{"id":1191,"date":"2021-02-16T11:32:25","date_gmt":"2021-02-16T08:32:25","guid":{"rendered":"https:\/\/persona.qcri.org\/blog\/?p=1191"},"modified":"2021-06-24T10:03:21","modified_gmt":"2021-06-24T07:03:21","slug":"pain-points-and-personas","status":"publish","type":"post","link":"https:\/\/persona.qcri.org\/blog\/pain-points-and-personas\/","title":{"rendered":"Pain Points and Personas"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">In this article, I share insights into what are pain points and how can personas &#8212; and more specifically the <\/span><a href=\"https:\/\/persona.qcri.org\/\"><span style=\"font-weight: 400;\">Automatic Persona Generation (APG)<\/span><\/a><span style=\"font-weight: 400;\"> system that was built by our team help identify customer pain points.\u00a0<\/span><\/p>\n<p><b>Expressing customers with pain points as customer personas can contribute to developing better products and services, ultimately leading to a delightful UX for the end-user.<\/b><\/p>\n<figure id=\"attachment_1177\" aria-describedby=\"caption-attachment-1177\" style=\"width: 580px\" class=\"wp-caption aligncenter\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"wp-image-1177 size-large\" src=\"https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/photo-1552345386-6690de5b2c09.jpg?resize=580%2C387&#038;ssl=1\" alt=\"\" width=\"580\" height=\"387\" srcset=\"https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/photo-1552345386-6690de5b2c09.jpg?resize=1024%2C683&amp;ssl=1 1024w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/photo-1552345386-6690de5b2c09.jpg?resize=300%2C200&amp;ssl=1 300w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/photo-1552345386-6690de5b2c09.jpg?resize=768%2C512&amp;ssl=1 768w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/photo-1552345386-6690de5b2c09.jpg?resize=1536%2C1024&amp;ssl=1 1536w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/photo-1552345386-6690de5b2c09.jpg?resize=2048%2C1365&amp;ssl=1 2048w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/photo-1552345386-6690de5b2c09.jpg?resize=1200%2C800&amp;ssl=1 1200w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/photo-1552345386-6690de5b2c09.jpg?resize=1980%2C1320&amp;ssl=1 1980w\" sizes=\"auto, (max-width: 580px) 100vw, 580px\" \/><figcaption id=\"caption-attachment-1177\" class=\"wp-caption-text\">Identifying customer pain points is crucial for a good UX (Source: <a href=\"https:\/\/unsplash.com\/photos\/jzTQVxCyKYs\">Unsplash<\/a>)<\/figcaption><\/figure>\n<h2><b>What is a pain point?\u00a0<\/b><\/h2>\n<p><!--more--><\/p>\n<p><span style=\"font-weight: 400;\">A pain point refers to a very specific problem that customers of your particular product or service are experiencing. You can think of pain points as problems &#8211; plain and simple!<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For example, if a customer is using an e-commerce platform, and if the checkout and payment process is rather lengthy, then they might just quit and jump to another e-commerce provider. This is a pain point, which if a product team is able to identify and correct, can boost their <\/span><a href=\"https:\/\/seodigitalgroup.com\/what-is-a-conversion\/\"><span style=\"font-weight: 400;\">conversions<\/span><\/a><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Another example of a common UX pain point is the payment issue that users face when they want to pay for a product or service online. There is <\/span><a href=\"https:\/\/baymard.com\/blog\/current-state-of-checkout-ux\"><span style=\"font-weight: 400;\">evidence that nearly 68% of users abandon their shopping cart<\/span><\/a><span style=\"font-weight: 400;\"> when trying to make a purchase. Reasons for this could be numerous such as site flow not being properly designed, long and complicated check out process, etc.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Take the following example from a major British multinational retailer that specializes in selling clothing, home products, and food products.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">One weird thing about their checkout process is that the option for guest checkout is not prominent whatsoever on the site and if you are like me and do not like the user interface to interrupt your flow, you might need to spend time out to figure out where this option is! <\/span><b><i>This is a pain point with service that can lead to customers abandoning their checkouts<\/i><\/b><span style=\"font-weight: 400;\">!\u00a0<\/span><\/p>\n<figure id=\"attachment_1180\" aria-describedby=\"caption-attachment-1180\" style=\"width: 580px\" class=\"wp-caption aligncenter\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"wp-image-1180 size-large\" src=\"https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/ms-blurred.png?resize=580%2C332&#038;ssl=1\" alt=\"\" width=\"580\" height=\"332\" srcset=\"https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/ms-blurred.png?resize=1024%2C587&amp;ssl=1 1024w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/ms-blurred.png?resize=300%2C172&amp;ssl=1 300w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/ms-blurred.png?resize=768%2C440&amp;ssl=1 768w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/ms-blurred.png?resize=1536%2C880&amp;ssl=1 1536w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/ms-blurred.png?resize=2048%2C1173&amp;ssl=1 2048w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/ms-blurred.png?resize=1200%2C687&amp;ssl=1 1200w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/ms-blurred.png?resize=1980%2C1134&amp;ssl=1 1980w\" sizes=\"auto, (max-width: 580px) 100vw, 580px\" \/><figcaption id=\"caption-attachment-1180\" class=\"wp-caption-text\">The option to \u201ccontinue as a guest\u201d is not nearly as prominent as the \u201cSign In\u201d option, which is placed first, has two open form fields, and a prominent \u201cSign In\u201d button.