{"id":7752,"date":"2022-09-05T12:15:59","date_gmt":"2022-09-05T12:15:59","guid":{"rendered":"https:\/\/www.hashmicro.com\/blog\/?p=7752"},"modified":"2025-05-14T06:44:07","modified_gmt":"2025-05-14T06:44:07","slug":"chatbot-advantages-in-digital-business","status":"publish","type":"post","link":"https:\/\/www.hashmicro.com\/blog\/chatbot-advantages-in-digital-business\/","title":{"rendered":"Chatbot Advantages to Increase Customer Satisfaction in Digital Business"},"content":{"rendered":"\r\n<p>For businesses, especially in the digital realm, a chatbot is one of the most important professional services to use. Chatbots are something that every business should use as they can make the job easier, especially in providing quick responses to customer messages.<\/p>\r\n<p>Indeed, chatbots still cannot fully replace humans. However, chatbots can fill the limited human service capacity to manage <a href=\"https:\/\/www.hashmicro.com\/sales-leads-management\">customer relationship management<\/a> optimally.\u00a0According to <a href=\"https:\/\/landbot.io\/blog\/chatbot-statistics-compilation#section-2\">Landbot<\/a>, the chatbot industry has been growing steadily even before the pandemic.<\/p>\r\n<p>However, the crisis provided a significant impetus for adopting this technology. In 2020, the chatbot market was worth $17.17 billion and could reach $102.29 billion by 2026, recording a compound annual growth rate (CAGR) of 34.75% in the forecast period 2021 &#8211; 2026.<\/p>\r\n\r\n\r\n\r\n<p><a href=\"https:\/\/www.hashmicro.com\/free-product-tour\/?medium=free-product-tour\" target=\"_blank\"><img decoding=\"async\" loading=\"lazy\" width=\"712\" src=\"https:\/\/www.hashmicro.com\/blog\/wp-content\/uploads\/2025\/11\/Free-Product-Tour-resized.webp\" alt=\"Free Demo\"><\/a> <!-- <div id=\"toc_group_article\" style=''>\r\n\t<p style='font-size:25px;font-weight:bold; margin-bottom:0px'>\r\n\t\tTable of Content:\r\n\t<\/p>\r\n\t<ul id=\"list_toc\" class='list_toc'><\/ul>\r\n<\/div> -->\r\n\r\n<!-- <div class=\"dropdown-fixed-top\" id=\"dropdown-fixed-top\">\r\n\t<div class=\"row\">\r\n\t\t<p id=\"pilihDaftarIsi\">Table of Content<\/p>\r\n\t\t<p><i class=\"td-icon-menu-down\"><\/i><\/p>\r\n\t<\/div>\r\n\t\r\n\t<div>\r\n\t\t<ul id=\"list_toc_top\" class='list_toc'><\/ul>\r\n\t<\/div>\r\n<\/div> -->\r\n\r\n<div id=\"placeholder-toc\"><\/div>\r\n<div id=\"toc\">\r\n    <div class=\"header\">\r\n\t<span class=\"toc-title\" id=\"toc-title\">Table of Content<\/span>\t\r\n\t <i class=\"toc-icon\">\r\n        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"30\" height=\"30\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"#000\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" class=\"header-icon\">\r\n          <path d=\"m6 9 6 6 6-6\" \/>\r\n        <\/svg>\r\n      <\/i>\r\n\t<\/div>\r\n    <div class=\"list\">\r\n      <ul id=\"toc-list\"><\/ul>\r\n    <\/div>\r\n <\/div>\r\n\r\n<style>\r\n\t@media (max-width: 992px) {\r\n\t\t#toc_group_article {\r\n\t\t\tpadding-top: 24px;\r\n\t\t}\r\n\t}\r\n\t\r\n\t#list_toc_float {\r\n\t\tmax-height: calc(100vh - 250px);\r\n\t\toverflow-y: auto;\r\n\t}\r\n\t\r\n\t#list_toc_top {\r\n\t\tdisplay: none;\r\n\t\tbackground: #fff;\r\n\t\tmargin-bottom: 4px;\r\n\t}\r\n\t\r\n\t#list_toc_top li {\r\n\t\tdisplay: block;\r\n\t\tmargin-left: 0;\r\n\t\tlist-style: none;\r\n\t}\r\n\t\r\n\t#list_toc_top a {\r\n\t\tpadding: 5px;\r\n\t\tdisplay: block;\r\n\t}\r\n\t\r\n\t#list_toc_top.show {\r\n\t\tdisplay: block;\r\n\t}\r\n\r\n\t#list_toc_top a {\r\n\t\tcolor: #434343;\r\n\t\tborder-bottom: 1px solid #bbb;\r\n\t}\r\n\t\r\n\t.dropdown-fixed-top {\r\n\t\tposition: fixed;\r\n\t\ttop: 59px;\r\n\t\twidth: 100%;\r\n\t\tz-index: 99;\r\n\t\tborder-bottom: 2px solid #9c171e;\r\n\t\tpadding: 12px;\r\n\t\tbackground: #fff;\r\n\t\twidth: 100%;\r\n\t\tcursor: pointer;\r\n\t\tdisplay: none;\r\n\t\tleft: 0;\r\n\t\tbox-shadow: 0 -2px 7px 6px rgba(0, 0, 0, 0.17);\r\n\t}\r\n\t\r\n\t#dropdown-fixed-top.show {\r\n\t\tanimation: showAnim 0.5s ease;\r\n\t\tdisplay: block;\r\n\t\topacity: 1;\r\n\t}\r\n\t\r\n\t@keyframes showAnim {\r\n\t\tfrom {\r\n\t\t\tdisplay: none;\r\n\t\t\topacity: 0;\r\n\t\t}\r\n\t\tto {\r\n\t\t\tdisplay: block;\r\n\t\t\topacity: 1;\r\n\t\t}\r\n\t}\r\n\t\r\n\t.dropdown-fixed-top #list_toc_top {\r\n\t\tmax-height: calc(50vh - 110px);\r\n\t\toverflow-y: scroll;\r\n\t}\r\n\t\r\n\t.dropdown-fixed-top .row {\r\n\t\tdisplay: flex;\r\n\t\tjustify-content: space-between\r\n\t}\r\n\t\r\n\t.dropdown-fixed-top .row p {\r\n\t\tmargin-bottom: 0;\r\n\t}\r\n\t\r\n\t#pilihDaftarIsi {\r\n\t\tmax-width: 100%;\r\n\t\toverflow: hidden;\r\n\t\twhite-space: nowrap;\r\n\t}\r\n\t\r\n\t@media (min-width: 1018px) {\r\n\t\t.dropdown-fixed-top {\r\n\t\t\tdisplay: none;\r\n\t\t}\r\n\t}\r\n\t\r\n\t#list_toc li {margin-bottom: 0;margin-top: 5px;}\r\n\t#list_toc > li > ul {padding-left: 20px;margin-bottom: 0;}\r\n\t#list_toc{height:max-content;transition:ease-in-out}\r\n\t#list_toc li {margin-bottom: 0;margin-top: 5px;}\r\n\t#list_toc_float li.active > a {color:#b1252d;background: #ffe1e3;}\r\n\t#list_toc_top li.active > a {color:#b1252d;background: #ffe1e3;}\r\n\t#list_toc_float li a {padding:3px 7px}\r\n\t#list_toc_float li a {\r\n\t\tdisplay: block;\r\n\t\tcolor: #000;\r\n\t\tmargin-bottom: 6px;\r\n\t\tpadding-top: 2px;\r\n\t\tpadding-bottom: 2px;\r\n\t\ttransition: all 0.2s ease-in-out;\r\n\t\tfont-size: 15px;\r\n\t\tline-height: 18px;\r\n\t}\r\n\t#list_toc_float li{list-style:none;list-style-position:inside; margin-left:0;}\r\n\t#list_toc_float a:hover{color:#b1252d;}\r\n\t\r\n\t#toc_group_float{\r\n\t\tline-height: 24px;\r\n\t\tmax-height: calc(100vh - 100px);\r\n\t\toverflow: auto;\r\n\t\tz-index: 99;\r\n\t\tdisplay:none!important;\r\n\t\tbackground:#fff;\r\n\t\ttransition:all 0.5s linear\r\n\t}\r\n\t\r\n\t@media (min-width:1019px){\r\n\t\t#toc_group_float {\r\n\t\t\tdisplay:block!important;\r\n\t\t\t}\r\n\t\t\t\t#toc_group_article {\r\n\t\t\tdisplay:none;\r\n\t\t}\r\n\t}\r\n\r\n<\/style>\r\n\r\n<!