{"id":27949,"date":"2025-04-24T15:43:46","date_gmt":"2025-04-24T22:43:46","guid":{"rendered":"https:\/\/www.cadenceseo.com\/?page_id=27949"},"modified":"2026-07-29T14:22:44","modified_gmt":"2026-07-29T21:22:44","slug":"optimizacion-de-llm","status":"publish","type":"page","link":"https:\/\/www.cadenceseo.com\/es\/llm-optimization\/","title":{"rendered":"Optimizaci\u00f3n de LLM"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"27949\" class=\"elementor elementor-27949\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1e5dd4d e-con e-atomic-element e-flexbox-base e-ee5e174 \" data-id=\"1e5dd4d\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"1e5dd4d\" data-e-type=\"e-flexbox\" data-id=\"1e5dd4d\">\n    \t\t<div class=\"elementor-element elementor-element-6703878 elementor-widget elementor-widget-html\" data-id=\"6703878\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\n  #cs-llm-page {\n    --cs-navy: #101733;\n    --cs-navy-2: #171f42;\n    --cs-purple: #7257e8;\n    --cs-purple-dark: #5a3fd0;\n    --cs-lavender: #eeeafd;\n    --cs-lavender-2: #f7f5ff;\n    --cs-blue: #df168f;\n    --cs-mint: #16c7d9;\n    --cs-text: #26304c;\n    --cs-muted: #66708b;\n    --cs-white: #ffffff;\n    --cs-line: rgba(16, 23, 51, 0.11);\n    --cs-shadow: 0 24px 65px rgba(31, 25, 74, 0.12);\n    --cs-radius-lg: 30px;\n    --cs-radius-md: 20px;\n    --cs-radius-sm: 14px;\n    color: var(--cs-text);\n    font-family: inherit;\n    overflow: clip;\n  }\n\n  #cs-llm-page,\n  #cs-llm-page * {\n    box-sizing: border-box;\n  }\n\n  #cs-llm-page a {\n    color: inherit;\n  }\n\n  #cs-llm-page .cs-full-bleed {\n    position: relative;\n    left: 50%;\n    width: 100vw;\n    margin-left: -50vw;\n  }\n\n  #cs-llm-page .cs-shell {\n    width: min(1180px, calc(100% - 40px));\n    margin: 0 auto;\n  }\n\n  #cs-llm-page .cs-section {\n    padding: 96px 0;\n    scroll-margin-top: 120px;\n  }\n\n  #cs-llm-page .cs-section--soft {\n    background: var(--cs-lavender-2);\n  }\n\n  #cs-llm-page .cs-section--dark {\n    color: var(--cs-white);\n    background:\n      radial-gradient(circle at 15% 10%, rgba(114, 87, 232, 0.28), transparent 32%),\n      radial-gradient(circle at 88% 85%, rgba(223, 22, 143, 0.18), transparent 30%),\n      var(--cs-navy);\n  }\n\n  #cs-llm-page .cs-kicker {\n    display: inline-flex;\n    align-items: center;\n    gap: 9px;\n    margin: 0 0 17px;\n    color: var(--cs-purple-dark);\n    font-size: 0.78rem;\n    font-weight: 800;\n    letter-spacing: 0.12em;\n    line-height: 1.3;\n    text-transform: uppercase;\n  }\n\n  #cs-llm-page .cs-kicker::before {\n    width: 28px;\n    height: 2px;\n    border-radius: 999px;\n    background: currentColor;\n    content: \"\";\n  }\n\n  #cs-llm-page .cs-section--dark .cs-kicker,\n  #cs-llm-page .cs-hero .cs-kicker {\n    color: #c9beff;\n  }\n\n  \/* Breadcrumbs *\/\n  #cs-llm-page .cs-breadcrumbs {\n    margin: 0 0 24px;\n  }\n\n  #cs-llm-page .cs-breadcrumbs ol {\n    display: flex;\n    flex-wrap: wrap;\n    align-items: center;\n    gap: 8px;\n    margin: 0;\n    padding: 0;\n    list-style: none;\n  }\n\n  #cs-llm-page .cs-breadcrumbs li {\n    display: inline-flex;\n    align-items: center;\n    gap: 8px;\n    color: rgba(255,255,255,0.64);\n    font-size: 0.78rem;\n    font-weight: 700;\n    line-height: 1.4;\n  }\n\n  #cs-llm-page .cs-breadcrumbs li:not(:last-child)::after {\n    color: rgba(255,255,255,0.34);\n    content: \"\/\";\n    font-weight: 500;\n  }\n\n  #cs-llm-page .cs-breadcrumbs a {\n    color: rgba(255,255,255,0.76);\n    text-decoration: none;\n    transition: color 0.18s ease;\n  }\n\n  #cs-llm-page .cs-breadcrumbs a:hover,\n  #cs-llm-page .cs-breadcrumbs a:focus-visible {\n    color: var(--cs-white);\n    text-decoration: underline;\n    text-underline-offset: 3px;\n  }\n\n  #cs-llm-page .cs-breadcrumbs [aria-current=\"page\"] {\n    color: #c9beff;\n  }\n\n  #cs-llm-page h1,\n  #cs-llm-page h2,\n  #cs-llm-page h3,\n  #cs-llm-page p {\n    margin-top: 0;\n  }\n\n  #cs-llm-page h1,\n  #cs-llm-page h2,\n  #cs-llm-page h3 {\n    color: var(--cs-navy);\n    font-family: inherit;\n    font-weight: 800;\n    letter-spacing: -0.035em;\n  }\n\n  #cs-llm-page h1 {\n    max-width: 760px;\n    margin-bottom: 22px;\n    color: var(--cs-white);\n    font-size: clamp(3rem, 7vw, 5.75rem);\n    line-height: 0.98;\n  }\n\n  #cs-llm-page h2 {\n    margin-bottom: 22px;\n    font-size: clamp(2.15rem, 4vw, 3.65rem);\n    line-height: 1.04;\n  }\n\n  #cs-llm-page h3 {\n    margin-bottom: 11px;\n    font-size: 1.25rem;\n    line-height: 1.25;\n  }\n\n  #cs-llm-page .cs-section--dark h2,\n  #cs-llm-page .cs-section--dark h3 {\n    color: var(--cs-white);\n  }\n\n  #cs-llm-page p {\n    color: var(--cs-muted);\n    font-size: 1.04rem;\n    line-height: 1.78;\n  }\n\n  #cs-llm-page .cs-section--dark p {\n    color: rgba(255, 255, 255, 0.75);\n  }\n\n  #cs-llm-page .cs-lead {\n    max-width: 780px;\n    font-size: clamp(1.08rem, 1.6vw, 1.25rem);\n  }\n\n  #cs-llm-page .cs-heading-row {\n    display: grid;\n    grid-template-columns: minmax(0, 0.86fr) minmax(320px, 0.72fr);\n    gap: 70px;\n    align-items: end;\n    margin-bottom: 48px;\n  }\n\n  #cs-llm-page .cs-heading-row > p {\n    margin-bottom: 5px;\n  }\n\n  #cs-llm-page .cs-button-row {\n    display: flex;\n    flex-wrap: wrap;\n    gap: 14px;\n    margin-top: 30px;\n  }\n\n  #cs-llm-page .cs-button {\n    position: relative;\n    display: inline-flex;\n    min-height: 52px;\n    align-items: center;\n    justify-content: center;\n    gap: 10px;\n    overflow: hidden;\n    padding: 14px 23px;\n    border: 1px solid transparent;\n    border-radius: 999px;\n    color: var(--cs-white);\n    background: linear-gradient(105deg, var(--cs-purple), #8d72f5 52%, var(--cs-blue));\n    box-shadow: 0 15px 36px rgba(83, 61, 200, 0.31);\n    font-size: 0.96rem;\n    font-weight: 800;\n    line-height: 1.2;\n    text-decoration: none;\n    transition: transform 0.22s ease, box-shadow 0.22s ease;\n  }\n\n  #cs-llm-page .cs-button::before {\n    position: absolute;\n    top: -40%;\n    left: -60%;\n    width: 40%;\n    height: 180%;\n    background: linear-gradient(90deg, transparent, rgba(255,255,255,0.45), transparent);\n    content: \"\";\n    transform: skewX(-18deg);\n    transition: left 0.7s ease;\n  }\n\n  #cs-llm-page .cs-button:hover {\n    color: var(--cs-white);\n    box-shadow: 0 18px 44px rgba(83, 61, 200, 0.4);\n    transform: translateY(-2px);\n  }\n\n  #cs-llm-page .cs-button:hover::before {\n    left: 125%;\n  }\n\n  #cs-llm-page .cs-button--outline {\n    border-color: rgba(255,255,255,0.36);\n    color: var(--cs-white);\n    background: rgba(255,255,255,0.06);\n    box-shadow: none;\n    backdrop-filter: blur(10px);\n  }\n\n  #cs-llm-page .cs-button--light {\n    border-color: var(--cs-line);\n    color: var(--cs-navy);\n    background: var(--cs-white);\n    box-shadow: 0 12px 28px rgba(30, 24, 70, 0.1);\n  }\n\n  #cs-llm-page .cs-button--light:hover {\n    color: var(--cs-navy);\n  }\n\n\n  \/* Remove page-builder spacing around this full-width page only. *\/\n  html:has(#cs-llm-page),\n  body:has(#cs-llm-page) {\n    margin: 0 !important;\n    padding: 0 !important;\n    overflow-x: clip;\n  }\n\n  body:has(#cs-llm-page) main:has(#cs-llm-page),\n  body:has(#cs-llm-page) article:has(#cs-llm-page),\n  body:has(#cs-llm-page) .site-main:has(#cs-llm-page),\n  body:has(#cs-llm-page) .entry-content:has(#cs-llm-page),\n  body:has(#cs-llm-page) .elementor:has(#cs-llm-page),\n  body:has(#cs-llm-page) .elementor-section:has(#cs-llm-page),\n  body:has(#cs-llm-page) .elementor-container:has(#cs-llm-page),\n  body:has(#cs-llm-page) .e-con:has(#cs-llm-page),\n  body:has(#cs-llm-page) .e-con-inner:has(#cs-llm-page),\n  