{"id":378995,"date":"2024-10-11T16:43:29","date_gmt":"2024-10-11T13:43:29","guid":{"rendered":"https:\/\/timspark.com\/?p=378995"},"modified":"2025-07-16T11:32:23","modified_gmt":"2025-07-16T08:32:23","slug":"testing-techniques-for-mobile-web-ai-apps","status":"publish","type":"post","link":"https:\/\/timspark.com\/pl\/blog\/testing-techniques-for-mobile-web-ai-apps\/","title":{"rendered":"From Bugs to Brilliance: Testing Techniques to Keep Your Mobile, Web, and AI Apps on Point"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Section&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row custom_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;60px||||false|false&#8221; custom_padding_tablet=&#8221;60px||||false|false&#8221; 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_module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;<H1>&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Anek Latin|700|||||||&#8221; header_text_align=&#8221;center&#8221; header_font_size=&#8221;45px&#8221; header_font_tablet=&#8221;Anek Latin|700|||||||&#8221; header_font_phone=&#8221;Anek Latin|700|||||||&#8221; header_font_last_edited=&#8221;on|tablet&#8221; header_font_size_tablet=&#8221;30px&#8221; header_font_size_phone=&#8221;30px&#8221; header_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1 style=\"text-align: center;\">From Bugs to Brilliance: Testing Techniques to Keep Your Mobile, Web, and AI Apps on Point<\/h1>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Header&#8221; _builder_version=&#8221;4.23.4&#8243; width=&#8221;80%&#8221; 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class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/timspark.com\/pl\/blog\/testing-techniques-for-mobile-web-ai-apps\/#Common_types_of_testing_techniques_in_software_development\">Common types of testing techniques in software development<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/timspark.com\/pl\/blog\/testing-techniques-for-mobile-web-ai-apps\/#Functional_tests\">Functional tests<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/timspark.com\/pl\/blog\/testing-techniques-for-mobile-web-ai-apps\/#Non-functional_tests\">Non-functional tests<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/timspark.com\/pl\/blog\/testing-techniques-for-mobile-web-ai-apps\/#Web_app_testing_techniques_checklist\">Web app testing techniques checklist<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/timspark.com\/pl\/blog\/testing-techniques-for-mobile-web-ai-apps\/#Mobile_app_testing_checklist\">Mobile app testing checklist<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/timspark.com\/pl\/blog\/testing-techniques-for-mobile-web-ai-apps\/#AI_testing_checklist\">AI testing checklist<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/timspark.com\/pl\/blog\/testing-techniques-for-mobile-web-ai-apps\/#Computer_vision_components\">Computer vision components<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/timspark.com\/pl\/blog\/testing-techniques-for-mobile-web-ai-apps\/#Speech_recognition_software\">Speech recognition software<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/timspark.com\/pl\/blog\/testing-techniques-for-mobile-web-ai-apps\/#Analysis_and_prediction_systems\">Analysis and prediction systems<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/timspark.com\/pl\/blog\/testing-techniques-for-mobile-web-ai-apps\/#Generative_AI_software\">Generative AI software<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/timspark.com\/pl\/blog\/testing-techniques-for-mobile-web-ai-apps\/#References\">References<\/a><\/li><\/ul><\/nav><\/div>\n[\/et_pb_code][et_pb_text _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|64px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Have you ever wondered how many applications are currently in use worldwide? The fast-paced growth of the market, evolving conditions, and constant release of new software products, along with the decommissioning of old ones across different platforms, make it challenging to tally them all.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Statista reports that the Google Play Store hosts approximately <\/span><a href=\"https:\/\/www.statista.com\/statistics\/266210\/number-of-available-applications-in-the-google-play-store\/\" target=\"_blank\" rel=\"nofollow noopener\"><span style=\"font-weight: 400;\">2.43 million apps<\/span><\/a><span style=\"font-weight: 400;\">, a significant increase from over 1 million in July 2013. Similarly, the Apple App Store offers nearly <\/span><span style=\"font-weight: 400;\">2 million <\/span><span style=\"font-weight: 400;\">ready-to-use software packages. Additionally, global mobile app downloads have consistently risen from 140 billion in 2016 to <\/span><a href=\"https:\/\/www.statista.com\/statistics\/271644\/worldwide-free-and-paid-mobile-app-store-downloads\/\" target=\"_blank\" rel=\"nofollow noopener\"><span style=\"font-weight: 400;\">257 billion in 2023<\/span><\/a><span style=\"font-weight: 400;\">. These figures only account for mobile software; there are also numerous web, desktop, and IoT applications, many of which incorporate AI-powered modules.