-- ToC styling  -->\r\n<style>\r\n\t\/* Simple styling for the TOC *\/\r\n\t\r\n\t#toc ul li:last-child {\r\n    padding-bottom: 16px; \/* Adjust the value as needed *\/\r\n}\r\n\r\n.td-fix-index {\r\n\t transform: unset !important;\r\n     -webkit-transform: unset !important; \r\n}\r\n.footer-contact .td-fix-index {\r\n\t transform: translateZ(0) !important;\r\n     -webkit-transform: translateZ(0) !important; \r\n}\r\n\t.tdb_single_content .tdb-block-inner.td-fix-index{\r\n\t\tposition: static;\r\n\t}\r\n\t\r\n\r\n\t\r\n#toc {\r\n  background-color: #FFF;\r\n\tpadding: 17px 24px 0px 24px !important;\r\n  margin-bottom: 20px;\r\n\/*   border: 1px solid #9C171E; *\/\r\n  border-radius: 6px;\r\n\tdisplay: none;\r\n  max-width: 100%;\r\n  transition: .4s ease height;\r\n\tmargin-left: 0;\r\n\toverflow: hidden;\r\n}\r\n\r\n#toc .header{\r\n  display: flex;\r\n  align-items: center;\r\n  justify-content: space-between;\r\n\tbackground-color: transparent;\r\n}\r\n\t\r\n\t#toc.sticky .header{\r\n\t\tpadding: 4px 0;\r\n\t}\r\n\t\r\n.header p{\r\n  font-size: 18px !important;\r\n  font-weight: 600 !important;\r\n  color: #393939;\r\n   margin-bottom: 0;\r\n  \/* margin-top: 20px; *\/\r\n}\r\n\r\n.toc-icon{\r\n  float: right;\r\n\/*   visibility: hidden; *\/\r\n}\r\n\r\n\t.toc-title{\r\n\t\tmargin-right: auto;\r\n\/* \t\tpadding-left: 20px; *\/\r\n\t\tfont-weight: 600;\r\n\t\talign-self: center;\t}\t\r\n\r\n#toc ul {\r\n  list-style-type: none;\r\n  padding-left: 0;\r\n}\r\n\t\r\n#toc.sticky ul{\r\n\toverflow-y: auto;\r\n\tmax-height: 250px;\r\n\tmargin-top: 0px;\r\n\tpadding-top: 20px;\r\n\/* \tborder-top: 1px solid #d3d3d3; *\/\r\n}\r\n\t\r\n#toc ul li {\r\n\/*   margin-bottom: 10px; *\/\r\n  margin-bottom: 10px;\r\n\tmargin-left: 0;\r\n\ttransition: .2s ease;\r\n\tcursor: pointer;\r\n}\r\n\t\r\n\t#toc.sticky ul li {\r\n\t  margin-right: 10px;\r\n\t}\r\n\t\r\n.td-post-content #toc-list li a:hover, .td-post-content #toc-list a.active{\r\n\tbackground-color: #FFF;\r\n\/* \tpadding: 8px 16px 8px 16px; *\/\r\n\tpadding: 4px 16px 4px 16px;\r\n\tborder-radius: 6px;\r\n\tcolor: #9c171e !important;\r\n\tfont-weight: 600 !important;\r\n}\r\n\t\r\n\t.td-post-content #toc-list li:hover a, .td-post-content #toc-list a.active{\r\n\t\tcolor: #9C171E !important;\r\n\t\tfont-weight: 600 !important;\r\n\t}\r\n\t\r\n.td-post-content #toc-list a.active{\r\n\tfont-weight: bold !important;\r\n\tcolor: #9C171E !important;\r\n}\r\n\t\r\n#toc a, .td-post-content #toc-list a {\r\n  text-decoration: none;\r\n  color: #ea1717 !important;\r\n  transition: .2s ease;\r\n\tfont-weight: 400 !important;\r\n\tdisplay: block;\r\n\t\r\n\tpadding: 4px 16px 4px 0;\r\n}\r\n\r\n#toc.sticky {\r\n  position: fixed;\r\n\/*   top: 73px; *\/\r\n\tbottom: 0;\r\n  z-index: 100; \r\n  box-shadow: 0 2px 5px rgba(0,0,0,0.1); \r\n\twidth: 100%; \r\n\tbackground-color: #FFF;\r\n\/* \tbackground-color: #FFF1F1; *\/\r\n\tborder-bottom: 1px solid #ea1717;\r\n\/*   border: 1px solid #393939; *\/\r\n  box-shadow: 0px 0px 14px 0px #00000040;\r\n  cursor: pointer;\r\n\tanimation: fadein .3s ease;\r\n\tpadding: 12px 16px !important;\r\n}\r\n\t\r\n\t.fadein{\r\n\t\tanimation: fadein .3s ease;\r\n\t}\r\n\t\r\n\t.fadeout{\r\n\t\tanimation: fadeout .3s ease;\r\n\t}\r\n\t\r\n\t\r\n\t@keyframes fadein{\r\n\t\t0% {\r\n\t\t\topacity: 0;\r\n\t\t}\r\n\t\t100%{\r\n\t\t\topacity: 1;\r\n\t\t}\r\n\t}\r\n\t\r\n\t@keyframes fadeout{\r\n\t\t0% {\r\n\t\t\topacity: 1;\r\n\t\t}\r\n\t\t100%{\r\n\t\t\topacity: 0;\r\n\t\t}\r\n\t}\r\n\r\n\t\r\n#toc.sticky .header p{\r\n\tmargin-bottom: 10px;\r\n\tmargin-top: 10px;\r\n}\r\n\r\n#toc.sticky .toc-icon{\r\n  visibility: visible;\r\n\/* \ttransition: 0.4s ease; *\/\r\n}\r\n\t\r\n\t.toc-icon{\r\n\t\talign-items: center;\r\n    \tdisplay: flex;\r\n\t}\r\n\t\r\n\tsvg.header-icon{\r\n\/* \t\tbackground-color: #9c171e; *\/\r\n\t\tbackground-color: #FFF;\r\n\t\tborder-radius: 30px;\r\n\t\tpadding: 5px;\r\n\t}\r\n\r\n#toc.sticky .list{\r\n\/*   max-height: 0; *\/\r\n  transition: height 0.4s ease;\r\n}\r\n\t\r\n\t#toc .list{\r\n\/*   max-height: 0; *\/\r\n  transition: height 0.4s ease;\r\n}\r\n\r\n#toc .header.active .toc-icon{\r\n\ttransform: rotate(0deg); \r\n\topacity: 1;\r\n}\r\n\r\n\t#toc .header.active + .list {\r\n\t  max-height: 200px; \/* Adjust this value as needed *\/\r\n\t  opacity: 1;\r\n\t}\r\n\t\r\n\t#placeholder-toc{\r\n\/* \t\tdisplay: none; *\/\r\n\t}\r\n\t\r\n\t@media (min-width: 768px) and (max-width: 991px){\r\n\t\t#toc.sticky{\r\n\/* \t\t\ttop: 104px; *\/\r\n\t\t\tbottom: 0px;\r\n\t\t}\r\n\t\t\r\n\t\t#toc{\r\n\t\t\twidth: unset !important;\r\n\t\t}\r\n\t}\r\n\t\r\n\t@media (max-width: 767px){\r\n\t\t#toc{\r\n\t\t\twidth: 100% !important;\r\n\t\t\tdisplay: inline-block;\r\n\t\t}\r\n\t\t\r\n\t\t#toc.sticky{\r\n\t\t\twidth: 90% !important;\r\n\/* \t\t\ttop: 81px; *\/\r\n\t\t\tbottom: 60px;\r\n\t\t\tmargin-left: auto;\r\n\t\t\tmargin-right: auto;\r\n\t\t\tpadding: 0 16px;\r\n\t\t\tright: 5%;\r\n\t\t}\r\n\t}\r\n\t\r\n\t<\/style>\r\n\r\n<!-- ToC List for mobile -->\r\n<script>\r\n \/\/ Generate TOC based on headings\r\ndocument.addEventListener(\"DOMContentLoaded\", function() {\r\n  \/\/ Get the element that will contain the TOC\r\n  const tocList = document.getElementById('toc-list');\r\n\r\n  \/\/ Get the element with the ID 'article-left'\r\n  const article = document.querySelector('.td-post-content');\r\n\r\n  \/\/ Find all h2 elements within 'myarticle'\r\n  const headers = article.getElementsByTagName('h2');\r\n\r\n  \/\/ Loop through the h2 elements and create a list item for each one\r\n  for (let i = 0; i < headers.length; i++) {\r\n    const header = headers[i];\r\n    const headerText = header.textContent;\r\n\/\/     const headerId = 'header-' + i;\r\n    const headerId = headerText\r\n    .toLowerCase()\r\n    .trim()\r\n    .replace(\/[^\\w\\s-]\/g, '')  \/\/ hapus tanda baca\r\n    .replace(\/\\s+\/g, '-'); \/\/ ganti spasi jadi \"-\"\r\n\r\n    \/\/ Set an ID for the header if it doesn't have one\r\n    header.setAttribute('id', headerId);\r\n\r\n    \/\/ Create a list item for the TOC\r\n    const listItem = document.createElement('li');\r\n\r\n    \/\/ Create a link for the list item\r\n    const link = document.createElement('a');\r\n    link.setAttribute('href', '#' + headerId);\r\n    link.textContent = headerText;\r\n\r\n    \/\/ Append the link to the list item\r\n    listItem.appendChild(link);\r\n\r\n    \/\/ Append the list item to the TOC list\r\n    tocList.appendChild(listItem);\r\n  }\r\n});\r\n\r\n\/\/ Keep height and placement of content using placeholder in place of TOC\r\ndocument.addEventListener(\"DOMContentLoaded\", function() {\r\n  const toc = document.querySelector('#toc');\r\n  const placeholderToc = document.querySelector('#placeholder-toc');\r\n\r\n  function setPlaceholderHeight() {\r\n    placeholderToc.style.height = `${toc.offsetHeight}px`;\r\n  }\r\n\r\n  \/\/ Set the initial height of the placeholder\r\n  setPlaceholderHeight();\r\n\r\n  \/\/ Update the height on window resize\r\n  window.addEventListener('resize', setPlaceholderHeight);\r\n});\r\n  const tocTitle = document.querySelector('#toc-title'); \/\/ Assuming header-faq is the element for TOC title\r\n\r\n\/\/ Sticky TOC and update heading\r\ndocument.addEventListener(\"DOMContentLoaded\", function() {\r\n  const toc = document.querySelector('#toc');\r\n  const footer = document.querySelector('.td-footer-template-wrap');\r\n  const tocParent = toc.parentElement;\r\n  const divTop = tocParent.getBoundingClientRect().top + window.pageYOffset;\r\n  const tocHeight = toc.offsetHeight;\r\n  const triggerPoint = divTop + tocHeight + 700;\r\n  const footerHeight = footer.offsetHeight;\r\n  const triggerFooterPoint = footer.getBoundingClientRect().top + window.pageYOffset - footerHeight - footerHeight - footerHeight;\r\n  const phtoc = document.querySelector('#placeholder-toc');\r\n  const headers = document.querySelectorAll('.td-post-content h2');\r\n  const navLinks = document.querySelectorAll('#toc-list a');\r\n\t\r\n\tconst panel2 = document.querySelector(\"#toc .list\");\r\n\tvar icon = document.querySelector(\".toc-icon\");\r\n\r\n  let activeLink = null; \/\/ Declare activeLink outside the loop\r\n\t\r\n  \/\/ Function to handle scroll and add\/remove .sticky class\r\n  function handleScroll() {\r\n    const windowTop = window.pageYOffset || document.documentElement.scrollTop;\r\n    let currentHeader = '';\r\n\r\n    \/\/ Highlight user progress as the heading comes\r\n    headers.forEach(header => {\r\n\t\tconst headerTop = header.offsetTop;\r\n\t\tconst headerHeight = header.clientHeight;\r\n\t\tif (window.scrollY >= (headerTop - headerHeight + 700)) {\r\n\t\t\tconst currentHeaderId = header.getAttribute('id');\r\n\t\t\tconst currentHeaderText = document.getElementById(currentHeaderId).textContent;\r\n\/\/ \t\t\tconsole.log(\"current header text:\", currentHeaderText);\r\n\t\t\ttocTitle.textContent = currentHeaderText;\r\n\t\t\tcurrentHeader = currentHeaderId;\r\n\t\t\t\r\n\t\t\tif(window.innerWidth < 767){\r\n\t\t\t\ttocTitle.textContent = 'Table of Content';\r\n\t\t\t}\r\n\t\t}\r\n\t});\r\n\r\n    navLinks.forEach(link => {\r\n      link.classList.remove('active');\r\n      if(currentHeader != '') {\r\n\t\t  if (link.getAttribute('href').includes(currentHeader)) {\r\n\t\t\t  link.classList.add('active');\r\n\t\t  }\r\n\t  }\r\n    });\r\n\/\/     if (windowTop < triggerFooterPoint) {\r\n\/\/         toc.style.display = 'block';\r\n\/\/ \t}else{\r\n\/\/         toc.style.display = 'none';\r\n\/\/ \t}\r\n    \/\/ Update TOC title if sticky\r\n    if (windowTop > triggerPoint) {\r\n      if (!toc.classList.contains('sticky')) {\r\n        phtoc.style.display = \"block\";\r\n        toc.classList.add('sticky');\r\n        toc.style.width = `${tocParent.offsetWidth}px`; \/\/ Set width to match the parent element\r\n        toc.setAttribute('style', 'width: ' + tocParent.offsetWidth + 'px !important;');\r\n        toc.style.backgroundColor = \"#FFF\";\r\n\t\tpanel2.style.height = '0px';\r\n\t\t  icon.style.transform = \"rotate(180deg)\";\r\n\t\t  if(window.innerWidth < 767){\r\n\/\/ \t\t\t  const tocs = document.querySelector('#toc.sticky');\r\n\t\t\t  tocTitle.textContent = 'Table of Content'; \/\/ Reset title\r\n       \t\t  toc.style.width = '150px'; \/\/ Set width to match the parent element\r\n\t\t  }\r\n      }\r\n      if (currentHeader) {\r\n\/\/         console.log(\"activeLink:\", activeLink);\r\n        if (activeLink) {\r\n\/\/           tocTitle.textContent = activeLink.textContent; \/\/ Update TOC title\r\n          tocTitle.textContent = activeLink ? activeLink.textContent : \"\"; \/\/ Update title only if activeLink exists\r\n        }\r\n      }\r\n    } else {\r\n      toc.classList.remove('sticky');\r\n      phtoc.style.display = \"none\";\r\n      toc.style.width = 'unset'; \/\/ Reset to original width\r\n      toc.style.backgroundColor = \"#FFF\";\r\n      tocTitle.textContent = 'Table of Content'; \/\/ Reset title\r\n\t\tpanel2.style.height = panel2.scrollHeight + \"px\";\r\n\t\ticon.style.transform = \"rotate(180deg)\";\r\n    }\r\n  }\r\n\r\n    \/\/ Attach the scroll event listener to the window\r\n    window.addEventListener('scroll', handleScroll);\r\n\r\n    \/\/ Initial call to handleScroll to set the correct state on load\r\n    handleScroll();\r\n});\r\n\t\r\n\t\/\/ Open toggle TOC\r\n\t  document.addEventListener(\"DOMContentLoaded\", function() {\r\n\t\tvar tocHeader = document.querySelector(\"#toc .header\");\r\n\t\tvar toc = document.querySelector(\"#toc\");\r\n\t\tvar icon = document.querySelector(\".toc-icon\");\r\n\t\tconst tocTitle = document.querySelector('#toc-title');\r\n\t\tconst tocs = document.querySelector('#toc.sticky');\r\n \t\tconst tocParent = toc.parentElement;\t\t  \r\n\r\n\t\t  tocHeader.addEventListener(\"click\", function() {\r\n\t\t\tvar panel = this.nextElementSibling;\r\n\t\t\tif (panel.style.height !== '0px') { \/\/ Check if height is not 0px\r\n\t\t\t  panel.style.height = '0px'; \/\/ Set height to 0 for full collapse\r\n\t\t\t  icon.style.transform = \"rotate(180deg)\";\r\n\/\/ \t\t\t\ttoc.style.paddingBottom = '6px'; \r\n\t\t\t\tif(window.innerWidth > 768){\r\n\t\t\t\t\tif(!toc.classList.contains('sticky')){\r\n\t\t\t\t\t\ttoc.style.width = \"unset\";\r\n\/\/ \t\t\t\t\t\ttoc.setAttribute('style', 'width: ' + tocParent.offsetWidth + 'px !important;');\r\n\t\t\t\t\t}\r\n\t\t\t\t\tif (toc.classList.contains('sticky')){\r\n\t\t\t\t\t\ttoc.style.width = '${tocParent.offsetWidth}px';\r\n\t\t\t\t\t\ttoc.setAttribute('style', 'width: ' + tocParent.offsetWidth + 'px !important;');\r\n\t\t\t\t\t}\r\n\t\t\t\t}\r\n\t\t\t\tif(window.innerWidth < 767){\r\n\t\t\t\t\ttoc.style.width = \"unset\"; \/\/ Reset width\r\n\t\t\t\t}\r\n\t\t\t\ttoc.style.backgroundColor = \"#FFF1F1\";\r\n\t\t\t} else {\r\n\t\t\t  panel.style.height = panel.scrollHeight + \"px\";\r\n\t\t\t  icon.style.transform = \"rotate(0deg)\";\r\n\t\t\t  toc.style.backgroundColor = \"#FFF\";\r\n\t\t\t  tocTitle.textContent = 'Table of Content'; \/\/ Reset title\r\n\t\t\t\ttoc.style.paddingBottom = '24px';\r\n\t\t\t \tif(window.innerWidth < 767){\r\n\t\t\t\t\ttoc.style.width = `${tocParent.offsetWidth}px`; \/\/ Set width to match the parent element\r\n\t\t\t\t\ttoc.setAttribute('style', 'width: ' + tocParent.offsetWidth + 'px !important;');\r\n\t\t\t\t}\r\n\t\t\t}\r\n\t\t  });\r\n\r\n\t\t  \/\/ Close TOC when a link inside it is clicked\r\n\t\t  var tocLinks = document.querySelectorAll(\"#toc .list a\");\r\n\t\t  tocLinks.forEach(function(link) {\r\n\t\t\tlink.addEventListener(\"click\", function() {\r\n\t\t\t  var panel = document.querySelector(\"#toc .list\");\r\n\t\t\t  panel.style.height = '0px'; \/\/ Set height to 0 for full collapse\r\n\t\t\t  icon.style.transform = \"rotate(180deg)\";\r\n\t\t\t  toc.style.backgroundColor = \"#FFF\";\r\n\t\t\t});\r\n\t\t  });\r\n\t\t});\r\n\r\n\r\n\r\n\t\r\n\/\/ \tmake the heading at the center of the viewport\r\n\/\/ \tdocument.addEventListener('DOMContentLoaded', function() {\r\n\/\/     \/\/ Add click event listener to all links in the TOC list\r\n\/\/     document.querySelectorAll('#toc-list a').forEach(anchor => {\r\n\/\/         anchor.addEventListener('click', function (e) {\r\n\/\/             e.preventDefault(); \/\/ Prevent the default behavior of jumping to the anchor\r\n\/\/ \/\/ \t\t\tconsole.log(\"prevent default\");\r\n\/\/             const targetId = this.getAttribute('href').substring(1); \/\/ Get the ID of the target element\r\n\/\/             const targetElement = document.getElementById(targetId); \/\/ Get the target element\r\n\r\n\/\/             if (targetElement) {\r\n\/\/                 const headerHeight = document.querySelector('#toc .header').offsetHeight; \/\/ Get the height of the fixed header\r\n\/\/                 const windowHeight = window.innerHeight; \/\/ Get the height of the viewport\r\n\/\/                 const targetOffset = targetElement.offsetTop; \/\/ Get the top offset of the target element\r\n\/\/                 const scrollTo = targetOffset + (windowHeight \/ 2) + (headerHeight); \/\/ Calculate the scroll position to center the target element\r\n\r\n\/\/                 \/\/ Scroll to the calculated position smoothly\r\n\/\/                 window.scrollTo({\r\n\/\/                     top: scrollTo,\r\n\/\/                     behavior: 'smooth'\r\n\/\/                 });\r\n\/\/             }\r\n\/\/         });\r\n\/\/     });\r\n\/\/ });\r\n<\/script>\r\n\r\n<!