body:has(#cs-llm-page) .elementor-widget-html:has(#cs-llm-page),\n  body:has(#cs-llm-page) .elementor-widget-html:has(#cs-llm-page) > .elementor-widget-container {\n    width: 100% !important;\n    max-width: none !important;\n    margin: 0 !important;\n    padding: 0 !important;\n  }\n\n  #cs-llm-page {\n    width: 100%;\n    max-width: none;\n    margin: 0 !important;\n    padding: 0 !important;\n  }\n\n  \/* Hero *\/\n  #cs-llm-page .cs-hero {\n    position: relative;\n    min-height: 700px;\n    display: flex;\n    align-items: center;\n    padding: 100px 0 80px;\n    color: var(--cs-white);\n    background:\n      radial-gradient(circle at 8% 8%, rgba(114, 87, 232, 0.42), transparent 31%),\n      radial-gradient(circle at 88% 20%, rgba(86, 184, 231, 0.22), transparent 26%),\n      linear-gradient(135deg, #111733 0%, #171f42 50%, #111733 100%);\n  }\n\n  #cs-llm-page .cs-hero::before {\n    position: absolute;\n    inset: 0;\n    opacity: 0.16;\n    background-image:\n      linear-gradient(rgba(255,255,255,0.18) 1px, transparent 1px),\n      linear-gradient(90deg, rgba(255,255,255,0.18) 1px, transparent 1px);\n    background-size: 54px 54px;\n    content: \"\";\n    mask-image: linear-gradient(to bottom, black, transparent 85%);\n  }\n\n  #cs-llm-page .cs-hero-grid {\n    position: relative;\n    z-index: 1;\n    display: grid;\n    grid-template-columns: minmax(0, 1.05fr) minmax(380px, 0.78fr);\n    gap: 64px;\n    align-items: center;\n  }\n\n  #cs-llm-page .cs-hero-copy > p {\n    max-width: 720px;\n    margin-bottom: 0;\n    color: rgba(255,255,255,0.78);\n    font-size: clamp(1.08rem, 1.7vw, 1.27rem);\n    line-height: 1.72;\n  }\n\n  #cs-llm-page .cs-hero-points {\n    display: flex;\n    flex-wrap: wrap;\n    gap: 12px 22px;\n    margin: 31px 0 0;\n    padding: 0;\n    list-style: none;\n  }\n\n  #cs-llm-page .cs-hero-points li {\n    display: flex;\n    align-items: center;\n    gap: 9px;\n    color: rgba(255,255,255,0.86);\n    font-size: 0.91rem;\n    font-weight: 700;\n  }\n\n  #cs-llm-page .cs-hero-points li::before {\n    display: grid;\n    width: 20px;\n    height: 20px;\n    flex: 0 0 20px;\n    place-items: center;\n    border-radius: 50%;\n    color: var(--cs-navy);\n    background: var(--cs-mint);\n    content: \"\u2713\";\n    font-size: 0.72rem;\n    font-weight: 900;\n  }\n\n  #cs-llm-page .cs-dashboard {\n    position: relative;\n    padding: 24px;\n    border: 1px solid rgba(255,255,255,0.16);\n    border-radius: 28px;\n    background: linear-gradient(145deg, rgba(255,255,255,0.13), rgba(255,255,255,0.045));\n    box-shadow: 0 30px 90px rgba(0,0,0,0.3);\n    backdrop-filter: blur(18px);\n  }\n\n  #cs-llm-page .cs-dashboard::after {\n    position: absolute;\n    right: -24px;\n    bottom: -24px;\n    width: 124px;\n    height: 124px;\n    border-radius: 50%;\n    background: linear-gradient(140deg, rgba(114,87,232,0.75), rgba(86,184,231,0.45));\n    content: \"\";\n    filter: blur(8px);\n    opacity: 0.7;\n    z-index: -1;\n  }\n\n  #cs-llm-page .cs-dashboard-top {\n    display: flex;\n    align-items: center;\n    justify-content: space-between;\n    gap: 16px;\n    padding-bottom: 19px;\n    border-bottom: 1px solid rgba(255,255,255,0.12);\n  }\n\n  #cs-llm-page .cs-dashboard-brand {\n    font-size: 0.73rem;\n    font-weight: 800;\n    letter-spacing: 0.12em;\n    text-transform: uppercase;\n  }\n\n  #cs-llm-page .cs-dashboard-status {\n    display: inline-flex;\n    align-items: center;\n    gap: 7px;\n    padding: 7px 10px;\n    border: 1px solid rgba(95,213,189,0.35);\n    border-radius: 999px;\n    color: #a5f3e2;\n    background: rgba(95,213,189,0.1);\n    font-size: 0.72rem;\n    font-weight: 800;\n  }\n\n  #cs-llm-page .cs-dashboard-status::before {\n    width: 7px;\n    height: 7px;\n    border-radius: 50%;\n    background: var(--cs-mint);\n    box-shadow: 0 0 0 5px rgba(95,213,189,0.1);\n    content: \"\";\n  }\n\n  #cs-llm-page .cs-dashboard-title {\n    margin: 23px 0 7px;\n    color: var(--cs-white);\n    font-size: 1.55rem;\n    font-weight: 800;\n    letter-spacing: -0.03em;\n  }\n\n  #cs-llm-page .cs-dashboard-subtitle {\n    margin-bottom: 22px;\n    color: rgba(255,255,255,0.58);\n    font-size: 0.88rem;\n    line-height: 1.55;\n  }\n\n  #cs-llm-page .cs-metric {\n    margin-top: 17px;\n  }\n\n  #cs-llm-page .cs-metric-head {\n    display: flex;\n    justify-content: space-between;\n    gap: 18px;\n    margin-bottom: 8px;\n    color: rgba(255,255,255,0.78);\n    font-size: 0.79rem;\n    font-weight: 700;\n  }\n\n  #cs-llm-page .cs-metric-head span:last-child {\n    color: #c9beff;\n  }\n\n  #cs-llm-page .cs-track {\n    height: 8px;\n    overflow: hidden;\n    border-radius: 999px;\n    background: rgba(255,255,255,0.09);\n  }\n\n  #cs-llm-page .cs-track span {\n    display: block;\n    height: 100%;\n    border-radius: inherit;\n    background: linear-gradient(90deg, var(--cs-purple), var(--cs-blue));\n  }\n\n  #cs-llm-page .cs-dashboard-note {\n    display: flex;\n    gap: 12px;\n    margin-top: 24px;\n    padding: 16px;\n    border-radius: 15px;\n    color: rgba(255,255,255,0.74);\n    background: rgba(255,255,255,0.07);\n    font-size: 0.82rem;\n    line-height: 1.55;\n  }\n\n  #cs-llm-page .cs-dashboard-note::before {\n    display: grid;\n    width: 26px;\n    height: 26px;\n    flex: 0 0 26px;\n    place-items: center;\n    border-radius: 8px;\n    color: var(--cs-white);\n    background: rgba(114,87,232,0.36);\n    content: \"\u2197\";\n    font-size: 0.9rem;\n    font-weight: 900;\n  }\n\n  \/* Cards *\/\n  #cs-llm-page .cs-grid-3,\n  #cs-llm-page .cs-grid-4 {\n    display: grid;\n    gap: 22px;\n  }\n\n  #cs-llm-page .cs-grid-3 {\n    grid-template-columns: repeat(3, minmax(0, 1fr));\n  }\n\n  #cs-llm-page .cs-grid-4 {\n    grid-template-columns: repeat(4, minmax(0, 1fr));\n  }\n\n  #cs-llm-page .cs-card {\n    position: relative;\n    height: 100%;\n    padding: 28px;\n    border: 1px solid var(--cs-line);\n    border-radius: var(--cs-radius-md);\n    background: var(--cs-white);\n    box-shadow: 0 14px 40px rgba(30,24,70,0.055);\n    transition: transform 0.22s ease, border-color 0.22s ease, box-shadow 0.22s ease;\n  }\n\n  #cs-llm-page .cs-card:hover {\n    border-color: rgba(114,87,232,0.35);\n    box-shadow: 0 20px 50px rgba(30,24,70,0.1);\n    transform: translateY(-4px);\n  }\n\n  #cs-llm-page .cs-card p:last-child {\n    margin-bottom: 0;\n  }\n\n  #cs-llm-page .cs-card-icon {\n    display: grid;\n    width: 48px;\n    height: 48px;\n    margin-bottom: 23px;\n    place-items: center;\n    border-radius: 14px;\n    color: var(--cs-purple-dark);\n    background: linear-gradient(145deg, var(--cs-lavender), #f7f4ff);\n    font-size: 0.79rem;\n    font-weight: 900;\n    letter-spacing: 0.04em;\n  }\n\n  #cs-llm-page .cs-number-card {\n    position: relative;\n    overflow: hidden;\n    padding-top: 77px;\n  }\n\n  #cs-llm-page .cs-number {\n    position: absolute;\n    top: 20px;\n    right: 24px;\n    color: rgba(114,87,232,0.12);\n    font-size: 4.5rem;\n    font-weight: 900;\n    letter-spacing: -0.08em;\n    line-height: 1;\n  }\n\n  \/* Split sections *\/\n  #cs-llm-page .cs-split {\n    display: grid;\n    grid-template-columns: minmax(0, 0.9fr) minmax(420px, 1.05fr);\n    gap: 78px;\n    align-items: center;\n  }\n\n  #cs-llm-page .cs-panel {\n    padding: clamp(28px, 5vw, 52px);\n    border: 1px solid var(--cs-line);\n    border-radius: var(--cs-radius-lg);\n    background: var(--cs-white);\n    box-shadow: var(--cs-shadow);\n  }\n\n  \/* Keep light panels readable when they sit inside a dark section. *\/\n  #cs-llm-page .cs-section--dark .cs-panel {\n    color: var(--cs-navy);\n  }\n\n  #cs-llm-page .cs-section--dark .cs-panel .cs-kicker {\n    color: var(--cs-purple-dark);\n  }\n\n  #cs-llm-page .cs-section--dark .cs-panel h3 {\n    color: var(--cs-navy);\n  }\n\n  #cs-llm-page .cs-section--dark .cs-panel .cs-list li {\n    color: var(--cs-text);\n  }\n\n  #cs-llm-page .cs-section--dark .cs-panel .cs-list li::before {\n    color: var(--cs-navy);\n    background: var(--cs-mint);\n  }\n\n  #cs-llm-page .cs-list {\n    display: grid;\n    gap: 13px;\n    margin: 26px 0 0;\n    padding: 0;\n    list-style: none;\n  }\n\n  #cs-llm-page .cs-list li {\n    position: relative;\n    padding-left: 31px;\n    color: var(--cs-text);\n    font-size: 0.98rem;\n    font-weight: 700;\n    line-height: 1.5;\n  }\n\n  #cs-llm-page .cs-list li::before {\n    position: absolute;\n    top: 0.15em;\n    left: 0;\n    display: grid;\n    width: 21px;\n    height: 21px;\n    place-items: center;\n    border-radius: 50%;\n    color: var(--cs-purple-dark);\n    background: var(--cs-lavender);\n    content: \"\u2713\";\n    font-size: 0.7rem;\n    font-weight: 900;\n  }\n\n  #cs-llm-page .cs-section--dark .cs-list li {\n    color: rgba(255,255,255,0.83);\n  }\n\n  #cs-llm-page .cs-section--dark .cs-list li::before {\n    color: var(--cs-navy);\n    background: var(--cs-mint);\n  }\n\n  #cs-llm-page .cs-signal-board {\n    position: relative;\n    overflow: hidden;\n    padding: 34px;\n    border: 1px solid rgba(255,255,255,0.12);\n    border-radius: var(--cs-radius-lg);\n    background: rgba(255,255,255,0.07);\n  }\n\n  #cs-llm-page .cs-signal-board::before {\n    position: absolute;\n    inset: 0;\n    opacity: 0.17;\n    background-image: radial-gradient(circle, rgba(255,255,255,0.65) 1px, transparent 1.5px);\n    background-size: 25px 25px;\n    content: \"\";\n  }\n\n  #cs-llm-page .cs-signal-stack {\n    position: relative;\n    display: grid;\n    gap: 14px;\n  }\n\n  #cs-llm-page .cs-signal {\n    display: grid;\n    grid-template-columns: 42px minmax(0, 1fr) auto;\n    gap: 14px;\n    align-items: center;\n    padding: 16px;\n    border: 1px solid rgba(255,255,255,0.1);\n    border-radius: 16px;\n    background: rgba(16,23,51,0.74);\n  }\n\n  #cs-llm-page .cs-signal-icon {\n    display: grid;\n    width: 42px;\n    height: 42px;\n    place-items: center;\n    border-radius: 12px;\n    color: #d6ceff;\n    background: rgba(114,87,232,0.24);\n    font-size: 0.72rem;\n    font-weight: 900;\n  }\n\n  #cs-llm-page .cs-signal strong {\n    display: block;\n    margin-bottom: 3px;\n    color: var(--cs-white);\n    font-size: 0.91rem;\n  }\n\n  #cs-llm-page .cs-signal small {\n    color: rgba(255,255,255,0.53);\n    font-size: 0.75rem;\n    line-height: 1.45;\n  }\n\n  #cs-llm-page .cs-signal-state {\n    color: var(--cs-mint);\n    font-size: 0.7rem;\n    font-weight: 800;\n    text-transform: uppercase;\n  }\n\n  \/* Deliverables *\/\n  #cs-llm-page .cs-deliverables {\n    display: grid;\n    grid-template-columns: repeat(2, minmax(0, 1fr));\n    gap: 0 42px;\n    margin-top: 30px;\n  }\n\n  #cs-llm-page .cs-deliverable {\n    display: grid;\n    grid-template-columns: 28px minmax(0, 1fr);\n    column-gap: 14px;\n    row-gap: 6px;\n    align-items: start;\n    padding: 22px 0;\n    border-bottom: 1px solid var(--cs-line);\n  }\n\n  #cs-llm-page .cs-deliverable::before {\n    display: grid;\n    grid-column: 1;\n    grid-row: 1 \/ span 2;\n    width: 28px;\n    height: 28px;\n    place-items: center;\n    border-radius: 9px;\n    color: var(--cs-purple-dark);\n    background: var(--cs-lavender);\n    content: \"\u2713\";\n    font-size: 0.76rem;\n    font-weight: 900;\n  }\n\n  #cs-llm-page .cs-deliverable strong {\n    display: block;\n    grid-column: 2;\n    margin: 0;\n    color: var(--cs-navy);\n    font-size: 1.02rem;\n    font-weight: 850;\n    line-height: 1.35;\n  }\n\n  #cs-llm-page .cs-deliverable span {\n    display: block;\n    grid-column: 2;\n    color: var(--cs-text);\n    font-size: 0.92rem;\n    font-weight: 500;\n    line-height: 1.6;\n  }\n\n  \/* Why Cadence *\/\n  #cs-llm-page .cs-why-card {\n    padding: 0;\n    overflow: hidden;\n  }\n\n  #cs-llm-page .cs-why-top {\n    min-height: 170px;\n    padding: 28px;\n    color: var(--cs-white);\n    background:\n      radial-gradient(circle at 88% 14%, rgba(86,184,231,0.26), transparent 28%),\n      linear-gradient(135deg, var(--cs-navy), var(--cs-navy-2));\n  }\n\n  #cs-llm-page .cs-why-top h3 {\n    color: var(--cs-white);\n  }\n\n  #cs-llm-page .cs-why-bottom {\n    padding: 28px;\n  }\n\n  \/* Related services *\/\n  #cs-llm-page .cs-related-link {\n    display: flex;\n    height: 100%;\n    flex-direction: column;\n    padding: 28px;\n    border: 1px solid rgba(255,255,255,0.13);\n    border-radius: var(--cs-radius-md);\n    color: var(--cs-white);\n    background: rgba(255,255,255,0.06);\n    text-decoration: none;\n    transition: transform 0.22s ease, background 0.22s ease;\n  }\n\n  #cs-llm-page .cs-related-link:hover {\n    color: var(--cs-white);\n    background: rgba(255,255,255,0.1);\n    transform: translateY(-4px);\n  }\n\n  #cs-llm-page .cs-related-link h3 {\n    color: var(--cs-white);\n  }\n\n  #cs-llm-page .cs-related-link p {\n    flex: 1;\n  }\n\n  #cs-llm-page .cs-related-link span {\n    margin-top: 18px;\n    color: #c9beff;\n    font-size: 0.86rem;\n    font-weight: 800;\n  }\n\n  \/* FAQ *\/\n  #cs-llm-page .cs-faq-wrap {\n    display: grid;\n    grid-template-columns: minmax(280px, 0.68fr) minmax(0, 1.25fr);\n    gap: 72px;\n    align-items: start;\n  }\n\n  #cs-llm-page .cs-faq-list {\n    display: grid;\n    gap: 13px;\n  }\n\n  #cs-llm-page .cs-faq {\n    overflow: hidden;\n    border: 1px solid var(--cs-line);\n    border-radius: 16px;\n    background: var(--cs-white);\n  }\n\n  #cs-llm-page .cs-faq summary {\n    position: relative;\n    padding: 21px 56px 21px 22px;\n    color: var(--cs-navy);\n    cursor: pointer;\n    font-size: 1rem;\n    font-weight: 800;\n    line-height: 1.45;\n    list-style: none;\n  }\n\n  #cs-llm-page .cs-faq summary::-webkit-details-marker {\n    display: none;\n  }\n\n  #cs-llm-page .cs-faq summary::after {\n    position: absolute;\n    top: 50%;\n    right: 21px;\n    display: grid;\n    width: 28px;\n    height: 28px;\n    place-items: center;\n    border-radius: 50%;\n    color: var(--cs-purple-dark);\n    background: var(--cs-lavender);\n    content: \"+\";\n    font-size: 1.2rem;\n    line-height: 1;\n    transform: translateY(-50%);\n  }\n\n  #cs-llm-page .cs-faq[open] summary::after {\n    content: \"\u2212\";\n  }\n\n  #cs-llm-page .cs-faq-content {\n    padding: 0 22px 22px;\n  }\n\n  #cs-llm-page .cs-faq-content p:last-child {\n    margin-bottom: 0;\n  }\n\n  \/* CTA *\/\n  #cs-llm-page .cs-final-cta {\n    padding: 88px 0;\n    color: var(--cs-white);\n    background:\n      radial-gradient(circle at 12% 20%, rgba(255,255,255,0.19), transparent 24%),\n      radial-gradient(circle at 88% 80%, rgba(86,184,231,0.32), transparent 25%),\n      linear-gradient(118deg, #6347d6, #7257e8 52%, #3f9fd0);\n  }\n\n  #cs-llm-page .cs-cta-box {\n    display: grid;\n    grid-template-columns: minmax(0, 1fr) auto;\n    gap: 50px;\n    align-items: center;\n  }\n\n  #cs-llm-page .cs-final-cta h2 {\n    max-width: 820px;\n    margin-bottom: 15px;\n    color: var(--cs-white);\n  }\n\n  #cs-llm-page .cs-final-cta p {\n    max-width: 780px;\n    margin-bottom: 0;\n    color: rgba(255,255,255,0.8);\n  }\n\n  #cs-llm-page .cs-cta-notes {\n    display: flex;\n    flex-wrap: wrap;\n    gap: 10px 20px;\n    margin-top: 23px;\n    color: rgba(255,255,255,0.8);\n    font-size: 0.8rem;\n    font-weight: 700;\n  }\n\n  #cs-llm-page .cs-cta-notes span {\n    display: inline-flex;\n    align-items: center;\n    gap: 7px;\n  }\n\n  #cs-llm-page .cs-cta-notes span::before {\n    content: \"\u2713\";\n    font-weight: 