<\/span><\/p>\n<p><a href=\"https:\/\/www.statista.com\/statistics\/271644\/worldwide-free-and-paid-mobile-app-store-downloads\/\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" style=\"width: 100%; height: auto !important; max-width: 1000px; -ms-interpolation-mode: bicubic;\" src=\"https:\/\/www.statista.com\/graphic\/1\/271644\/worldwide-free-and-paid-mobile-app-store-downloads.jpg\" alt=\"Statistic: Number of mobile app downloads worldwide from 2016 to 2023 (in billions) | Statista\" \/><\/a><br \/>Source: <a href=\"https:\/\/www.statista.com\" rel=\"nofollow noopener\" target=\"_blank\">Statista<\/a><\/p>\n<p><span style=\"font-weight: 400;\">The variety of platforms demands diverse <\/span><a href=\"https:\/\/timspark.com\/blog\/software-quality-assurance\/\"><span style=\"font-weight: 400;\">testing techniques and practices<\/span><\/a><span style=\"font-weight: 400;\">. While some practices apply to all applications, many are tailored to specific types. For instance, web software needs cross-browser and responsive design validation, while mobile apps benefit from usability and resource efficiency testing. AI-powered components require unique methods like algorithm validation and bias detection. Applying testing approaches suited to your software ensures high-quality releases, which is a vital step toward success.<\/span><\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;H2&#8243; module_id=&#8221;1&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||24px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; header_2_font_size_phone=&#8221;30px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Common_types_of_testing_techniques_in_software_development\"><\/span>Common types of <span>testing techniques<\/span> in software development<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Different types of tests<\/span><span style=\"font-weight: 400;\"> can ensure that software meets quality standards. Certain QA practices are universally applicable regardless of whether the application is mobile, web, or AI-powered. The most common tests essential for software development can be roughly divided into two major groups: functional and non-functional tests.<\/span><\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;H3&#8243; module_id=&#8221;1&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||0px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; header_2_font_size_phone=&#8221;30px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Functional_tests\"><\/span>Functional tests<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|12px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Functional <span>testing techniques<\/span> verifies that the software operates as intended. It breaks down into several key types of tests, each serving a unique purpose:<\/span><\/p>\n<p>[\/et_pb_text][et_pb_code admin_label=&#8221;Code (Functional tests)&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; width=&#8221;80%&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; max_width=&#8221;1080px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;||24px||false|false&#8221; custom_margin_tablet=&#8221;||48px||false|false&#8221; custom_margin_phone=&#8221;||48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; border_radii=&#8221;on|24px|24px|24px|24px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<div class=\"wptb-container-legacy\" data-table-id=\"379018\">\n    <table class=\"wptb-preview-table wptb-element-main-table_setting-379018\" style=\"border-spacing: 3px 3px; border: 1px solid rgb(209, 209, 209); \" data-reconstraction=\"1\" data-wptb-cells-width-auto-count=\"2\" data-wptb-horizontal-scroll-status=\"false\" data-wptb-extra-styles=\"LyogRW50ZXIgeW91ciBjdXN0b20gQ1NTIHJ1bGVzIGhlcmUgKi8=\" data-wptb-pro-pagination-top-row-header=\"false\" data-wptb-rows-per-page=\"10\" data-wptb-pro-search-top-row-header=\"false\" data-wptb-searchbar-position=\"left\" role=\"table\" data-wptb-table-alignment=\"center\" data-wptb-table-tds-sum-max-width=\"262.40000000000003\" data-wptb-header-background-color=\"#F8E71C59\" ><tbody data-global-font-color=\"#000000\" data-global-link-color=\"#000000\" data-global-font-size=\"15\" ><tr  class=\"wptb-row \" style=\"background-color: rgba(248, 231, 28, 0.35); \"><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"0\" data-x-index=\"0\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-597\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p><strong>Test type<\/strong><\/p><\/div><\/div><\/td><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"0\" data-x-index=\"1\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-598\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p class=\"\"><strong>Description<\/strong><\/p><\/div><\/div><\/td><\/tr><tr  class=\"wptb-row \" style=\"\"><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"1\" data-x-index=\"0\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-599\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>Positive<\/p><\/div><\/div><\/td><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"1\" data-x-index=\"1\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-600\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>QA engineers use valid input parameters to ensure the app works as expected.<\/p><\/div><\/div><\/td><\/tr><tr  class=\"wptb-row \" style=\"\"><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"2\" data-x-index=\"0\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-601\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>Negative<\/p><\/div><\/div><\/td><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"2\" data-x-index=\"1\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-602\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>The team applies incorrect input data to verify that the software can process it and respond appropriately.