-- START script lama -->\r\n<!-- <script>\r\n\/\/ \tvar pilihDaftarIsi = document.getElementById('pilihDaftarIsi');\r\n\t\r\n\/\/ \tdocument.addEventListener('DOMContentLoaded', function() {\r\n\/\/ \t\tvar dropdownFixedTop = document.querySelector('.dropdown-fixed-top');\r\n\r\n\/\/ \t\tdropdownFixedTop.addEventListener('click', function() {\r\n\/\/ \t\t\tvar dropdownContent = this.querySelector('.list_toc');\r\n\/\/ \t\t\tdropdownContent.classList.toggle('show');\r\n\/\/ \t\t});\r\n\r\n\/\/ \t\twindow.addEventListener('click', function(event) {\r\n\/\/ \t\t\tvar listTocTop = document.getElementById('list_toc_top');\r\n\r\n\/\/ \t\t\tif (!dropdownFixedTop.contains(event.target)) {\r\n\/\/ \t\t\t\tlistTocTop.classList.remove('show');\r\n\/\/ \t\t\t}\r\n\/\/ \t\t});\r\n\/\/ \t});\r\n\t\r\n\/\/ \tvar daftarIsiContainer = document.getElementById('toc_group_article');\r\n\/\/ \tvar dropdownFixedTop = document.getElementById('dropdown-fixed-top');\r\n\/\/     var triggered = false; \/\/ Flag to keep track of whether the function has been triggered\r\n\r\n\/\/     window.addEventListener('scroll', function() {\r\n\/\/         if (!triggered && isCompletelyScrolledPast(daftarIsiContainer)) {\r\n\/\/             showSectionDropdownFixedTop(false);\r\n\/\/             triggered = true;\r\n\/\/         } else if (triggered && !isCompletelyScrolledPast(daftarIsiContainer)) {\r\n\/\/             showSectionDropdownFixedTop(true);\r\n\/\/             triggered = false;\r\n\/\/         }\r\n\/\/     });\r\n\r\n\/\/     function isCompletelyScrolledPast(element) {\r\n\/\/         var elementTop = element.getBoundingClientRect().top;\r\n\/\/         var elementBottom = element.getBoundingClientRect().bottom;\r\n\/\/         return elementTop < 0 && elementBottom < 0;\r\n\/\/     }\r\n\r\n\/\/     function showSectionDropdownFixedTop(show) {\r\n\/\/ \t\tif (show) {\r\n\/\/ \t\t\tdropdownFixedTop.classList.remove(\"show\");\r\n\/\/ \t\t} else {\r\n\/\/ \t\t\tdropdownFixedTop.classList.add(\"show\");\r\n\/\/ \t\t}\r\n\/\/     }\r\n<\/script> -->\r\n<!-- <script>\r\n    \/\/ Scrollspy function to highlight the active TOC item based on the scroll position\r\n  function scrollSpy(tocClass) {\r\n    const scrollPosition = window.scrollY;\r\n\r\n    \/\/ Find the active h2 and h3 headings based on their position in the corresponding TOC\r\n    let activeH2 = null;\r\n    let activeH3 = null;\r\n\r\n    const tocItems = document.querySelectorAll(`.${tocClass} li`);\r\n    tocItems.forEach(item => {\r\n      const a = item.querySelector('a');\r\n      if (!a) return;\r\n      const href = a.getAttribute('href');\r\n      const targetId = href.substring(1); \/\/ Remove the '#' from the href to get the target ID\r\n      const targetElement = document.getElementById(targetId);\r\n      if (!targetElement) return;\r\n\r\n      const targetTop = targetElement.getBoundingClientRect().top + scrollPosition;\r\n      const nextItem = item.nextElementSibling;\r\n      const nextTop = nextItem ? nextItem.getBoundingClientRect().top + scrollPosition : Infinity;\r\n\r\n      if (targetTop <= scrollPosition + 150) {\r\n        if (a.parentElement.parentElement === tocItems) {\r\n          \/\/ The h2 heading is at the root level of the TOC\r\n          activeH2 = { id: targetId, level: 'h2' };\r\n        } else {\r\n          \/\/ The h3 heading is nested under an h2 heading\r\n          const parentH2 = a.parentElement.parentElement.previousElementSibling;\r\n          if (parentH2) {\r\n            const h2Link = parentH2.querySelector('a');\r\n            if (h2Link) {\r\n              const h2Href = h2Link.getAttribute('href');\r\n              const h2Id = h2Href.substring(1);\r\n              activeH2 = { id: h2Id, level: 'h2' };\r\n            }\r\n          }\r\n          activeH3 = { id: targetId, level: 'h3' };\r\n        }\r\n      }\r\n\r\n      if (targetTop > scrollPosition + 150 && nextTop > scrollPosition + 150 && !activeH3) {\r\n        \/\/ Reset the activeH2 when there are no more active h3 headings\r\n        activeH2 = null;\r\n      }\r\n    });\r\n\r\n    \/\/ Update the active state for the TOC items\r\n    tocItems.forEach(item => {\r\n      item.classList.remove('active');\r\n      const a = item.querySelector('a');\r\n      if (a) {\r\n        const href = a.getAttribute('href');\r\n        const targetId = href.substring(1);\r\n        if ((activeH2 && activeH2.id === targetId) || (activeH3 && activeH3.id === targetId)) {\r\n          item.classList.add('active');\r\n\t\t  pilihDaftarIsi.innerHTML = a.textContent;\r\n        }\r\n      }\r\n    });\r\n  }\r\n\r\n  \/\/ Call scrollSpy for each TOC on window scroll\r\n  const tocClasses = ['list_toc', 'list_toc_float', 'list_toc_top']; \/\/ Add other TOC class names here if you have more than two instances\r\n  tocClasses.forEach(tocClass => {\r\n    window.addEventListener('scroll', () => scrollSpy(tocClass));\r\n  });\r\n<\/script> -->\r\n<!-- END script lama -->\r\n\t\r\n<script>\r\n    \/\/ Scrollspy function to highlight the active TOC item based on the scroll position\r\n  function scrollSpy(tocClass) {\r\n    const scrollPosition = window.scrollY;\r\n\r\n    \/\/ Find the active h2 and h3 headings based on their position in the corresponding TOC\r\n    let activeH2 = null;\r\n    let activeH3 = null;\r\n\r\n    const tocItems = document.querySelectorAll(`.${tocClass} li`);\r\n    tocItems.forEach(item => {\r\n      const a = item.querySelector('a');\r\n      if (!a) return;\r\n      const href = a.getAttribute('href');\r\n      const targetId = href.substring(1); \/\/ Remove the '#' from the href to get the target ID\r\n      const targetElement = document.getElementById(targetId);\r\n      if (!targetElement) return;\r\n\r\n      const targetTop = targetElement.getBoundingClientRect().top + scrollPosition;\r\n      const nextItem = item.nextElementSibling;\r\n      const nextTop = nextItem ? nextItem.getBoundingClientRect().top + scrollPosition : Infinity;\r\n\r\n      if (targetTop <= scrollPosition + 150) {\r\n        if (a.parentElement.parentElement === tocItems) {\r\n          \/\/ The h2 heading is at the root level of the TOC\r\n          activeH2 = { id: targetId, level: 'h2' };\r\n        } else {\r\n          \/\/ The h3 heading is nested under an h2 heading\r\n          const parentH2 = a.parentElement.parentElement.previousElementSibling;\r\n          if (parentH2) {\r\n            const h2Link = parentH2.querySelector('a');\r\n            if (h2Link) {\r\n              const h2Href = h2Link.getAttribute('href');\r\n              const h2Id = h2Href.substring(1);\r\n              