to collect respondents for your surveys. I use it very often for my own research project. The quality of the answers is good, and it takes few time to get a high amount of respondents.
I really appreciate the many screening options, which are very useful for different types of research projects.
The customer support is also good: they answer quickly and solved my issues.

**What do you dislike about Prolific?**

So far there is nothing particular that I dislike.

**What problems is Prolific solving and how is that benefiting you?**

Prolific allows me to get a high amount of respondents for my surveys.

  ### 48. Excellent response time

**Rating:** 5.0/5.0 stars

**Reviewed by:** Kaitlyn S. | Graduate Teacher of Record, Enterprise (> 1000 emp.)

**Reviewed Date:** June 02, 2024

**What do you like best about Prolific?**

I loved the number of persons ready and available to take my surveys, as well as the wide variety of demographic information

**What do you dislike about Prolific?**

The one downside, which is not necessarily prolific's fault, is that the people completing the surveys don't always have the best...langauge? As a professional, I don't want to see cuss words on my surveys or in my email if there is an issue. However, this is just about being pickier with people.

**What problems is Prolific solving and how is that benefiting you?**

The issue of finding persons willing to participate in a paid study in a timely manner!

  ### 49. We've ran hundreds of studies with Prolific. Will run hundreds / thousands more.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Research | Mid-Market (51-1000 emp.)

**Reviewed Date:** December 13, 2024

**What do you like best about Prolific?**

Run by humans. Lots of great features. The free use of balanced UK representive demographics is amazing.

**What do you dislike about Prolific?**

frontend can be laggy / buggy sometimes .

**What problems is Prolific solving and how is that benefiting you?**

Conducting a lot of user research

  ### 50. Prolific is the superior crowdsourcing platform

**Rating:** 5.0/5.0 stars

**Reviewed by:** Steven M. | PhD Candidate, Small-Business (50 or fewer emp.)

**Reviewed Date:** June 07, 2024

**What do you like best about Prolific?**

Prolific makes it easy to run a variety of surveys and other crowdsourcing tasks, providing detailed guides and allowing for a plethora of customization options.

**What do you dislike about Prolific?**

For my given use cases, which are mostly around surveys, I guinely have no dislikes aside from wishing the participant pool could be a bit larger for my niche participant criteria at times.

**What problems is Prolific solving and how is that benefiting you?**

I need a pool of domain novices to take part in my user research and Prolific provides me access to this audience for practically any domain I need.

**Official Response from Marketing Prolific:**

> Hi Steven, We're delighted to hear that Prolific is providing you with access to the diverse audience your research requires. We appreciate your feedback about the pool size, if you'd like to discuss the specific areas we could improve then please reach out to our Support team and ask to be put in touch with a Customer Success Manager.



- [View Prolific pricing details and edition comparison](https://www.g2.com/products/prolific/reviews?page=2&section=pricing&secure%5Bexpires_at%5D=2026-07-27+06%3A30%3A53+-0500&secure%5Bsession_id%5D=277fb0c6-c734-4478-9e1e-338ddb5d0ef1&secure%5Btoken%5D=ee9ee8dbcd0a4db1af8e001f0e11d4d7ad20af0b077a4db1ff21c052055c7f36&format=llm_user)
## Prolific Integrations
  - [Maze](https://www.g2.com/products/maze-maze/reviews)

## Prolific Features
**User Response Methods**
- Survey
- Video Snippets
- Video Interview
- Photo Submission
- Text/Notes

**Functionality**
- Crowd Testing
- Feedback Tracking
- Integration
- Requirements
- Logging

**Quality**
- Labeler Quality
- Task Quality
- Data Quality
- Human-in-the-Loop

**Integration - Machine Learning**
- Integration

**Participant Selection**
- In-App
- In-Store
- On-Site
- Recruitment Pool

**Admin**
- Test Analysis

**Automation**
- Machine Learning Pre-Labeling
- Automatic Routing of Labeling

**Learning - Machine Learning**
- Training Data
- Actionable Insights
- Algorithm

**Insights**
- Analytics
- Collaboration
- Sorting

**Image Annotation**
- Image Segmentation

- Object Detection
- Object Tracking
- Data Types

**Natural Language Annotation**
- Named Entity Recognition
- Sentiment Detection
- OCR

**Generative AI**
- AI Text Summarization

**Speech Annotation**
- Transcription
- Emotion Recognition

## Top Prolific Alternatives
  - [UserTesting](https://www.g2.com/products/usertesting/reviews) - 4.4/5.0 (734 reviews)
  - [Respondent](https://www.g2.com/products/respondent/reviews) - 4.6/5.0 (382 reviews)
  - [User Interviews](https://www.g2.com/products/user-interviews/reviews) - 4.6/5.0 (681 reviews)