<\/p><\/div><\/div><\/td><\/tr><tr  class=\"wptb-row \" style=\"\"><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"3\" data-x-index=\"0\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-603\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>Boundary<\/p><\/div><\/div><\/td><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"3\" data-x-index=\"1\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-604\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>It validates that the application can handle edge cases properly and tests the application's resilience.<\/p><\/div><\/div><\/td><\/tr><\/tbody><\/table>\n<\/div>\n[\/et_pb_code][et_pb_text admin_label=&#8221;H3&#8243; module_id=&#8221;1&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||24px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; header_2_font_size_phone=&#8221;30px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Non-functional_tests\"><\/span>Non-functional tests<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|12px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Non-functional testing techniques evaluate the software\u2019s performance in the following key areas:<\/span><\/p>\n<p>[\/et_pb_text][et_pb_code admin_label=&#8221;Code (Non-functional tests)&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; width=&#8221;80%&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; max_width=&#8221;1080px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;||24px||false|false&#8221; custom_margin_tablet=&#8221;||30px||false|false&#8221; custom_margin_phone=&#8221;||48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; border_radii=&#8221;on|24px|24px|24px|24px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<div class=\"wptb-container-legacy\" data-table-id=\"379026\">\n    <table class=\"wptb-preview-table wptb-element-main-table_setting-379026\" style=\"border-spacing: 3px 3px; border: 1px solid rgb(209, 209, 209); \" data-reconstraction=\"1\" data-wptb-cells-width-auto-count=\"2\" data-wptb-horizontal-scroll-status=\"false\" data-wptb-extra-styles=\"LyogRW50ZXIgeW91ciBjdXN0b20gQ1NTIHJ1bGVzIGhlcmUgKi8=\" data-wptb-pro-pagination-top-row-header=\"false\" data-wptb-rows-per-page=\"10\" data-wptb-pro-search-top-row-header=\"false\" data-wptb-searchbar-position=\"left\" role=\"table\" data-wptb-table-alignment=\"center\" data-wptb-table-tds-sum-max-width=\"262.40000000000003\" data-wptb-header-background-color=\"#F8E71C59\" ><tbody data-global-font-color=\"#000000\" data-global-link-color=\"#000000\" data-global-font-size=\"15\" ><tr  class=\"wptb-row \" style=\"background-color: rgba(248, 231, 28, 0.35); \"><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"0\" data-x-index=\"0\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-597\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p><strong>Area<\/strong><\/p><\/div><\/div><\/td><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"0\" data-x-index=\"1\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-598\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p><strong>Test description<\/strong><\/p><\/div><\/div><\/td><\/tr><tr  class=\"wptb-row \" style=\"\"><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"1\" data-x-index=\"0\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-599\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>Internationalization and localization<\/p><\/div><\/div><\/td><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"1\" data-x-index=\"1\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-600\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>Internationalization prepares your software to adapt seamlessly to various languages and regions without requiring engineering changes. Localization goes a step further verifying functionality in specific locales, focusing on language, currency, and cultural nuances. It is especially important when the app needs to support both left-to-right (LTR) and right-to-left (RTL) languages, ensuring consistent UI and functionality.<\/p><\/div><\/div><\/td><\/tr><tr  class=\"wptb-row \" style=\"\"><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"2\" data-x-index=\"0\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-601\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>Application content<\/p><\/div><\/div><\/td><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"2\" data-x-index=\"1\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-602\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>This type of testing verifies the quality of content in the application by checking the consistency of text, images, and multimedia elements. It often goes hand in hand with localization testing to ensure that content is accurately translated and culturally adapted for different regions, maintaining its relevance and precision in each locale.<\/p><\/div><\/div><\/td><\/tr><tr  class=\"wptb-row \" style=\"\"><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"3\" data-x-index=\"0\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-603\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>Usability<\/p><\/div><\/div><\/td><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"3\" data-x-index=\"1\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-604\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>Evaluating the ergonomics of a user interface to ensure it is intuitive and not overloaded with unnecessary steps or actions. This type of testing is highly subjective and is therefore ideally conducted with real end-users. However, due to practical constraints, it is often beneficial to involve an experienced external QA team, which can provide valuable insights into user experience (UX).