activeH2 = { id: h2Id, level: 'h2' };\r\n            }\r\n          }\r\n          activeH3 = { id: targetId, level: 'h3' };\r\n        }\r\n      }\r\n\r\n      if (targetTop > scrollPosition + 150 && nextTop > scrollPosition + 150 && !activeH3) {\r\n        \/\/ Reset the activeH2 when there are no more active h3 headings\r\n        activeH2 = null;\r\n      }\r\n    });\r\n\r\n    \/\/ Update the active state for the TOC items\r\n    tocItems.forEach(item => {\r\n      item.classList.remove('active');\r\n      const a = item.querySelector('a');\r\n      if (a) {\r\n        const href = a.getAttribute('href');\r\n        const targetId = href.substring(1);\r\n        if ((activeH2 && activeH2.id === targetId) || (activeH3 && activeH3.id === targetId)) {\r\n          item.classList.add('active');\r\n        }\r\n      }\r\n    });\r\n  }\r\n\r\n  \/\/ Call scrollSpy for each TOC on window scroll\r\n  const tocClasses = ['list_toc', 'list_toc_float']; \/\/ Add other TOC class names here if you have more than two instances\r\n  tocClasses.forEach(tocClass => {\r\n    window.addEventListener('scroll', () => scrollSpy(tocClass));\r\n  });\r\n<\/script>\r\n\t\r\n\r\n<!-- ToC List for desktop side bar, diganti jadi inject by php, di code snippet \"Sidebar Accordion\" -->\r\n<!--  <script>\r\n\tdocument.addEventListener(\"DOMContentLoaded\", function() {\r\nToC List for desktop side bar, diganti jadi inject by php, di code snippet \"Sidebar Accordion\"\r\n        Fungsi untuk mengubah teks menjadi format id\r\n        function formatId(text) {\r\n            return text.trim().replace(\/[^\\w\\d]+\/g, '_');\r\n        }\r\n\r\n        \/\/ Fungsi untuk membuat nested list\r\n        function createNestedList(parentNode, children) {\r\n            if (children.length === 0) return;\r\n\r\n            const nestedUl = document.createElement('ul');\r\n            children.forEach(child => {\r\n                const nestedLi = document.createElement('li');\r\n                const nestedA = document.createElement('a');\r\n                nestedA.textContent = child.title;\r\n                nestedA.href = `#${child.id}`;\r\n                nestedLi.appendChild(nestedA);\r\n                nestedUl.appendChild(nestedLi);\r\n\r\n                if (child.children.length > 0) {\r\n                    createNestedList(nestedLi, child.children);\r\n                }\r\n            });\r\n\r\n            parentNode.appendChild(nestedUl);\r\n        }\r\n\r\n        \/\/ Membuat objek untuk menyimpan daftar h2 dan h3 beserta judulnya\r\n        const headings = [];\r\n\r\n           \/\/ Mengambil semua elemen h2 dan h3\r\n        const elements = document.querySelectorAll('.td-post-content h2');\r\n\t\t\t\/\/, .td-post-content h3\r\n\r\n        elements.forEach(element => {\r\n            if (element.tagName === 'H2') {\r\n                const id = formatId(element.textContent);\r\n                element.id = id;\r\n\t\t\t\tif (element.textContent.toLowerCase() === \"key takeaways\") {return;} \/\/ Kalau Key Takeaways, jangan dimasukin\r\n                headings.push({ level: 'h2', id: id, title: element.textContent, children: [] });\r\n            } else if (element.tagName === 'H3') {\r\n                const id = formatId(element.textContent);\r\n                element.id = id;\r\n                if (headings.length > 0) {\r\n                    headings[headings.length - 1].children.push({ level: 'h3', id: id, title: element.textContent, children: [] });\r\n                }\r\n            }\r\n        });\r\n\r\n        \/\/ Membuat list HTML dari objek headings\r\n        const ul = document.getElementById('list_toc');\r\n        let currentUl = ul;\r\n        headings.forEach(heading => {\r\n            const li = document.createElement('li');\r\n            const a = document.createElement('a');\r\n            a.textContent = heading.title;\r\n            a.href = `#${heading.id}`;\r\n            li.appendChild(a);\r\n\r\n            if (heading.level === 'h2') {\r\n                \/\/ Menyimpan ul saat ini untuk menambahkan nested ul\r\n                currentUl = li;\r\n                ul.appendChild(li);\r\n            } else if (heading.level === 'h3') {\r\n                if (!currentUl.lastElementChild || currentUl.lastElementChild.tagName !== 'UL') {\r\n                    \/\/ Jika belum ada nested ul, buat satu\r\n                    const nestedUl = document.createElement('ul');\r\n                    currentUl.appendChild(nestedUl);\r\n                    currentUl = nestedUl;\r\n                }\r\n                currentUl.appendChild(li);\r\n            }\r\n\r\n            createNestedList(li, heading.children);\r\n        });\r\n\t\tDapatkan elemen ul dengan id 'list_toc_float'\r\nconst ulFloat = document.getElementById('list_toc');\r\nconst ulJourney = document.getElementById('list_journey');\r\n\r\nDapatkan isi (child elements) dari ul dengan id 'list_toc_float'\r\n\tif (ulFloat !== null) {\r\n\t\tconst clonedChildren = ulFloat.cloneNode(true).children;\r\n\t\tconst ulToc = document.getElementById('list_toc_float');\r\n\t\tconst ulTocTop = document.getElementById('list_toc_top');\r\n\t\tif ((ulToc !== null || ulToc !== undefined) && window.innerWidth > 1018){\r\n\t\t\tulToc.append(...clonedChildren);\r\n\t\t} else {\r\n\t\t\tulTocTop.append(...clonedChildren);\r\n\t\t}\r\n\t} \r\n\r\n\tif (ulJourney !== null) {\r\n\t\tconst clonedChildrenJourney = ulJourney.cloneNode(true).children;\r\n\t\tconst ulTocJourney = document.getElementById('list_toc_journey');\r\n\t\tulTocJourney.append(...clonedChildrenJourney);\r\n\t} \r\n\t\r\n        Fungsi untuk mengambil tinggi navbar\r\n        function getNavbarHeight() {\r\n            const navbar = document.getElementById('tdi_34');\r\n            return navbar ? navbar.offsetHeight : 0;\r\n        }\r\n\r\n        \/\/ Fungsi untuk menambahkan offset posisi scroll\r\n        function scrollToElementWithOffset(elementId) {\r\n            const element = document.getElementById(elementId);\r\n            if (element) {\r\n                const offset = getNavbarHeight();\r\n                const elementPosition = element.getBoundingClientRect().top;\r\n                const offsetPosition = elementPosition - offset-40;\r\n\r\n                window.scrollBy({\r\n                    top: offsetPosition,\r\n                    behavior: 'smooth'\r\n                });\r\n            }\r\n        }\r\n\r\n        \/\/ Fungsi untuk menangani klik pada tautan judul\r\n        function handleTitleClick(event) {\r\n            event.preventDefault();\r\n            const href = event.target.getAttribute('href').substr(1);\r\n            scrollToElementWithOffset(href);\r\n        }\r\n\r\n        \/\/ Tambahkan event listener untuk semua tautan judul\r\n        const titleLinks = document.querySelectorAll('a[href^=\"#\"]');\r\n        titleLinks.forEach(link => {\r\n            link.addEventListener('click', handleTitleClick);\r\n        });\r\n\t});\r\n    <\/script> -->\r\n<\/p>\r\n<div id=\"toc_container\">\r\n<h2 class=\"wp-block-heading\" id=\"1\">What is Chatbot?