900;\n  }\n\n  @media (max-width: 1024px) {\n    #cs-llm-page .cs-hero-grid,\n    #cs-llm-page .cs-split {\n      grid-template-columns: 1fr;\n    }\n\n    #cs-llm-page .cs-dashboard {\n      max-width: 680px;\n    }\n\n    #cs-llm-page .cs-grid-4 {\n      grid-template-columns: repeat(2, minmax(0, 1fr));\n    }\n\n    #cs-llm-page .cs-heading-row,\n    #cs-llm-page .cs-faq-wrap {\n      grid-template-columns: 1fr;\n      gap: 24px;\n    }\n\n    #cs-llm-page .cs-heading-row {\n      align-items: start;\n    }\n  }\n\n  @media (max-width: 767px) {\n    #cs-llm-page .cs-shell {\n      width: min(100% - 28px, 1180px);\n    }\n\n    #cs-llm-page .cs-section {\n      padding: 70px 0;\n    }\n\n    #cs-llm-page .cs-hero {\n      min-height: auto;\n      padding: 74px 0 65px;\n    }\n\n    #cs-llm-page .cs-hero-grid {\n      gap: 44px;\n    }\n\n    #cs-llm-page h1 {\n      font-size: clamp(2.7rem, 15vw, 4rem);\n    }\n\n    #cs-llm-page h2 {\n      font-size: clamp(2rem, 10vw, 2.85rem);\n    }\n\n    #cs-llm-page .cs-grid-3,\n    #cs-llm-page .cs-grid-4,\n    #cs-llm-page .cs-deliverables {\n      grid-template-columns: 1fr;\n    }\n\n    #cs-llm-page .cs-button-row,\n    #cs-llm-page .cs-button {\n      width: 100%;\n    }\n\n    #cs-llm-page .cs-dashboard,\n    #cs-llm-page .cs-card,\n    #cs-llm-page .cs-panel,\n    #cs-llm-page .cs-signal-board {\n      border-radius: 20px;\n    }\n\n    #cs-llm-page .cs-dashboard,\n    #cs-llm-page .cs-card,\n    #cs-llm-page .cs-signal-board {\n      padding: 22px;\n    }\n\n    #cs-llm-page .cs-panel {\n      padding: 25px;\n    }\n\n    #cs-llm-page .cs-hero-points {\n      display: grid;\n    }\n\n    #cs-llm-page .cs-signal {\n      grid-template-columns: 38px minmax(0, 1fr);\n    }\n\n    #cs-llm-page .cs-signal-state {\n      grid-column: 2;\n    }\n\n    #cs-llm-page .cs-cta-box {\n      grid-template-columns: 1fr;\n      gap: 30px;\n    }\n  }\n\n  @media (prefers-reduced-motion: reduce) {\n    #cs-llm-page *,\n    #cs-llm-page *::before,\n    #cs-llm-page *::after {\n      scroll-behavior: auto !important;\n      transition: none !important;\n    }\n  }\n<\/style>\n\n<style>\n  #cs-llm-page .cs-service-card {\n    display: flex;\n    flex-direction: column;\n    color: inherit;\n    text-decoration: none;\n  }\n\n  #cs-llm-page .cs-service-card h3,\n  #cs-llm-page .cs-service-card p {\n    color: inherit;\n  }\n\n  #cs-llm-page .cs-service-card p {\n    flex: 1;\n  }\n\n  #cs-llm-page .cs-card-arrow {\n    display: inline-flex;\n    align-items: center;\n    gap: 8px;\n    margin-top: 19px;\n    color: var(--cs-purple-dark);\n    font-size: 0.84rem;\n    font-weight: 850;\n  }\n\n  #cs-llm-page .cs-card-arrow::after {\n    content: \"\u2192\";\n    transition: transform 0.2s ease;\n  }\n\n  #cs-llm-page .cs-service-card:hover .cs-card-arrow::after {\n    transform: translateX(4px);\n  }\n\n  #cs-llm-page .cs-intro-grid {\n    display: grid;\n    grid-template-columns: repeat(3, minmax(0, 1fr));\n    gap: 22px;\n    margin-top: 42px;\n  }\n\n  #cs-llm-page .cs-pillar {\n    padding: 26px 0;\n    border-top: 2px solid var(--cs-purple);\n  }\n\n  #cs-llm-page .cs-pillar h3 {\n    margin-bottom: 9px;\n  }\n\n  #cs-llm-page .cs-mini-label {\n    display: inline-flex;\n    margin-bottom: 10px;\n    color: var(--cs-purple-dark);\n    font-size: 0.72rem;\n    font-weight: 850;\n    letter-spacing: 0.1em;\n    text-transform: uppercase;\n  }\n\n  #cs-llm-page .cs-engagement-card {\n    overflow: hidden;\n    padding: 0;\n  }\n\n  #cs-llm-page .cs-engagement-head {\n    min-height: 132px;\n    padding: 27px;\n    color: var(--cs-white);\n    background:\n      radial-gradient(circle at 88% 12%, rgba(22,199,217,0.25), transparent 34%),\n      linear-gradient(135deg, var(--cs-navy), var(--cs-navy-2));\n  }\n\n  #cs-llm-page .cs-engagement-head h3 {\n    color: var(--cs-white);\n  }\n\n  #cs-llm-page .cs-engagement-body {\n    padding: 27px;\n  }\n\n  #cs-llm-page .cs-engagement-body p:last-child {\n    margin-bottom: 0;\n  }\n\n  @media (max-width: 1024px) {\n    #cs-llm-page .cs-intro-grid {\n      grid-template-columns: 1fr;\n    }\n  }\n<\/style>\n\n\n\n<style>\n  #cs-llm-page .cs-platform-row {\n    display: flex;\n    flex-wrap: wrap;\n    gap: 10px;\n    margin-top: 25px;\n  }\n\n  #cs-llm-page .cs-platform-chip {\n    display: inline-flex;\n    align-items: center;\n    min-height: 38px;\n    padding: 8px 13px;\n    border: 1px solid rgba(114,87,232,0.17);\n    border-radius: 999px;\n    color: var(--cs-navy);\n    background: var(--cs-white);\n    font-size: 0.78rem;\n    font-weight: 800;\n    box-shadow: 0 8px 22px rgba(30,24,70,0.055);\n  }\n\n  #cs-llm-page .cs-contrast-grid {\n    display: grid;\n    grid-template-columns: repeat(2, minmax(0, 1fr));\n    gap: 22px;\n    margin-top: 36px;\n  }\n\n  #cs-llm-page .cs-contrast-card {\n    height: 100%;\n    padding: 30px;\n    border-radius: var(--cs-radius-md);\n  }\n\n  #cs-llm-page .cs-contrast-card--not {\n    border: 1px solid rgba(223,22,143,0.16);\n    background: #fff8fc;\n  }\n\n  #cs-llm-page .cs-contrast-card--is {\n    border: 1px solid rgba(114,87,232,0.18);\n    background: var(--cs-lavender-2);\n  }\n\n  #cs-llm-page .cs-contrast-card h3 {\n    margin-bottom: 18px;\n  }\n\n  #cs-llm-page .cs-contrast-card .cs-list {\n    margin-top: 0;\n  }\n\n  #cs-llm-page .cs-source-note {\n    margin-top: 18px;\n    color: rgba(255,255,255,0.56);\n    font-size: 0.76rem;\n    line-height: 1.55;\n  }\n\n  @media (max-width: 767px) {\n    #cs-llm-page .cs-contrast-grid {\n      grid-template-columns: 1fr;\n    }\n  }\n<\/style>\n\n<style>\n  \/* Compact hero alignment to match the updated Cadence SEO service pages. *\/\n  #cs-llm-page h1 {\n    max-width: 700px;\n    margin-bottom: 18px;\n    font-size: clamp(2.55rem, 4.5vw, 3.9rem);\n    line-height: 1.02;\n  }\n\n  #cs-llm-page .cs-breadcrumbs {\n    margin-bottom: 16px;\n  }\n\n  #cs-llm-page .cs-hero {\n    min-height: 600px;\n    padding: 52px 0 46px;\n  }\n\n  #cs-llm-page .cs-hero-grid {\n    gap: 52px;\n  }\n\n  #cs-llm-page .cs-hero-copy > p {\n    max-width: 680px;\n    font-size: clamp(1rem, 1.25vw, 1.14rem);\n    line-height: 1.6;\n  }\n\n  #cs-llm-page .cs-hero .cs-kicker {\n    margin-bottom: 12px;\n    font-size: 0.72rem;\n  }\n\n  #cs-llm-page .cs-hero .cs-button-row {\n    margin-top: 22px;\n  }\n\n  #cs-llm-page .cs-hero .cs-button {\n    min-height: 48px;\n    padding: 12px 20px;\n    font-size: 0.9rem;\n  }\n\n  #cs-llm-page .cs-hero-points {\n    gap: 10px 18px;\n    margin-top: 22px;\n  }\n\n  #cs-llm-page .cs-hero-points li {\n    font-size: 0.84rem;\n  }\n\n  #cs-llm-page .cs-dashboard {\n    padding: 18px 20px;\n  }\n\n  #cs-llm-page .cs-dashboard-top {\n    padding-bottom: 12px;\n  }\n\n  #cs-llm-page .cs-dashboard-brand {\n    font-size: 0.68rem;\n  }\n\n  #cs-llm-page .cs-dashboard-status {\n    padding: 6px 8px;\n    font-size: 0.66rem;\n  }\n\n  #cs-llm-page .cs-dashboard-title {\n    margin: 14px 0 4px;\n    font-size: 1.3rem;\n  }\n\n  #cs-llm-page .cs-dashboard-subtitle {\n    margin-bottom: 10px;\n    font-size: 0.78rem;\n    line-height: 1.42;\n  }\n\n  #cs-llm-page .cs-metric {\n    margin-top: 10px;\n  }\n\n  #cs-llm-page .cs-metric-head {\n    margin-bottom: 5px;\n    font-size: 0.7rem;\n  }\n\n  #cs-llm-page .cs-track {\n    height: 6px;\n  }\n\n  #cs-llm-page .cs-dashboard-note {\n    margin-top: 12px;\n    padding: 10px 12px;\n    font-size: 0.7rem;\n    line-height: 1.36;\n  }\n\n  #cs-llm-page .cs-dashboard-note::before {\n    width: 21px;\n    height: 21px;\n    flex-basis: 21px;\n    font-size: 0.74rem;\n  }\n\n  @media (max-width: 1024px) {\n    #cs-llm-page .cs-hero {\n      min-height: auto;\n      padding: 60px 0 56px;\n    }\n\n    #cs-llm-page .cs-hero-grid {\n      gap: 38px;\n    }\n  }\n\n  @media (max-width: 767px) {\n    #cs-llm-page .cs-hero {\n      padding: 54px 0;\n    }\n\n    #cs-llm-page .cs-hero-grid {\n      gap: 36px;\n    }\n\n    #cs-llm-page h1 {\n      font-size: clamp(2.25rem, 11vw, 3.25rem);\n    }\n  }\n<\/style>\n\n<div id=\"cs-llm-page\">\n\n  <section class=\"cs-hero cs-full-bleed\" aria-labelledby=\"cs-llm-title\">\n    <div class=\"cs-shell cs-hero-grid\">\n      <div class=\"cs-hero-copy\">\n        <nav class=\"cs-breadcrumbs\" aria-label=\"Breadcrumb\">\n          <ol>\n            <li><a href=\"https:\/\/www.cadenceseo.com\/\">Home<\/a><\/li>\n            <li><span aria-current=\"page\">LLM &amp; AI Optimization<\/span><\/li>\n          <\/ol>\n        <\/nav>\n        <div class=\"cs-kicker\">AI Search &amp; Visibility Services<\/div>\n        <h1 id=\"cs-llm-title\">LLM Optimization Services<\/h1>\n        <p>Strengthen how your brand is discovered, understood, and represented across AI-powered search, conversational platforms, and the broader modern search journey.