<\/p><\/div><\/div><\/td><\/tr><tr  class=\"wptb-row \" style=\"\"><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"4\" data-x-index=\"0\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-605\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>Accessibility<\/p><\/div><\/div><\/td><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"4\" data-x-index=\"1\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-606\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>Checking the application's accessibility for users with disabilities and ensuring compliance with standards such as <a data-mce-href=\"https:\/\/www.w3.org\/TR\/WCAG21\/\" href=\"https:\/\/www.w3.org\/TR\/WCAG21\/\" target=\"_blank\" rel=\"noopener\">WCAG<\/a> and <a data-mce-href=\"https:\/\/www.ada.gov\/topics\/intro-to-ada\/\" href=\"https:\/\/www.ada.gov\/topics\/intro-to-ada\/\" data-mce-selected=\"inline-boundary\" target=\"_blank\" rel=\"noopener\">ADA<\/a>. This includes checking features like screen reader compatibility, keyboard navigation, and color contrast.<\/p><\/div><\/div><\/td><\/tr><tr  class=\"wptb-row \" style=\"\"><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"5\" data-x-index=\"0\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-607\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>Security<\/p><\/div><\/div><\/td><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"5\" data-x-index=\"1\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-608\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>Includes assessing the application for vulnerabilities and potential threats. This means checking for security flaws such as SQL injection, cross-site scripting (XSS), and other <a data-mce-href=\"https:\/\/timspark.com\/blog\/api-security-management-best-practices\/\" href=\"https:\/\/timspark.com\/blog\/api-security-management-best-practices\/\" data-mce-selected=\"inline-boundary\">common security issues<\/a>.<\/p><\/div><\/div><\/td><\/tr><tr  class=\"wptb-row \" style=\"\"><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"6\" data-x-index=\"0\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-609\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>Performance<\/p><\/div><\/div><\/td><td class=\"wptb-cell \" style=\"border: 1px solid rgb(209, 209, 209); \" data-y-index=\"6\" data-x-index=\"1\" data-wptb-css-td-auto-width=\"true\" data-wptb-cell-vertical-alignment=\"center\" ><div class=\"wptb-text-container wptb-ph-element wptb-element-text-610\" style=\"color: rgb(0, 0, 0); font-size: 15px; \"><div style=\"position: relative;\"><p>Evaluating how the application performs under various conditions, including:<\/p><p><br data-mce-bogus=\"1\"><\/p><p>&nbsp;- Load testing: measures the application's ability to handle a specific number of users or transactions.<br>- Stress testing: assesses the application's reliability under extreme conditions or excessive load.<br>- Scalability testing: determines how effectively the application scales to meet increased demand.<\/p><\/div><\/div><\/td><\/tr><\/tbody><\/table>\n<\/div>\n[\/et_pb_code][et_pb_text admin_label=&#8221;H2&#8243; module_id=&#8221;1&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; 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custom_margin=&#8221;||48px||false|false&#8221; custom_margin_tablet=&#8221;||64px||false|false&#8221; custom_margin_phone=&#8221;||48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; border_radii=&#8221;on|12px|12px|12px|12px&#8221; border_width_all=&#8221;1px&#8221; border_color_all=&#8221;#eaeaea&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|24px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">In <\/span><span style=\"font-weight: 400;\">web application testing, <\/span><span style=\"font-weight: 400;\">it&#8217;s paramount to go beyond standard testing practices and focus on the following key aspects:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cross-browser and cross-platform <span>testing techniques<\/span><\/b><span style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">: Verify that the web application functions correctly across different browsers (e.g., Chrome, Firefox, Safari, Edge) and under different operating systems in the same browser, such as Chrome on Windows and Chrome on Linux, as rendering and behavior might vary slightly between platforms.<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Well-formed links: <\/b><span style=\"font-weight: 400;\">Ensure that all hyperlinks in the web application are correctly formatted and lead to the appropriate pages and that every page has a clear, well-defined link. This includes checking navigation links, form submissions, and external links.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Page load<\/b><span style=\"font-weight: 400;\">: Ensure <\/span><span style=\"font-weight: 400;\">testing web<\/span><span style=\"font-weight: 400;\"> page load times, including the rendering of images and video streaming. Additionally, it\u2019s essential to evaluate the application\u2019s performance under various network conditions to ensure it remains responsive and efficient.