<\/h2>\r\n\r\n\r\n\r\n<p>Chatbots are interactive <a href=\"https:\/\/www.forbes.com\/sites\/forbesagencycouncil\/2019\/04\/10\/supercharging-your-business-with-chatbots\/?sh=39bccdd57b8e\">applications <\/a>designed to interact with humans via a platform using text as a method of communication. The primary purpose of chatbots is to communicate with humans in a human-like manner. Nowadays, various industries have used <a href=\"https:\/\/doubletick.io\/blog\/whatsapp-chatbot-guide\">chatbots<\/a> to help their communication relationship with users.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"2\">Several Types of Chatbots<\/h2>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Task-based Chatbot<\/h3>\r\n\r\n\r\n\r\n<p>This chatbot is a program created with the primary purpose of focusing on carrying out specific functions. A task-based <a href=\"https:\/\/botup.com\/chatbot-software-advantages\" target=\"_blank\" rel=\"noopener\">chatbot<\/a> can provide automated responses, like a conversation, to respond quickly to user questions. This chatbot can quickly answer common business questions. Companies widely use a task-based chatbot because of its convenience.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Data and Prediction-based Chatbot<\/h3>\r\n\r\n\r\n\r\n<p>Chatbots that work based on data and predictions are often referred to as <a href=\"https:\/\/www.wishup.co\/blog\/virtualassistantjobdescription\/\" target=\"_blank\" rel=\"noopener\">virtual assistants<\/a> because the <a href=\"https:\/\/www.width.ai\/chatbot-development-services\">chatbot<\/a> has sophistication in responding to user questions. In addition, this type of chatbot is more interactive and more customizable than task-based chatbots.<\/p>\r\n<p>You can get\u00a0<a href=\"https:\/\/peppervirtualassistant.com\/\" target=\"_blank\" rel=\"noopener\">virtual assistant services<\/a> so your clients&#8217; issues should be resolved on time and quick positive responses always give fruitful results.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"3\">How Chatbots Work<\/h2>\r\n\r\n\r\n\r\n<p>In short, the <a href=\"https:\/\/crisp.chat\/en\/blog\/chatbot\/\" target=\"_blank\" rel=\"noopener\">chatbot<\/a> works by the keywords that have been logged into the system. Therefore, every time the chatbot receives a question from a user, the chatbot will automatically adjust which answer matches the keywords of the question asked.<\/p>\r\n<p>Apart from being equipped with responsive identification and analysis functions, there are three types of operating system methods chatbot use, namely:<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Pattern matching<\/h3>\r\n\r\n\r\n\r\n<p>In this method, the bot uses a pattern-matching strategy when grouping text. This allows bots to generate responses according to user requests. Whenever the chatbot receives a question, it provides an answer that matches the associated pattern.<\/p>\r\n<p>However, if a request is not in the form of a pattern, the <a href=\"https:\/\/www.revechat.com\/blog\/what-is-a-chatbot\/\">chatbot<\/a> cannot give an adequate response. This pattern is known as Artificial Intelligence Markup Language (AIML). An example of the AIML pattern used in a chatbot is as follows.<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/lh6.googleusercontent.com\/zqlXp0XWrDaMO9pggp_gYBOBfr70ybn2uJCo_JlpQlPrUPNy91lmGScmjxSVICuYQ2ND2o5ILY1n8t22sUkn1Qs3OL1_EioCzi4A9eeSzjG2knNaCfiTcSkUv2m7WBdBC4JfH9_R=s1600\" alt=\"\" \/>\r\n<figcaption>source: analyticsvidhya.com<\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Decision tree-based<\/h3>\r\n\r\n\r\n\r\n<p>The way a decision tree-based chatbot works is arguably less user-friendly. This is because the user must follow the response sequence programmed by the bot engine. This method can sometimes be simple or complex, depending on how the developer designed the chatbot concept.<\/p>\r\n<p>However, many businesses also use this method since it is less complicated, faster, and still helpful in responding to user requests. When in use, users will see several buttons containing response text to continue the discussion with the chatbot.<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/lh3.googleusercontent.com\/47bFBht1WV6ye2bqPX7ve8dUCTFzFYPDGMHN46uDmCyuxUdr4GIymzaTRIsqoYOPzjn0pELEu9sX2tg1NpKiIu8QqGdXXzRU_7N6h9yV6Yi7CAz4WNlZBygIGJiWslZdb38kxEhs=s1600\" alt=\"\" \/>\r\n<figcaption>source: infme.com<\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Contextual<\/h3>\r\n\r\n\r\n\r\n<p>The contextual chatbot method is based on an artificial intelligence system with <a href=\"https:\/\/www.ometrics.com\/blog\/machine-learning-chatbots\/\">machine learning<\/a> (ML) to create a natural conversation. This method is the best system when we compare it to pattern matching and decision tree-based.<\/p>\r\n<p>One technology often used to create contextual working methods in <a href=\"https:\/\/www.proprofschat.com\/blog\/best-chatbot-software\/\" target=\"_blank\" rel=\"noopener\">chatbots<\/a> is Natural Language Processing (NLP). NLP is a technology that makes it easy for AI to understand whatever context the user refers to in a particular language.<\/p>\r\n\r\n\r\n\r\n<p>For the contextual system to work optimally, developers must design a large database to accommodate all forms of user request data. For example, developers can collect customer data, <a href=\"https:\/\/www.dittotranscripts.com\/transcription-services\/general\/\" target=\"_blank\" rel=\"noopener\">transcripts of conversations<\/a> in the live chat feature, and other supporting data. The more data collected in the database, the more responsive the bot will be.<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/lh4.googleusercontent.com\/19tPxvJg7eNwEM6MA_3jq9a5AxSAcdAk2xZdgyfPS-_PbKCM8EFYjHOVyD5JOUCz2W9RJ6KxSdEehDZVPkyzOaaaS_HUbYLzwdJSgqvvjJHP3wqz6PIe7ClFxyi6dARk9Y1XMQiG=s1600\" alt=\"\" \/>\r\n<figcaption>source: rasa.com<\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"4\">The Important Role of Chatbots in Business<\/h2>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Available for 24\/7<\/h3>\r\n\r\n\r\n\r\n<p>Consumers need services as quickly as possible to serve their needs. However, we know that there must be a limit to working hours if a business uses human services. By using a responsive chatbot, consumers will get assistance at any time without any time limit.<\/p>\r\n\r\n\r\n\r\n<p><a href=\"https:\/\/www.hashmicro.com\/erp-system\">Cloud ERP software<\/a> to automate various aspects of business, suitable for multiple types of companies. Make more accurate decisions with the support of the most advanced business management software.