<\/p>\n\n        <div class=\"cs-button-row\">\n          <a class=\"cs-button\" href=\"https:\/\/www.cadenceseo.com\/free-video-audit\/\">Get a Free Video Audit <span aria-hidden=\"true\">\u2192<\/span><\/a>\n          <a class=\"cs-button cs-button--outline\" href=\"#llm-services\">Explore the Service <span aria-hidden=\"true\">\u2193<\/span><\/a>\n        <\/div>\n\n        <ul class=\"cs-hero-points\" aria-label=\"LLM optimization benefits\">\n          <li>Clearer Brand &amp; Entity Signals<\/li>\n          <li>More Useful, Citable Content<\/li>\n          <li>Measurable AI Search Visibility<\/li>\n        <\/ul>\n      <\/div>\n\n      <div class=\"cs-dashboard\" aria-label=\"Illustrative AI visibility readiness dashboard\">\n        <div class=\"cs-dashboard-top\">\n          <span class=\"cs-dashboard-brand\">Cadence SEO Analysis<\/span>\n          <span class=\"cs-dashboard-status\">AI Visibility Ready<\/span>\n        <\/div>\n        <div class=\"cs-dashboard-title\">AI Discovery Readiness<\/div>\n        <div class=\"cs-dashboard-subtitle\">A connected view of access, clarity, credibility, and measurement across modern search experiences.<\/div>\n\n        <div class=\"cs-metric\">\n          <div class=\"cs-metric-head\"><span>Crawler &amp; Index Access<\/span><span>Reviewed<\/span><\/div>\n          <div class=\"cs-track\"><span style=\"width: 92%\"><\/span><\/div>\n        <\/div>\n        <div class=\"cs-metric\">\n          <div class=\"cs-metric-head\"><span>Entity &amp; Topic Clarity<\/span><span>Mapped<\/span><\/div>\n          <div class=\"cs-track\"><span style=\"width: 84%\"><\/span><\/div>\n        <\/div>\n        <div class=\"cs-metric\">\n          <div class=\"cs-metric-head\"><span>Evidence &amp; Authority<\/span><span>Prioritized<\/span><\/div>\n          <div class=\"cs-track\"><span style=\"width: 76%\"><\/span><\/div>\n        <\/div>\n        <div class=\"cs-metric\">\n          <div class=\"cs-metric-head\"><span>Visibility Measurement<\/span><span>Connected<\/span><\/div>\n          <div class=\"cs-track\"><span style=\"width: 88%\"><\/span><\/div>\n        <\/div>\n\n        <div class=\"cs-dashboard-note\">Illustrative readiness view. No agency can guarantee inclusion, ranking, mentions, or citations in an AI-generated response.<\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"cs-section cs-full-bleed\">\n    <div class=\"cs-shell\">\n      <div class=\"cs-heading-row\">\n        <div>\n          <div class=\"cs-kicker\">Modern Search Optimization<\/div>\n          <h2>Help search systems understand why your business belongs in the answer.<\/h2>\n        <\/div>\n        <p>LLM optimization is not about manipulating a model or adding a magic tag. It is the work of making your public website and digital presence accessible, unambiguous, genuinely useful, well-supported, and connected to the topics and decisions that matter to your audience.<\/p>\n      <\/div>\n\n      <div class=\"cs-intro-grid\">\n        <div class=\"cs-pillar\">\n          <span class=\"cs-mini-label\">01 \u00b7 Be Accessible<\/span>\n          <h3>Make important information discoverable.<\/h3>\n          <p>Review crawling, indexing, rendering, robots controls, sitemaps, hosting rules, and the technical pathways search and AI systems use to reach your content.<\/p>\n        <\/div>\n        <div class=\"cs-pillar\">\n          <span class=\"cs-mini-label\">02 \u00b7 Be Understood<\/span>\n          <h3>Reduce ambiguity around your brand.<\/h3>\n          <p>Clarify who you are, what you offer, where you operate, who your experts are, and how your pages, services, products, and topics relate to one another.<\/p>\n        <\/div>\n        <div class=\"cs-pillar\">\n          <span class=\"cs-mini-label\">03 \u00b7 Be Worth Referencing<\/span>\n          <h3>Publish information with real value.<\/h3>\n          <p>Add original experience, evidence, examples, perspectives, useful media, and credible context that goes beyond repeating the same commodity information found everywhere else.<\/p>\n        <\/div>\n      <\/div>\n\n      <div class=\"cs-platform-row\" aria-label=\"AI and search experiences considered\">\n        <span class=\"cs-platform-chip\">Google AI Features<\/span>\n        <span class=\"cs-platform-chip\">ChatGPT Search<\/span>\n        <span class=\"cs-platform-chip\">Microsoft Copilot<\/span>\n        <span class=\"cs-platform-chip\">Gemini<\/span>\n        <span class=\"cs-platform-chip\">Claude<\/span>\n        <span class=\"cs-platform-chip\">Perplexity<\/span>\n        <span class=\"cs-platform-chip\">Traditional Search<\/span>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section id=\"llm-services\" class=\"cs-section cs-section--soft cs-full-bleed\">\n    <div class=\"cs-shell\">\n      <div class=\"cs-heading-row\">\n        <div>\n          <div class=\"cs-kicker\">LLM Optimization Services<\/div>\n          <h2>A complete foundation for AI-powered discovery.<\/h2>\n        <\/div>\n        <p>The right mix depends on your website, market, audience, existing authority, and the platforms that influence your customers. We prioritize the work most likely to improve clarity, usefulness, and measurable visibility.<\/p>\n      <\/div>\n\n      <div class=\"cs-grid-4\">\n        <div class=\"cs-card\">\n          <div class=\"cs-card-icon\">AUDIT<\/div>\n          <h3>AI Visibility Audit<\/h3>\n          <p>Evaluate how your brand, services, experts, and content currently appear across relevant AI and search experiences, then identify meaningful gaps.<\/p>\n        <\/div>\n        <div class=\"cs-card\">\n          <div class=\"cs-card-icon\">ACCESS<\/div>\n          <h3>Crawler &amp; Index Access<\/h3>\n          <p>Review robots directives, noindex controls, CDN and firewall rules, rendering, sitemaps, canonical signals, and access for relevant search crawlers.<\/p>\n        <\/div>\n        <div class=\"cs-card\">\n          <div class=\"cs-card-icon\">QUERY<\/div>\n          <h3>Question &amp; Intent Research<\/h3>\n          <p>Map the questions, comparisons, decision criteria, use cases, and follow-up paths your audience may explore through conversational search.<\/p>\n        <\/div>\n        <div class=\"cs-card\">\n          <div class=\"cs-card-icon\">ENTITY<\/div>\n          <h3>Entity &amp; Brand Clarity<\/h3>\n          <p>Strengthen consistent relationships between your organization, services, locations, products, people, expertise, and important topics.<\/p>\n        <\/div>\n        <div class=\"cs-card\">\n          <div class=\"cs-card-icon\">CONTENT<\/div>\n          <h3>Answer-Ready Content<\/h3>\n          <p>Improve page structure, direct answers, supporting context, headings, definitions, comparisons, examples, internal links, and conversion pathways.