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Paging or lazy loading functionality<\/b><span style=\"font-weight: 400;\">: These features are commonly used in web applications to manage long lists, tables, or grids. The QA team verifies that paging, infinite scrolling, or similar functionalities work correctly without causing performance issues, ensuring smooth navigation through the data.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Responsive design testing<\/b><span style=\"font-weight: 400;\">: Evaluate how the web application adjusts to different screen sizes and orientations. This ensures that the user interface remains usable and visually appealing across a range of devices, including desktops, tablets, and smartphones.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Pixel-perfect testing<\/b><span style=\"font-weight: 400;\">:\u00a0 Conduct a <\/span><span style=\"font-weight: 400;\">web application test<\/span><span style=\"font-weight: 400;\"> that ensures the implemented design aligns perfectly with the provided mockups\u2014down to the pixel.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Progressive web app (PWA) specifics<\/b><span style=\"font-weight: 400;\">: Test <\/span><a href=\"https:\/\/timspark.com\/blog\/web-apps-vs-native-apps\/\"><span style=\"font-weight: 400;\">PWA functionality<\/span><\/a><span style=\"font-weight: 400;\"> to ensure a reliable experience even without an internet connection. This includes verifying that offline mode supports core features and enables data synchronization once the app is back online.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Device permissions testing<\/b><span style=\"font-weight: 400;\">: Evaluate how the application handles device permissions, such as access to the camera, microphone, location, and other sensors. This involves ensuring that permissions are requested and managed correctly and that users receive appropriate notifications.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Synchronous and asynchronous calls<\/b><span style=\"font-weight: 400;\">: <\/span><span style=\"font-weight: 400;\">Testing web applications<\/span><span style=\"font-weight: 400;\"> involves ensuring that the application correctly manages both synchronous and asynchronous calls. It is crucial to verify that rapid user interactions, such as multiple clicks, do not cause server responses to be processed out of order.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Update delivery and page caching<\/b>: Confirm that web page updates are applied correctly and that cached data does not serve outdated content.<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;H2&#8243; module_id=&#8221;1&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||48px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; header_2_font_size_phone=&#8221;30px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Mobile_app_testing_checklist\"><\/span>Mobile app testing checklist<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_image src=&#8221;https:\/\/timspark.com\/wp-content\/uploads\/2024\/10\/Mobile-app-testing-checklist.webp&#8221; alt=&#8221;Testing techniques&#8221; title_text=&#8221;Testing techniques&#8221; show_in_lightbox=&#8221;on&#8221; admin_label=&#8221;Image (Mobile app testing checklist)&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; width=&#8221;80%&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; max_width=&#8221;1080px&#8221; module_alignment=&#8221;center&#8221; display_conditions=&#8221;W3siaWQiOiI3YmEzNDE2MS00ZTUyLTQ1N2EtYjNlOS03YmNjZDE5NDRlYzIiLCJjb25kaXRpb24iOiJjb29raWUiLCJjb25kaXRpb25TZXR0aW5ncyI6eyJkaXNwbGF5UnVsZSI6ImNvb2tpZUV4aXN0cyIsImNvb2tpZU5hbWUiOiJ0aW1zcGFya1N1YnNjcmlwdGlvbiIsImNvb2tpZVZhbHVlIjoiQ29va2llIFZhbHVlIiwiYWRtaW5MYWJlbCI6IkNvb2tpZSIsImVuYWJsZUNvbmRpdGlvbiI6Im9uIn0sIm9wZXJhdG9yIjoiT1IifV0=&#8221; custom_margin=&#8221;||48px||false|false&#8221; custom_margin_tablet=&#8221;||64px||false|false&#8221; custom_margin_phone=&#8221;||48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; border_radii=&#8221;on|12px|12px|12px|12px&#8221; border_width_all=&#8221;1px&#8221; border_color_all=&#8221;#eaeaea&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Mobile application testing<\/span><span style=\"font-weight: 400;\"> comes with its own set of unique challenges due to the diverse range of devices, including smartphones and tablets, on which these apps run. To ensure top-notch performance and usability, various targeted tests are conducted, including:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cross-device:<\/b><span style=\"font-weight: 400;\"> Ensure the app performs consistently across <\/span><a href=\"https:\/\/timspark.com\/blog\/cross-platform-development-challenges\/\"><span style=\"font-weight: 400;\">different devices and operating systems<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Layout:<\/b><span style=\"font-weight: 400;\"> Verify the app&#8217;s layout in both portrait and landscape modes. This type of testing is particularly important when the same app is developed for both smartphones and tablets. The larger screen of a tablet can contain more elements, which results in different layouts and workflows than on smartphones.