<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">Identifying this pain point requires user research, user focus, and usability tests &#8212; basically, trying to identify what it is about your product or service which is frustrating for the user!\u00a0<\/span><\/p>\n<h2><b>Value of personas in communicating customer pain points\u00a0<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Personas are fictional persons representing a group of similar users or customers of a product or service. These could be created either manually or automatically (more on that later) based upon your research to represent different customer types that use or might use your product or service.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">An example of a persona is presented below:\u00a0<\/span><\/p>\n<figure id=\"attachment_1184\" aria-describedby=\"caption-attachment-1184\" style=\"width: 580px\" class=\"wp-caption aligncenter\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"wp-image-1184 size-large\" src=\"https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/InkedExample_LI.jpg?resize=580%2C410&#038;ssl=1\" alt=\"\" width=\"580\" height=\"410\" srcset=\"https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/InkedExample_LI.jpg?resize=1024%2C724&amp;ssl=1 1024w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/InkedExample_LI.jpg?resize=300%2C212&amp;ssl=1 300w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/InkedExample_LI.jpg?resize=768%2C543&amp;ssl=1 768w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/InkedExample_LI.jpg?w=1200&amp;ssl=1 1200w\" sizes=\"auto, (max-width: 580px) 100vw, 580px\" \/><figcaption id=\"caption-attachment-1184\" class=\"wp-caption-text\">A flat-file persona depicting customer needs, motivations &amp; pain points (Source: <a href=\"https:\/\/careerfoundry.com\/en\/blog\/ux-design\/what-is-a-persona\/\">Careerfoundry<\/a>)<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">As you can see from the figure above, a persona profile contains details about the customer such as demographics, needs and goals, motivations, and also pain points.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In the above example, <\/span><span style=\"font-weight: 400;\">notice the pain points<\/span><span style=\"font-weight: 400;\"> that this persona has.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For instance, reading her pain points makes me think of Alex as an active and methodical person, who is busy and needs one place to check weather conditions for different activities and nearby locations. But, the current apps that she is using are not attractive (i.e. have a bad user interface), inaccurate, and overall have created a bad UX for her.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Now, what does this pain point tell us? For UX practitioners, this tells us that there is a potential market here for the development of a good weather application that is accurate (perhaps draws and displays information from multiple sources and updated regularly) and has a modern, clean interface! Essentially,<\/span><b><i> these pain points informed the need for the design and development of a dedicated application for a user segment that matches Alex!\u00a0\u00a0\u00a0<\/i><\/b><\/p>\n<p><span style=\"font-weight: 400;\">An added value of using personas is addressing customer pain points often means the involvement of many teams, managers, executives, and others. All of these teams must communicate with each other while <\/span><span style=\"font-weight: 400;\">keeping the customer in mind<\/span><span style=\"font-weight: 400;\">. <\/span><b>Personas are great for this!<\/b><span style=\"font-weight: 400;\"> They add the human touch to what would otherwise be cold facts from your research. People <\/span><a href=\"https:\/\/persona.qcri.org\/blog\/theory-of-personas\/\"><span style=\"font-weight: 400;\">can relate<\/span><\/a><span style=\"font-weight: 400;\"> to personas more easily, as the portrayal of real people in them is designed to minimize reliance on personal viewpoints when discussing customers\u2019 experiences, perceptions, and mental processes.\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It is safe to say that <\/span><b><i>personas play a crucial role in helping identify customer pain points, which in turn governs design decisions for a product or service, which if done correctly can lead to an overall good customer experience<\/i><\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h2><b>Use of personas to express customer pain points &#8211; A personal example\u00a0<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">During my doctoral research work at Tallinn University, I developed a course on trust in computing. The main assignment for the students was to use a scale (fancy word for an online survey) that I developed to <\/span><a href=\"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/0144929X.2019.1656779\"><span style=\"font-weight: 400;\">measure trust in technology<\/span><\/a><span style=\"font-weight: 400;\"> and apply it to their projects.