<\/p>\n        <\/div>\n        <div class=\"cs-card\">\n          <div class=\"cs-card-icon\">PROOF<\/div>\n          <h3>Original Evidence &amp; Expertise<\/h3>\n          <p>Develop first-hand insight, expert commentary, case examples, proprietary data, research, visuals, and other information competitors cannot easily reproduce.<\/p>\n        <\/div>\n        <div class=\"cs-card\">\n          <div class=\"cs-card-icon\">TRUST<\/div>\n          <h3>Authority &amp; Mentions<\/h3>\n          <p>Connect useful content with Digital PR, relevant editorial references, expert positioning, reputable mentions, and stronger external credibility signals.<\/p>\n        <\/div>\n        <div class=\"cs-card\">\n          <div class=\"cs-card-icon\">DATA<\/div>\n          <h3>AI Visibility Measurement<\/h3>\n          <p>Track referral traffic, cited URLs where data is available, brand representation, landing-page behavior, conversions, and changes across priority topics.<\/p>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"cs-section cs-full-bleed\">\n    <div class=\"cs-shell\">\n      <div class=\"cs-heading-row\">\n        <div>\n          <div class=\"cs-kicker\">Clear Positioning<\/div>\n          <h2>This is website and brand optimization\u2014not model engineering.<\/h2>\n        <\/div>\n        <p>The previous language around prompt engineering, embeddings, token efficiency, fine-tuning, and model deployment describes how software teams build or customize AI systems. Our service focuses on helping your business become more discoverable and understandable within the AI-powered search ecosystem.<\/p>\n      <\/div>\n\n      <div class=\"cs-contrast-grid\">\n        <div class=\"cs-contrast-card cs-contrast-card--not\">\n          <h3>LLM optimization is not:<\/h3>\n          <ul class=\"cs-list\">\n            <li>Training or fine-tuning a private language model<\/li>\n            <li>Prompt engineering for an internal AI application<\/li>\n            <li>Buying guaranteed citations or recommendations<\/li>\n            <li>Creating hundreds of thin pages for every query variation<\/li>\n            <li>Relying on a single score, file, schema type, or shortcut<\/li>\n          <\/ul>\n        <\/div>\n        <div class=\"cs-contrast-card cs-contrast-card--is\">\n          <h3>Our LLM optimization service is:<\/h3>\n          <ul class=\"cs-list\">\n            <li>Technical access and indexation analysis<\/li>\n            <li>Audience-question and decision-journey research<\/li>\n            <li>Content, entity, and information-architecture improvement<\/li>\n            <li>Original expertise, evidence, and authority development<\/li>\n            <li>Ongoing visibility, referral, and conversion measurement<\/li>\n          <\/ul>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"cs-section cs-section--dark cs-full-bleed\">\n    <div class=\"cs-shell cs-split\">\n      <div>\n        <div class=\"cs-kicker\">Connected Search Strategy<\/div>\n        <h2>AI visibility grows from the same foundation that supports strong SEO.<\/h2>\n        <p class=\"cs-lead\">Search platforms differ, but the durable work remains connected: make your content accessible, satisfy real intent, clarify important entities, add original value, earn trust, and give visitors a useful next step.<\/p>\n        <div class=\"cs-button-row\">\n          <a class=\"cs-button cs-button--outline\" href=\"https:\/\/www.cadenceseo.com\/seo-marketing-consultant\/\">Explore SEO Services <span aria-hidden=\"true\">\u2192<\/span><\/a>\n        <\/div>\n      <\/div>\n\n      <div class=\"cs-signal-board\" aria-label=\"Connected AI visibility signals\">\n        <div class=\"cs-signal-stack\">\n          <div class=\"cs-signal\">\n            <span class=\"cs-signal-icon\">01<\/span>\n            <span><strong>Accessible<\/strong><small>Crawlable, indexable, rendered, and technically clear.<\/small><\/span>\n            <span class=\"cs-signal-state\">Foundation<\/span>\n          <\/div>\n          <div class=\"cs-signal\">\n            <span class=\"cs-signal-icon\">02<\/span>\n            <span><strong>Relevant<\/strong><small>Aligned with real questions, needs, comparisons, and decisions.<\/small><\/span>\n            <span class=\"cs-signal-state\">Intent<\/span>\n          <\/div>\n          <div class=\"cs-signal\">\n            <span class=\"cs-signal-icon\">03<\/span>\n            <span><strong>Distinctive<\/strong><small>Supported by original experience, evidence, examples, and perspective.<\/small><\/span>\n            <span class=\"cs-signal-state\">Value<\/span>\n          <\/div>\n          <div class=\"cs-signal\">\n            <span class=\"cs-signal-icon\">04<\/span>\n            <span><strong>Credible<\/strong><small>Reinforced through clear authorship, consistency, references, and earned authority.<\/small><\/span>\n            <span class=\"cs-signal-state\">Trust<\/span>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"cs-section cs-full-bleed\">\n    <div class=\"cs-shell\">\n      <div class=\"cs-heading-row\">\n        <div>\n          <div class=\"cs-kicker\">Our Process<\/div>\n          <h2>A practical path from uncertainty to an actionable AI visibility strategy.<\/h2>\n        <\/div>\n        <p>We do not start with a generic list of \u201cGEO tactics.\u201d We begin with your audience, website, business priorities, existing search footprint, competitive environment, and the questions that influence real decisions.<\/p>\n      <\/div>\n\n      <div class=\"cs-grid-4\">\n        <div class=\"cs-card cs-number-card\">\n          <span class=\"cs-number\">01<\/span>\n          <h3>Discover<\/h3>\n          <p>Define target audiences, priority services, decision journeys, relevant platforms, existing analytics, competitors, and current brand representation.<\/p>\n        <\/div>\n        <div class=\"cs-card cs-number-card\">\n          <span class=\"cs-number\">02<\/span>\n          <h3>Diagnose<\/h3>\n          <p>Audit technical access, content clarity, entities, authority, question coverage, search performance, AI referrals, citations where visible, and conversion paths.<\/p>\n        <\/div>\n        <div class=\"cs-card cs-number-card\">\n          <span class=\"cs-number\">03<\/span>\n          <h3>Improve<\/h3>\n          <p>Implement prioritized technical, content, entity, structured-data, internal-linking, expertise, authority, and measurement recommendations.<\/p>\n        <\/div>\n        <div class=\"cs-card cs-number-card\">\n          <span class=\"cs-number\">04<\/span>\n          <h3>Measure &amp; Refine<\/h3>\n          <p>Monitor meaningful changes, validate implementation, review new questions and platform capabilities, and continue improving the strongest opportunities.<\/p>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"cs-section cs-section--soft cs-full-bleed\">\n    <div class=\"cs-shell cs-split\">\n      <div>\n        <div class=\"cs-kicker\">Strategy Deliverables<\/div>\n        <h2>Clear recommendations your team can actually use.<\/h2>\n        <p class=\"cs-lead\">The scope can be advisory, collaborative, implementation-focused, or ongoing. Deliverables are organized around impact, ownership, effort, and the way your marketing, content, development, and communications teams work.<\/p>\n        <div class=\"cs-button-row\">\n          <a class=\"cs-button\" href=\"https:\/\/www.cadenceseo.com\/contact\/\">Discuss Your AI Visibility Needs <span aria-hidden=\"true\">\u2192<\/span><\/a>\n        <\/div>\n      <\/div>\n\n      <div class=\"cs-deliverables\">\n        <div class=\"cs-deliverable\"><strong>AI Visibility Audit<\/strong><span>Current brand representation, priority questions, platform observations, cited pages where available, competitors, gaps, and opportunities.