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Resource consumption:<\/b><span style=\"font-weight: 400;\">\u00a0 Monitor the impact of software on battery life, CPU, storage, and memory usage. This is closely related to <\/span><span style=\"font-weight: 400;\">mobile app performance testing<\/span><span style=\"font-weight: 400;\"> and includes checking for memory leaks, which can lead to an application being rejected by the Apple Store or Google Play.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Internet traffic consumption:<\/b><span style=\"font-weight: 400;\"> Assess how the app uses mobile data and its behavior on unstable WiFi connections.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Background operation:<\/b><span style=\"font-weight: 400;\"> Conduct <\/span><span style=\"font-weight: 400;\">mobile testing<\/span><span style=\"font-weight: 400;\"> to ensure the app remains functional while running in the background.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Offline functionality:<\/b><span style=\"font-weight: 400;\"> Test the app&#8217;s ability to operate without an internet connection.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Permissions:<\/b><span style=\"font-weight: 400;\"> Check the ability to get access to essential device features such as storage, calls, messages, microphone, camera, location, various sensors, and others.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Interaction with other applications: <\/b><span style=\"font-weight: 400;\">Ensure proper handling of data exchange with external applications such as Google Maps, messengers, calendars, etc.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Stress testing:<\/b><span style=\"font-weight: 400;\"> Evaluate the app&#8217;s behavior during unusual situations, such as toggling internet connectivity, switching to another app, activating airplane mode, or powering the device on and off.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Interruption testing:<\/b><span style=\"font-weight: 400;\"> This is a subset of stress testing. Conduct it to examine how a running app behaves during interruptions, such as incoming calls, messages, battery chargers, and OS updates.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Payment mobile systems:<\/b><span style=\"font-weight: 400;\"> Verify payment functionalities using services like Google Pay or Apple Pay.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Update delivery:<\/b><span> Assess the process of delivering updates to the app, ensuring the update does not destroy user data.<\/span><\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">These <\/span><span style=\"font-weight: 400;\">mobile application testing services<\/span><span style=\"font-weight: 400;\"> are essential for delivering a seamless and reliable user experience, addressing the diverse scenarios that apps may encounter. Special attention should be given to performance, as a slow or resource-intensive application may lead end users to uninstall it.<\/span><\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;H2&#8243; module_id=&#8221;1&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||48px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; header_2_font_size_phone=&#8221;30px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"AI_testing_checklist\"><\/span>AI testing checklist<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_image src=&#8221;https:\/\/timspark.com\/wp-content\/uploads\/2024\/10\/Mobile-app-testing-checklist-1.webp&#8221; alt=&#8221;Testing techniques&#8221; title_text=&#8221;Testing techniques&#8221; show_in_lightbox=&#8221;on&#8221; admin_label=&#8221;Image (AI app testing checklist)&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; width=&#8221;80%&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; max_width=&#8221;1080px&#8221; module_alignment=&#8221;center&#8221; display_conditions=&#8221;W3siaWQiOiI0YWRkYjdjMi1hZTFmLTRlNDItYjQ1MC02ZGVjMGVlYTcwZjUiLCJjb25kaXRpb24iOiJjb29raWUiLCJjb25kaXRpb25TZXR0aW5ncyI6eyJkaXNwbGF5UnVsZSI6ImNvb2tpZUV4aXN0cyIsImNvb2tpZU5hbWUiOiJ0aW1zcGFya1N1YnNjcmlwdGlvbiIsImNvb2tpZVZhbHVlIjoiQ29va2llIFZhbHVlIiwiYWRtaW5MYWJlbCI6IkNvb2tpZSIsImVuYWJsZUNvbmRpdGlvbiI6Im9uIn0sIm9wZXJhdG9yIjoiT1IifV0=&#8221; custom_margin=&#8221;||48px||false|false&#8221; custom_margin_tablet=&#8221;||64px||false|false&#8221; custom_margin_phone=&#8221;||48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; border_radii=&#8221;on|12px|12px|12px|12px&#8221; border_width_all=&#8221;1px&#8221; border_color_all=&#8221;#eaeaea&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Testing<\/span><span style=\"font-weight: 400;\"> AI-driven systems presents distinct complexities and requires specialized <\/span><span style=\"font-weight: 400;\">techniques<\/span><span style=\"font-weight: 400;\">. Depending on the purpose of the software, <\/span><span style=\"font-weight: 400;\">different types of tests<\/span><span style=\"font-weight: 400;\"> may be employed.<\/span><\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;H3&#8243; module_id=&#8221;1&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||24px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; header_2_font_size_phone=&#8221;30px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Computer_vision_components\"><\/span>Computer vision components<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Such AI software goes beyond facial or fingerprint recognition; it\u2019s also revolutionizing healthcare by analyzing X-rays, MRI scans, and other medical imaging. It plays a crucial role in monitoring patient vitals and diagnosing conditions. To ensure quality in these systems, consider the following QA practices:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data quality<\/b><span style=\"font-weight: 400;\">: Verify the use of high-quality, diverse datasets for training and evaluating algorithms. This involves checking that images encompass a wide range of conditions, angles, and scenarios.