\u00a0 One consistent feedback that I received throughout the course was that the application of the scale is exceedingly difficult, especially for students who have no background in statistics.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Since the class in which the course was taught also included practitioners, such as UX researchers, UI designers, etc., and some of them had to measure trust in actual industrial projects that they were a part of, they provided important feedback of having an online tool which can be developed to measure trust, results of which are automated and can be visualized easily.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I took these comments seriously and wanted to dig a bit deeper in understanding the frustrations and pain points of two particular sets of users:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Students taking the course.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Practitioners such as UX researchers taking the course.\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">I had to conduct extensive user research with both the above types of users and finally, was able to understand their actual pain points and frustrations when taking the trust in computing course and their need to have an online tool.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I took the liberty of summarizing my results with the above two user segments in the form of two personas &#8211; a student persona and persona of a UX researcher. These are depicted as follows:\u00a0<\/span><\/p>\n<figure style=\"width: 580px\" class=\"wp-caption aligncenter\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"wp-image-1185 size-large\" src=\"https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/UX-researcher-persona.png?resize=580%2C461&#038;ssl=1\" alt=\"\" width=\"580\" height=\"461\" srcset=\"https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/UX-researcher-persona.png?resize=1024%2C814&amp;ssl=1 1024w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/UX-researcher-persona.png?resize=300%2C239&amp;ssl=1 300w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/UX-researcher-persona.png?resize=768%2C611&amp;ssl=1 768w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/UX-researcher-persona.png?resize=1536%2C1221&amp;ssl=1 1536w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/UX-researcher-persona.png?resize=2048%2C1628&amp;ssl=1 2048w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/UX-researcher-persona.png?resize=1200%2C954&amp;ssl=1 1200w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/UX-researcher-persona.png?resize=1980%2C1574&amp;ssl=1 1980w\" sizes=\"auto, (max-width: 580px) 100vw, 580px\" \/><figcaption class=\"wp-caption-text\">Persona of a UX researcher depicting her pain points (frustrations)<\/figcaption><\/figure>\n<p>&nbsp;<\/p>\n<figure id=\"attachment_1186\" aria-describedby=\"caption-attachment-1186\" style=\"width: 580px\" class=\"wp-caption aligncenter\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"wp-image-1186 size-large\" src=\"https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/student-persona.png?resize=580%2C414&#038;ssl=1\" alt=\"\" width=\"580\" height=\"414\" srcset=\"https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/student-persona.png?resize=1024%2C731&amp;ssl=1 1024w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/student-persona.png?resize=300%2C214&amp;ssl=1 300w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/student-persona.png?resize=768%2C548&amp;ssl=1 768w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/student-persona.png?resize=1536%2C1096&amp;ssl=1 1536w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/student-persona.png?resize=2048%2C1462&amp;ssl=1 2048w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/student-persona.png?resize=1200%2C856&amp;ssl=1 1200w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/student-persona.png?resize=1980%2C1413&amp;ssl=1 1980w\" sizes=\"auto, (max-width: 580px) 100vw, 580px\" \/><figcaption id=\"caption-attachment-1186\" class=\"wp-caption-text\">Persona of a student depicting her pain points (frustrations)<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">As you can see from the above two persona profiles, I was able to identify two main points for two customer segments:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Both the personas needed a simple easy to use online tool for creating surveys to measure trust.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Both the personas wanted the results of the survey to be displayed in a nice visual way, without the need for manual computation or running complex statistical analysis!<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">However, the creation of these persona profiles took a lot of time. I had to first wait to get an appointment to carry out the research work with different people, following which I had to analyze all the data and, finally, <\/span><span style=\"font-weight: 400;\">I was able to create these personas! I kept Leena and Kristiina as I revamped my scale.