<\/p>\r\n<p>With digital-first expectations growing, companies are under pressure to deliver seamless, always-on support. This has led many to invest in <a href=\"https:\/\/www.openxcell.com\/ai-chatbot-development-services\/\" target=\"_blank\" rel=\"noopener\">AI Chatbot Development Services<\/a> to build intelligent bots that can handle complex queries while staying available round the clock.<\/p>\r\n<p><span style=\"font-weight: 400;\"><style>\r\n.cta-in-article-image .desktop-banner{\r\n    display: none;\r\n    text-align: center;\r\n}\r\n.cta-in-article-image .desktop-mobile{\r\n    display: block;\r\n    text-align: center;\r\n    width: 100%;\r\n}\r\n@media (min-width: 650px) {\r\n    .cta-in-article-image .desktop-banner {\r\n        display: block!important;\r\n    }\r\n}\r\n@media (min-width: 650px) {\r\n   .cta-in-article-image .desktop-mobile {\r\n        display: none!important;\r\n    }\r\n}\r\n<\/style>\r\n<div class=\"cta-in-article-image\">\r\n\t<a href=\"https:\/\/www.hashmicro.com\/grants?utm_source=blog&medium=banner-article\" target=\"_blank\" rel=\"noopener\">\r\n\t\t<div id=\"desktop-banner-container\">\r\n\t\t\t<div class=\"desktop-banner\">\r\n<!-- \tnew CTC Grants Banner\t\t -->\r\n\t\t\t\t<img decoding=\"async\" width='696' height='189' src=\"https:\/\/www.hashmicro.com\/blog\/wp-content\/uploads\/2025\/07\/CTC-Grants-scaled.webp\" alt=\"download skema harga software erp\">\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div id=\"mobile-banner-container\">\r\n\t\t\t<div class=\"desktop-mobile\">\r\n\t\t\t\t<img decoding=\"async\" width='450' height='497' src=\"https:\/\/www.hashmicro.com\/blog\/wp-content\/uploads\/2023\/11\/EDG-Banner-Mobile.png.webp\" alt=\"download skema harga software erp\">\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t<\/a>\r\n<\/div>\r\n\r\n\r\n<\/span><\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Increase user satisfaction with customer service<\/h3>\r\n\r\n\r\n\r\n<p>Chatbots can proactively engage in conversations with customers by offering recommendations and assisting customers in solving problems they are experiencing. For this reason, companies often use bots to improve the quality of the customer experience in a company.<\/p>\r\n<p>If a business can serve customers at any time with the help of a chatbot, then customers will be more satisfied because they get the service they want.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Do not cost a lot<\/h3>\r\n\r\n\r\n\r\n<p><a href=\"https:\/\/www.cience.com\/ai-chatbot\" target=\"_blank\" rel=\"noopener\">Chatbots are effective<\/a> for businesses that are looking to save money. By using a chatbot, companies do not need to hire support staff to provide customer service and services.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Support lead conversion and increase sales<\/h3>\r\n\r\n\r\n\r\n<p>A lead generator, such as an AI story generator, is a business step to drive conversions from every visitor to a business website. Businesses can use <a href=\"https:\/\/dreamgen.com\/story-writing\" target=\"_blank\" rel=\"noopener\">AI story generators<\/a>, bots, and <a href=\"https:\/\/botsify.com\/website-chatbot\" target=\"_blank\" rel=\"noopener\">website chatbots<\/a> to collect data about each website visitor, such as email addresses and phone numbers, to define target groups based on consumer preferences.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"5\">Some of the Best Chatbot Platforms<\/h2>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">ManyChat<\/h3>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/lh4.googleusercontent.com\/t0fYZENpvdaIF0vsze-5KXo0KmgyU0gba9d6nGxKPdqukSdEgVpaHKHQooiGtSkumN4Yb8rVWjmCv0uD3HMsJ_ujGCYEdLyVS8SLPk-yWufiNT9ut2r4aWk6jJ16O4m9BHOxBZzP=s1600\" alt=\"\" \/>\r\n<figcaption>source: zapier.com<\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n<p>ManyChat is a chatbot platform that puts the chatbot creator experience first. From the sleek design of their drag-and-drop editor to their very rational pricing, ManyChat is one of the best chatbot builders <a href=\"https:\/\/zapier.com\/blog\/best-chatbot-builders\/\">out there<\/a>.<\/p>\r\n<p>This chatbot can work across many common channels, such as Facebook Messenger, Instagram, email, and SMS, and has more than 25 templates to help you start using it.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">MobileMonkey<\/h3>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/lh6.googleusercontent.com\/yN9fKO8fDkscrk2I8qEEAd9ToZZ7qF5CdzGBeoBGVmDtKe65h-IHDemH9uOwOmamz-K0MqWtHtzJFlFbO5HTXZV8XqHnf9DinGjhSeHs_0SxEHpUtxSj-MAtCYhz2Qb8DKCcNoP0=s1600\" alt=\"\" \/>\r\n<figcaption>source: mobilemonkey.com<\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n<p>MobileMonkey is a bot technology that is widely used on Facebook Messenger, websites, and SMS. Therefore, the business has a high opportunity to get a conversion, even higher with this platform.<\/p>\r\n<p>Especially if the company combines it with various other marketing measures, such as ad campaigns and drip marketing, you can choose to use the free or paid version according to your business needs.<\/p>\r\n<p>In addition, MobileMonkey offers some benefits, such as: being able to manage all conversations through a smartphone mobile application and making conversations easy to understand and interactive.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Pandorabots<\/h3>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/lh4.googleusercontent.com\/0zyBSuZRebpiRPIr0hbydStqqdgacRpd5NUJKJHdWfWFmrUpU5d-G26wskYI3K8RvnRchx72K1GErlA-QbDuzSB0sA9RV_fD_3BRYtK-mzzLZdvpYsqUrFrYuDoCNVkreiGhC6TY=s1600\" alt=\"chatbot hashmicro\" \/>\r\n<figcaption>source: pandorabots.com<\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n<p>Pandorabots is one of the oldest chatbot builders on the market. Pandorabots is open source, uses AIML, and allows users to build whatever they want. While there remains a curve to learn this chatbot builder compared to others, including some programming knowledge required, the possibilities are truly endless.<\/p>\r\n<p>You can use this <a href=\"https:\/\/customgpt.ai\/\" target=\"_blank\" rel=\"noopener\">chatbot<\/a> in most of the popular messaging apps, as well as your mobile apps and websites. Pandorabots also uses a priced-to-scale model that allows you to scale your needs and prices as your needs evolve.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Kata.ai<\/h3>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/lh6.googleusercontent.com\/tkG6d4EqGs-kAUCIXodgp9087emAvv_-hYFrvzOQcaRNoDh7wPBGK1yOnux_dxmfA60G0Zk6poYpd6YrgatCs7GTw2TPQ2k_IK3K-cziw9buWiaqxTnAkuUuAqN68ejQDz-mriYT=s1600\" alt=\"chatbot hashmicro\" \/>\r\n<figcaption>source: kata.ai<\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n<p>The Kata.ai platform supports all your business activities, from marketing to collecting data about consumer behavior. Some of the best features of Kata.ai include: can work with NLP systems so bots&#8217; responses can be human-like, supporting JavaScript code to build a customizable CMS (Content Management System), and integrating user projects with the Kata.ai Prebuilt Module to generate more advanced bot quality.