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Object detection and classification<\/b><span style=\"font-weight: 400;\">: Assess the software\u2019s capability to accurately detect and classify objects in various environments and conditions.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Image segmentation<\/b><span style=\"font-weight: 400;\">: Evaluate how effectively the system divides images into segments and accurately identifies and separates objects in complex scenes.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Edge case<\/b>: Test the AI-model with unusual or rare scenarios to assess its robustness and reliability.<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;H3&#8243; module_id=&#8221;1&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||24px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; header_2_font_size_phone=&#8221;30px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Speech_recognition_software\"><\/span>Speech recognition software<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">These applications convert spoken language into text and interpret voice commands. The following practices are essential for <\/span><span style=\"font-weight: 400;\">AI testing<\/span><span style=\"font-weight: 400;\">:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Audio quality assurance:<\/b><span style=\"font-weight: 400;\"> Utilize multifaceted audio collections that encompass various accents, dialects, and background noises to ensure comprehensive testing.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Speech-to-text accuracy:<\/b><span style=\"font-weight: 400;\"> Assess the system\u2019s performance in accurately transcribing spoken language into text across different speaking styles and environments.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Voice command tests:<\/b><span style=\"font-weight: 400;\"> Evaluate the system\u2019s responsiveness and precision in interpreting and executing voice commands.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Speaker identification:<\/b> Verify the system\u2019s ability to accurately recognize and distinguish between different speakers.<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;H3&#8243; module_id=&#8221;1&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||24px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; header_2_font_size_phone=&#8221;30px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Analysis_and_prediction_systems\"><\/span>Analysis and prediction systems<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">AI has proven its usefulness in analysis and prediction, processing data to identify patterns and make forecasts or recommendations. The following QA practices are crucial:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data integrity:<\/b><span style=\"font-weight: 400;\"> Ensure the quality and accuracy of input data to maintain reliable predictions.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Predictive accuracy:<\/b><span style=\"font-weight: 400;\"> Assess the system&#8217;s ability to make accurate predictions using both historical and new, unseen data.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Model performance monitoring:<\/b><span style=\"font-weight: 400;\"> Continuously track the system&#8217;s performance over time to ensure it adapts to new data without degradation.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Scenario testing:<\/b> Evaluate the system&#8217;s decision-making capabilities across various hypothetical scenarios.<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;H3&#8243; module_id=&#8221;1&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||24px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; header_2_font_size_phone=&#8221;30px&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Generative_AI_software\"><\/span>Generative AI software<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Text&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#000000&#8243; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|12px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">This is the most popular category of AI-driven systems due to its user-friendliness. Generative AI creates not only text but also images, videos, music, art, speech, and voice. Given the widespread adoption of this technology, thorough testing is essential for ensuring its effectiveness and reliability. It covers:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Content quality:<\/b><span style=\"font-weight: 400;\"> Assess the quality, coherence, and relevance of the generated content, whether it is text, images, or music.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Bias and fairness tests:<\/b><span style=\"font-weight: 400;\"> Ensure the generated content is free from biases and adheres to ethical standards.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Creativity and originality: <\/b><span style=\"font-weight: 400;\">Determine the model&#8217;s capacity for generating unique and innovative content, setting it apart from existing works.