<\/span><\/div>\n        <div class=\"cs-deliverable\"><strong>Technical Access Review<\/strong><span>Robots directives, crawler access, indexing, rendering, canonicalization, sitemaps, security layers, and update discovery.<\/span><\/div>\n        <div class=\"cs-deliverable\"><strong>Question &amp; Intent Map<\/strong><span>Audience questions, comparisons, evaluation criteria, follow-up journeys, use cases, objections, and content opportunities.<\/span><\/div>\n        <div class=\"cs-deliverable\"><strong>Entity Clarity Plan<\/strong><span>Organization, services, products, locations, experts, topics, relationships, consistent information, and supported structured data.<\/span><\/div>\n        <div class=\"cs-deliverable\"><strong>Content Recommendations<\/strong><span>Pages to create, expand, consolidate, refresh, restructure, support with media, or connect through internal links.<\/span><\/div>\n        <div class=\"cs-deliverable\"><strong>Evidence &amp; Expertise Plan<\/strong><span>Original research, first-hand insight, expert interviews, examples, data, case material, visuals, sourcing, and editorial standards.<\/span><\/div>\n        <div class=\"cs-deliverable\"><strong>Authority Development Plan<\/strong><span>Digital PR, editorial references, linkable assets, expert positioning, relevant mentions, outreach, and credibility opportunities.<\/span><\/div>\n        <div class=\"cs-deliverable\"><strong>Measurement Framework<\/strong><span>AI referrals, landing pages, citations where tools expose them, brand representation, assisted conversions, leads, and implementation progress.<\/span><\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"cs-section cs-section--dark cs-full-bleed\">\n    <div class=\"cs-shell cs-split\">\n      <div>\n        <div class=\"cs-kicker\">Platform Readiness<\/div>\n        <h2>Different platforms. One clear and credible digital presence.<\/h2>\n        <p class=\"cs-lead\">No single tactic controls how every AI product selects, summarizes, or cites information. We build a durable foundation while accounting for platform-specific access rules, reporting capabilities, search indexes, content formats, and audience behavior.<\/p>\n        <div class=\"cs-button-row\">\n          <a class=\"cs-button cs-button--outline\" href=\"https:\/\/www.cadenceseo.com\/llm-seo\/\">Explore Large Language Model SEO <span aria-hidden=\"true\">\u2192<\/span><\/a>\n        <\/div>\n      <\/div>\n\n      <div class=\"cs-panel\">\n        <div class=\"cs-kicker\">Visibility Readiness<\/div>\n        <h3>Build information systems can use and customers can trust.<\/h3>\n        <ul class=\"cs-list\">\n          <li>Important pages are crawlable, indexable, and available in text<\/li>\n          <li>Brand, service, product, person, and location details are consistent<\/li>\n          <li>Answers are direct while still providing useful supporting context<\/li>\n          <li>Structured data accurately matches visible page information<\/li>\n          <li>Original expertise and evidence distinguish the source<\/li>\n          <li>Referral and conversion measurement connects visibility to value<\/li>\n        <\/ul>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"cs-section cs-full-bleed\">\n    <div class=\"cs-shell\">\n      <div class=\"cs-heading-row\">\n        <div>\n          <div class=\"cs-kicker\">Common Use Cases<\/div>\n          <h2>LLM optimization should solve a real visibility problem.<\/h2>\n        <\/div>\n        <p>The strategy changes based on what the organization needs to improve\u2014not the acronym currently getting the most attention.<\/p>\n      <\/div>\n\n      <div class=\"cs-grid-3\">\n        <div class=\"cs-card cs-engagement-card\">\n          <div class=\"cs-engagement-head\"><h3>Our Competitors Are Mentioned, but We Are Not<\/h3><\/div>\n          <div class=\"cs-engagement-body\"><p>Identify gaps in topic coverage, entity clarity, supporting evidence, authority, access, and the public information available about your business.<\/p><\/div>\n        <\/div>\n        <div class=\"cs-card cs-engagement-card\">\n          <div class=\"cs-engagement-head\"><h3>AI Describes Our Business Incorrectly<\/h3><\/div>\n          <div class=\"cs-engagement-body\"><p>Strengthen consistent organization, service, location, product, and expert information across the pages and sources most likely to shape understanding.<\/p><\/div>\n        <\/div>\n        <div class=\"cs-card cs-engagement-card\">\n          <div class=\"cs-engagement-head\"><h3>We Need a Search-Everywhere Content Strategy<\/h3><\/div>\n          <div class=\"cs-engagement-body\"><p>Map traditional queries, conversational questions, comparisons, media opportunities, and decision-stage needs into one coordinated content roadmap.<\/p><\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"cs-section cs-section--soft cs-full-bleed\">\n    <div class=\"cs-shell\">\n      <div class=\"cs-heading-row\">\n        <div>\n          <div class=\"cs-kicker\">Why Cadence SEO<\/div>\n          <h2>Modern AI visibility without abandoning the fundamentals.<\/h2>\n        <\/div>\n        <p>We connect AI-search opportunity with technical SEO, content, entity clarity, authority, Digital PR, analytics, and the customer journey. That keeps the strategy useful even as individual platforms and interfaces continue to change.<\/p>\n      <\/div>\n\n      <div class=\"cs-grid-4\">\n        <div class=\"cs-card cs-why-card\">\n          <div class=\"cs-why-top\"><h3>Search Expertise First<\/h3><\/div>\n          <div class=\"cs-why-bottom\"><p>We build on the technical, content, authority, and user-experience foundations that already support discoverability.<\/p><\/div>\n        <\/div>\n        <div class=\"cs-card cs-why-card\">\n          <div class=\"cs-why-top\"><h3>No Citation Guarantees<\/h3><\/div>\n          <div class=\"cs-why-bottom\"><p>We are transparent about what can be influenced, what can be measured, and what remains outside any agency\u2019s control.<\/p><\/div>\n        <\/div>\n        <div class=\"cs-card cs-why-card\">\n          <div class=\"cs-why-top\"><h3>Cross-Functional Strategy<\/h3><\/div>\n          <div class=\"cs-why-bottom\"><p>Recommendations connect SEO, content, development, PR, brand, subject-matter experts, analytics, and conversion goals.<\/p><\/div>\n        <\/div>\n        <div class=\"cs-card cs-why-card\">\n          <div class=\"cs-why-top\"><h3>Business-Focused Measurement<\/h3><\/div>\n          <div class=\"cs-why-bottom\"><p>Visibility is evaluated alongside qualified visits, engagement, leads, revenue influence, and the performance of priority pages.<\/p><\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"cs-section cs-section--dark cs-full-bleed\">\n    <div class=\"cs-shell\">\n      <div class=\"cs-heading-row\">\n        <div>\n          <div class=\"cs-kicker\">Connected Services<\/div>\n          <h2>Build the complete search-everywhere foundation.<\/h2>\n        <\/div>\n        <p>LLM optimization works best when technical access, useful content, on-page clarity, authority, and measurement are working together.<\/p>\n      <\/div>\n\n      <div class=\"cs-grid-4\">\n        <a class=\"cs-related-link\" href=\"https:\/\/www.cadenceseo.com\/llm-seo\/\">\n          <h3>Large Language Model SEO<\/h3>\n          <p>Explore the relationship between traditional SEO and visibility within large-language-model experiences.