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In my case, since the sample size was relatively smaller (I had around 10 people to interview), this process, although difficult, was still doable.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Now imagine if there is an organization that has a huge customer base of say around 1000 people, and they wish to understand the pain points of all (or most) of these customers with their products or service offerings and represent these in the form of personas. Doing so manually would be a herculean task &#8211; will be expensive and extremely time-consuming.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This is where the <\/span><a href=\"https:\/\/persona.qcri.org\/\"><span style=\"font-weight: 400;\">Automatic Persona Generation (APG)<\/span><\/a><span style=\"font-weight: 400;\"> system can help.<\/span><\/p>\n<h2><b>Automatic Persona Generation System (APG)<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">The <\/span><a href=\"https:\/\/persona.qcri.org\/persona-team\"><span style=\"font-weight: 400;\">APG team<\/span><\/a><span style=\"font-weight: 400;\"> at the <\/span><a href=\"https:\/\/www.qf.org.qa\/research\/qatar-computing-research-institute\"><span style=\"font-weight: 400;\">Qatar Computing Research Institute<\/span><\/a><span style=\"font-weight: 400;\"> has developed an <\/span><a href=\"https:\/\/persona.qcri.org\/\"><span style=\"font-weight: 400;\">Automatic Persona Generation system<\/span><\/a><span style=\"font-weight: 400;\">, which is both a methodology and a system for automatically creating data-driven personas from online analytics data!\u00a0 Say, for instance, your organization has a large and diverse customer base and collects digital information on them. Using APG would enable you to better understand all of them!\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">APG uses the online analytics data which your organization has to identify customer behaviors, generate customer segments, and then enriches these customer segments with gender, age, and nationality-appropriate names and pictures. Customer loyalty rating, customer interests, product interactions, brand sentiment, and segment sizes are represented by the personas, and all of this is done in a privacy-preserving process using only aggregated data. <\/span><b><i>Not only are the data-driven personas generated using APG more detailed than a traditional persona presented above, but the entire process is automated!<\/i><\/b><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Let&#8217;s take a look at a sample persona generated using APG to understand this further:\u00a0<\/span><\/p>\n<figure id=\"attachment_1187\" aria-describedby=\"caption-attachment-1187\" style=\"width: 633px\" class=\"wp-caption aligncenter\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"wp-image-1187 size-full\" src=\"https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/short.png?resize=633%2C394&#038;ssl=1\" alt=\"\" width=\"633\" height=\"394\" srcset=\"https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/short.png?w=633&amp;ssl=1 633w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/short.png?resize=300%2C187&amp;ssl=1 300w\" sizes=\"auto, (max-width: 633px) 100vw, 633px\" \/><figcaption id=\"caption-attachment-1187\" class=\"wp-caption-text\">A sample customer persona generated using APG (Source: <a href=\"https:\/\/www.morganclaypool.com\/doi\/10.2200\/S01072ED1V01Y202101HCI048\">Book on Data-Driven Personas<\/a> which the team at QCRI published)<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">In the above example, APG was able to generate a customer persona for a fictitious person called Mamdouh from the online analytics data for a fictitious organization \u201cX\u201d. Notice the label \u201csentiment for content\u201d on the persona. Depending on whether the sentiment of a customer towards an organization (in this case X) is positive or negative,\u00a0 this feature provides insights into possible pain points, as even loyal customers (like those represented by this persona) can have frustrations with a system, service, or product. Once these pain points are identified, actionable decisions can then be undertaken.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If one were to filter (and feel free to <\/span><a href=\"https:\/\/persona.qcri.org\/\"><span style=\"font-weight: 400;\">contact<\/span><\/a><span style=\"font-weight: 400;\"> the APG team for an actual demonstration of APG on how to do this) the viewed conversations of this individual on social media, we can further nail down why this particular persona is happy\/unhappy with the organization and its product\/service offerings.