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>User interaction: <\/b><span style=\"font-weight: 400;\">\u00a0Check how the generated content is received and interpreted by users, ensuring it meets user expectations and requirements.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Hallucination tests:<\/b> Evaluate the model\u2019s tendency to generate plausible but incorrect or nonsensical information. 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global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text admin_label=&#8221;H2&#8243; module_id=&#8221;1&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; header_2_font_size_phone=&#8221;30px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"References\"><\/span>References<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;8&#8243; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|24px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|32px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.statista.com\/statistics\/266210\/number-of-available-applications-in-the-google-play-store\/\" target=\"_blank\" rel=\"nofollow noopener\">Number of available applications in the Google Play Store from December 2009 to December 2023<\/a>. Statista, 2024\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.apple.com\/app-store\/\" target=\"_blank\" rel=\"nofollow noopener\">App Store. Apple Inc.<\/a>, 2024.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.statista.com\/statistics\/271644\/worldwide-free-and-paid-mobile-app-store-downloads\/\" target=\"_blank\" rel=\"nofollow noopener\">Number of mobile app downloads worldwide from 2016 to 2023.<\/a> Statista, 2024\u00a0<\/li>\n<\/ol>\n<p>[\/et_pb_text][dsm_social_share_buttons dsm_alignment=&#8221;left&#8221; dsm_social_hover_animation=&#8221;dsm-grow&#8221; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Fira Sans||||||||&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;65%&#8221; width_last_edited=&#8221;on|desktop&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_margin_tablet=&#8221;0px||||false|false&#8221; custom_margin_phone=&#8221;0px||||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;0px||0px||true|false&#8221; custom_padding_tablet=&#8221;0px||0px||true|false&#8221; custom_padding_phone=&#8221;0px||0px||true|false&#8221; custom_padding_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][dsm_social_share_buttons_child dsm_network=&#8221;twitter&#8221; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; border_radii=&#8221;on|40px|40px|40px|40px&#8221; global_colors_info=&#8221;{}&#8221; dsm_view=&#8221;icon_text&#8221; dsm_label=&#8221;on&#8221; dsm_social_hover_animation=&#8221;dsm-grow&#8221;][\/dsm_social_share_buttons_child][dsm_social_share_buttons_child dsm_network=&#8221;linkedin&#8221; _builder_version=&#8221;4.20.4&#8243; _module_preset=&#8221;default&#8221; border_radii=&#8221;on|40px|40px|40px|40px&#8221; global_colors_info=&#8221;{}&#8221; dsm_view=&#8221;icon_text&#8221; dsm_label=&#8221;on&#8221; dsm_social_hover_animation=&#8221;dsm-grow&#8221;][\/dsm_social_share_buttons_child][dsm_social_share_buttons_child dsm_network=&#8221;email&#8221; dsm_color_type=&#8221;custom&#8221; dsm_custom_bg_color=&#8221;#ffec43&#8243; dsm_custom_color=&#8221;#13151d&#8221; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; border_radii=&#8221;on|40px|40px|40px|40px&#8221; global_colors_info=&#8221;{}&#8221; dsm_view=&#8221;icon_text&#8221; dsm_label=&#8221;on&#8221; dsm_social_hover_animation=&#8221;dsm-grow&#8221;][\/dsm_social_share_buttons_child][dsm_social_share_buttons_child dsm_network=&#8221;print&#8221; dsm_color_type=&#8221;custom&#8221; dsm_custom_bg_color=&#8221;#464560&#8243; dsm_custom_color=&#8221;#ffffff&#8221; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; border_radii=&#8221;on|40px|40px|40px|40px&#8221; global_colors_info=&#8221;{}&#8221; dsm_view=&#8221;icon_text&#8221; dsm_label=&#8221;on&#8221; dsm_social_hover_animation=&#8221;dsm-grow&#8221;][\/dsm_social_share_buttons_child][\/dsm_social_share_buttons][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Learn how the right testing\u2014whether it\u2019s cross-browser validation, usability checks, or AI algorithm accuracy\u2014ensures your software meets the highest standards for success.<\/p>","protected":false},"author":231502753,"featured_media":379092,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","content-type":"","footnotes":""},"categories":[805628,805773],"tags":[],"class_list":["post-378995","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-software-testing"],"_links":{"self":[{"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/posts\/378995","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/users\/231502753"}],"replies":[{"embeddable":true,"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/comments?post=378995"}],"version-history":[{"count":1,"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/posts\/378995\/revisions"}],"predecessor-version":[{"id":384360,"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/posts\/378995\/revisions\/384360"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/media\/379092"}],"wp:attachment":[{"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/media?parent=378995"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/categories?post=378995"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/timspark.com\/pl\/wp-json\/wp\/v2\/tags?post=378995"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}