<\/p>\n          <span>Explore the service \u2192<\/span>\n        <\/a>\n        <a class=\"cs-related-link\" href=\"https:\/\/www.cadenceseo.com\/seo-marketing-consultant\/technical-seo-consulting\/\">\n          <h3>Technical SEO Consulting<\/h3>\n          <p>Improve crawling, indexing, rendering, site architecture, performance, and technical accessibility.<\/p>\n          <span>Explore the service \u2192<\/span>\n        <\/a>\n        <a class=\"cs-related-link\" href=\"https:\/\/www.cadenceseo.com\/seo-marketing-consultant\/seo-content-creation\/\">\n          <h3>SEO Content Creation<\/h3>\n          <p>Create expert-led pages and resources designed around real audience questions and business goals.<\/p>\n          <span>Explore the service \u2192<\/span>\n        <\/a>\n        <a class=\"cs-related-link\" href=\"https:\/\/www.cadenceseo.com\/seo-marketing-consultant\/seo-authority-development\/\">\n          <h3>Authority Development<\/h3>\n          <p>Strengthen credibility through original assets, expert positioning, earned mentions, and relevant references.<\/p>\n          <span>Explore the service \u2192<\/span>\n        <\/a>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"cs-section cs-full-bleed\">\n    <div class=\"cs-shell cs-faq-wrap\">\n      <div>\n        <div class=\"cs-kicker\">LLM Optimization Questions<\/div>\n        <h2>Frequently asked questions<\/h2>\n        <p>AI-powered discovery is evolving quickly. These answers explain how we approach the work without relying on guarantees or short-lived shortcuts.<\/p>\n      <\/div>\n\n      <div class=\"cs-faq-list\">\n        <details class=\"cs-faq\" open>\n          <summary>What is LLM optimization?<\/summary>\n          <div class=\"cs-faq-content\"><p>LLM optimization is the process of improving the public information, technical accessibility, content clarity, entity relationships, expertise, authority, and measurement that can influence how a business is discovered and represented in AI-powered search and conversational experiences.<\/p><\/div>\n        <\/details>\n        <details class=\"cs-faq\">\n          <summary>How is LLM optimization different from traditional SEO?<\/summary>\n          <div class=\"cs-faq-content\"><p>The foundations overlap substantially: crawling, indexing, relevance, useful content, internal linking, structured information, authority, and user experience. LLM optimization adds focused research into conversational questions, brand representation, citations where visible, platform access, entity clarity, and AI referral behavior.<\/p><\/div>\n        <\/details>\n        <details class=\"cs-faq\">\n          <summary>Can you guarantee that ChatGPT, Gemini, Claude, or another platform will mention us?<\/summary>\n          <div class=\"cs-faq-content\"><p>No. AI systems select and generate responses using changing models, indexes, retrieval methods, context, and platform policies. We improve the factors your organization can influence, but no responsible agency can guarantee a mention, citation, recommendation, or placement.<\/p><\/div>\n        <\/details>\n        <details class=\"cs-faq\">\n          <summary>Do we need special AI schema or an llms.txt file?<\/summary>\n          <div class=\"cs-faq-content\"><p>There is no universal special schema that guarantees AI visibility. Supported structured data should accurately match visible page content. Emerging files and platform-specific controls can be reviewed where relevant, but they are not substitutes for crawlability, indexation, useful content, clear entities, and credible authority.<\/p><\/div>\n        <\/details>\n        <details class=\"cs-faq\">\n          <summary>Which AI platforms do you optimize for?<\/summary>\n          <div class=\"cs-faq-content\"><p>We evaluate the platforms relevant to your audience, which may include Google\u2019s AI search features, ChatGPT search, Microsoft Copilot, Gemini, Claude, Perplexity, and other industry-specific discovery experiences. The strategy prioritizes durable improvements while accounting for platform-specific access and measurement.<\/p><\/div>\n        <\/details>\n        <details class=\"cs-faq\">\n          <summary>How do you measure AI visibility?<\/summary>\n          <div class=\"cs-faq-content\"><p>Measurement may include referral traffic, landing pages, citations and referenced URLs where tools expose them, brand representation across priority questions, visibility trends, engagement, assisted conversions, leads, and implementation progress. Available reporting differs by platform.<\/p><\/div>\n        <\/details>\n        <details class=\"cs-faq\">\n          <summary>Can you optimize our existing website content?<\/summary>\n          <div class=\"cs-faq-content\"><p>Yes. Existing pages often provide the fastest path to improvement. We can identify weak definitions, missing context, unclear entities, thin evidence, overlapping pages, poor internal connections, stale information, access issues, and conversion gaps before recommending updates or new content.<\/p><\/div>\n        <\/details>\n        <details class=\"cs-faq\">\n          <summary>What is included in the free video audit?<\/summary>\n          <div class=\"cs-faq-content\"><p>The free video audit is an introductory review designed to highlight potential search and AI-visibility gaps. It is not a replacement for a comprehensive audit, but it can reveal useful next steps and help determine whether a deeper engagement makes sense.<\/p><\/div>\n        <\/details>\n      <\/div>\n    <\/div>\n  <\/section>\n\n  <section class=\"cs-final-cta cs-full-bleed\">\n    <div class=\"cs-shell cs-cta-box\">\n      <div>\n        <div class=\"cs-kicker\">Start With Clarity<\/div>\n        <h2>Find the gaps limiting your visibility across modern search.<\/h2>\n        <p>Get a personalized video audit showing potential opportunities in your website\u2019s technical access, content clarity, authority, and AI-search readiness.<\/p>\n        <div class=\"cs-cta-notes\">\n          <span>Personalized for your website<\/span>\n          <span>No obligation<\/span>\n          <span>Clear next steps<\/span>\n        <\/div>\n      <\/div>\n      <a class=\"cs-button cs-button--light\" href=\"https:\/\/www.cadenceseo.com\/free-video-audit\/\">Get My Free Video Audit <span aria-hidden=\"true\">\u2192<\/span><\/a>\n    <\/div>\n  <\/section>\n\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n<\/div>\n\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Home LLM &amp; AI Optimization AI Search &amp; Visibility Services LLM Optimization Services Strengthen how your brand is discovered, understood, and represented across AI-powered search, conversational platforms, and the broader modern search journey. Get a Free Video Audit \u2192 Explore the Service \u2193 Clearer Brand &amp; Entity Signals More Useful, Citable Content Measurable AI Search [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":27900,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"content-type":"","footnotes":""},"class_list":["post-27949","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.1 (Yoast SEO v28.1) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>LLM Optimization Techniques for Businesses Today<\/title>\n<meta name=\"description\" content=\"Transform your brand with LLM Optimization services. Get featured in AI-generated recommendations and improve your online presence.\" \/>\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.cadenceseo.com\/es\/optimizacion-de-llm\/\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"LLM Optimization\" \/>\n<meta property=\"og:description\" content=\"Transform your brand with LLM Optimization services. 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