\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Let me explain another example of a persona generated using APG that is a bit more concrete and actionably tells us the pain points of the persona, Chris. Now, in this example, there is an organization that wants to understand how people perceive their travel content on their social media pages! The persona generated is as follows:\u00a0<\/span><\/p>\n<figure id=\"attachment_1188\" aria-describedby=\"caption-attachment-1188\" style=\"width: 580px\" class=\"wp-caption aligncenter\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-1188\" src=\"https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/rsz_chris.png?resize=580%2C452&#038;ssl=1\" alt=\"\" width=\"580\" height=\"452\" srcset=\"https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/rsz_chris.png?resize=1024%2C798&amp;ssl=1 1024w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/rsz_chris.png?resize=300%2C234&amp;ssl=1 300w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/rsz_chris.png?resize=768%2C599&amp;ssl=1 768w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/rsz_chris.png?resize=1536%2C1197&amp;ssl=1 1536w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/rsz_chris.png?resize=1200%2C935&amp;ssl=1 1200w, https:\/\/i0.wp.com\/persona.qcri.org\/blog\/wp-content\/uploads\/2021\/02\/rsz_chris.png?w=1615&amp;ssl=1 1615w\" sizes=\"auto, (max-width: 580px) 100vw, 580px\" \/><figcaption id=\"caption-attachment-1188\" class=\"wp-caption-text\">A sample persona for an individual Chris to identify his pain points with the \u201cAviation &amp; Travel\u201d content on a social media platform (Book on <a href=\"https:\/\/www.morganclaypool.com\/doi\/10.2200\/S01072ED1V01Y202101HCI048\">Data-Driven Personas<\/a> published by the team at QCRI)<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">In the above example, social media comments from the persona\u2019s most-viewed content are filtered using a specific topic (\u201cAviation &amp; Travel\u201d) and sentiment (negative). Using different combinations of these sentiment and topic filters, people employing the use of APG can investigate the personas\u2019 attitudes and opinions about specific issues. In the background, APG has collected a large number of social media comments, associated them with a given <\/span><span style=\"font-weight: 400;\">persona, and classified each comment for both topic and sentiment.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">We can then explore the pain points of Chris by filtering his most-viewed content\u2019s comments using the topic and sentiment filters. For example, doing so shows that some customers have issues with video translations (\u201cAlways amazes me how inaccurate the translations are on these videos\u201d). Once these pain points have been identified, in this case, they can be fed back to the team developing the aviation and travel-related content so that these can be further looked at, perhaps rewritten and translated properly so that the customers have an overall good customer experience.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">So, in the above example, APG was:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Able to automatically generate a customer persona.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Able to assign a sentiment score for content for the identified persona.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Able to identify concrete and actionable pain points which can then be used to improve product\/service offerings.\u00a0<\/span><\/li>\n<\/ul>\n<h2><b>Key takeaway<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">The bottom line is <\/span><b><i>\u201cPain points are essential in understanding issues which customers are facing with your product or service\u201d<\/i><\/b><span style=\"font-weight: 400;\">.\u00a0 Identifying pain points early on in the design process is crucial in developing customer-centric products and services which have both good UX and acceptability.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">One of the main tools at your disposal to understand customer pain points is to use personas! Thankfully, due to technological developments in the field of machine learning, artificial intelligence, and online analytics, you no longer need to invest time in making these personas manually, a process that is both expensive and time-consuming.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As I have shown in this article, you or your organization can make use of APG to automatically generate data-driven persons which are both feature and content-rich and gives you lots of information about your customers and their pain points. Get cracking!\u00a0<\/span><\/p>\n<h2><b>Would you like to learn more?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">If this article got you intrigued, read our <\/span><a href=\"https:\/\/persona.qcri.org\/persona-research\"><span style=\"font-weight: 400;\">persona analytics research<\/span><\/a><span style=\"font-weight: 400;\"> for more in-depth knowledge on persona development.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this article, I share insights into what are pain points and how can personas &#8212; and more specifically the Automatic Persona Generation (APG) system that was built by our team help identify customer pain points.\u00a0 Expressing customers with pain points as customer personas can contribute to developing better products and services, ultimately leading to [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[2,8,9],"tags":[29,33,92],"class_list":["post-1191","post","type-post","status-publish","format-standard","hentry","category-personas","category-use-of-personas","category-value-of-personas","tag-persona-benefits","tag-personas","tag-ux"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Pain Points and Personas &#8211; 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