<\/p>\r\n<h3><span style=\"font-weight: 400;\">Ochatbot<\/span><\/h3>\r\n<p><span style=\"font-weight: 400;\">Ochatbot is an AI chatbot that can improve any business with a focus on eCommerce. This <\/span><a href=\"https:\/\/ochatbot.com\/benefits-of-ecommerce-ai-chatbots\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">eCommerce chatbot<\/span><\/a><span style=\"font-weight: 400;\"> helps shoppers choose recommended products, answer their questions, remove sales barriers, and reduce the number of support tickets by engaging them in a chat. <\/span><\/p>\r\n<p><span style=\"font-weight: 400;\">When users interact with Ochatbot, sales rise by 20% to 40%. Additionally, Ochatbot reduces support tickets by 45% to 25%. <\/span><span style=\"font-weight: 400;\">Instead of browsing via static internet pages, customers may now engage in a conversation with Ochatbot to get a more customized shopping experience. <\/span><\/p>\r\n<p><span style=\"font-weight: 400;\">With Ochatbot&#8217;s 24\/7 accessibility, you can offer customized product recommendations, draw attention to up-sell and cross-sell opportunities, promptly answer consumer questions, and much more.<\/span><\/p>\r\n<h3><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Giosg&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:641,&quot;3&quot;:{&quot;1&quot;:0},&quot;10&quot;:1,&quot;12&quot;:0}\">Giosg<\/span><\/h3>\r\n<p><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Giosg makes it easier than ever to provide faster and better service and save time from customer service agents. With Giosg\u2019s no-code chatbot you can start conversations, ask questions, recommend products, and capture high-quality leads around the clock before connecting them with the right sales agents and teams. With the 20+ ready-to-use customisable templates and wide integration capabilities you can launch chatbots to your website in minutes.&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:641,&quot;3&quot;:{&quot;1&quot;:0},&quot;10&quot;:1,&quot;12&quot;:0}\"><a href=\"https:\/\/www.giosg.com\/en\/products\/chatbots\">Giosg<\/a> makes it easier than ever to provide faster and better service and save time for customer service agents. With Giosg\u2019s no-code chatbot, you can start conversations, ask questions, recommend products, and capture high-quality leads around the clock before connecting them with the right sales agents and teams. <\/span><\/p>\r\n<p><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Giosg makes it easier than ever to provide faster and better service and save time from customer service agents. With Giosg\u2019s no-code chatbot you can start conversations, ask questions, recommend products, and capture high-quality leads around the clock before connecting them with the right sales agents and teams. With the 20+ ready-to-use customisable templates and wide integration capabilities you can launch chatbots to your website in minutes.&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:641,&quot;3&quot;:{&quot;1&quot;:0},&quot;10&quot;:1,&quot;12&quot;:0}\">With the 20+ ready-to-use customizable templates and wide integration capabilities, you can launch chatbots on your website in minutes.<\/span><\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"6\">Conclusion<\/h2>\r\n\r\n\r\n\r\n<p>Chatbots have an essential role for businesses, especially businesses that are digitizing. By utilizing this technology, the company will be able to improve its services to customers further. This is because chatbots will answer customer questions quickly and responsively, so customers don&#8217;t have to wait long to interact with the company.<\/p>\r\n<a href=\"https:\/\/www.hashmicro.com\/helpdesk-ticketing-software?medium=moneysite-banner\" target=\"_blank\"><img decoding=\"async\" loading=\"lazy\" width=\"712\" src=\"https:\/\/www.hashmicro.com\/blog\/wp-content\/uploads\/2022\/03\/Help-Desk-_-Ticketing-Software.png\" alt=\"Helpdesk Ticketing\"><\/a> \r\n\r\n\r\n<p>Implementing <a href=\"https:\/\/www.hashmicro.com\/helpdesk-ticketing-software\">help desk software<\/a> in an organization or business helps reduce the negative impact of unexpected problems or changes. Customer inquiries and complaints data and information can be used as material for business leaders to evaluate customer feedback and policy changes effectively.<\/p>\r\n<p>You can take advantage of the <a href=\"https:\/\/www.hashmicro.com\/\">HashMicro<\/a> help desk app to help provide the best service for customers through direct interaction between admins and customers. Sign up now for a <a href=\"https:\/\/www.hashmicro.com\/free-product-tour\/\" target=\"_blank\" rel=\"noopener\">free demo<\/a> and up to 50% PSG!<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p>Related Articles:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li><a href=\"https:\/\/www.hashmicro.com\/blog\/what-is-crm-software\/\">What is CRM Software? The Definition, Purposes, Features, and The Benefits for Your Business!<\/a><\/li>\r\n<\/ul>\r\n<\/div>","protected":false},"excerpt":{"rendered":"<p>For businesses, especially in the digital realm, a chatbot is one of the most important professional services to use. Chatbots are something that every business should use as they can make the job easier, especially in providing quick responses to customer messages. Indeed, chatbots still cannot fully replace humans. However, chatbots can fill the limited [&hellip;]<\/p>\n","protected":false},"author":200,"featured_media":7753,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4,117],"tags":[1287,1285,1286,1288,859],"class_list":{"0":"post-7752","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-crm-leads","8":"category-software-business","9":"tag-bot","10":"tag-chatbot","11":"tag-chatbots","12":"tag-chatterbot","13":"tag-crm"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.6 (Yoast SEO v26.6) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Chatbot Advantages to Increase Customer Satisfaction in Digital Business<\/title>\n<meta name=\"description\" content=\"Chatbots have an essential role for businesses, its can make the job easier, especially in providing quick responses to customer messages.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.hashmicro.com\/blog\/chatbot-advantages-in-digital-business\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Chatbot Advantages to Increase Customer Satisfaction in Digital Business\" \/>\n<meta property=\"og:description\" content=\"Chatbots have an essential role for businesses, its can make the job easier, especially in providing quick responses to customer messages.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.hashmicro.com\/blog\/chatbot-advantages-in-digital-business\/\" \/>\n<meta property=\"og:site_name\" content=\"BusinessTech\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/web.facebook.com\/hashmicro\/\" \/>\n<meta property=\"article:published_time\" 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