{"id":16244,"date":"2025-03-07T08:39:35","date_gmt":"2025-03-07T01:39:35","guid":{"rendered":"https:\/\/seongon.com\/blog\/ca-nhan-hoa-noi-dung-ai"},"modified":"2026-07-15T15:45:09","modified_gmt":"2026-07-15T08:45:09","slug":"ca-nhan-hoa-noi-dung-ai","status":"publish","type":"blog","link":"https:\/\/seongon.com\/en\/ai-driven-content-personalization.html","title":{"rendered":"Understanding AI-driven content personalization and how to apply it effectively"},"content":{"rendered":"

B\u1ea1n c\u00f3 th\u1ec3 \u0111\u00e3 tr\u1ea3i nghi\u1ec7m c\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung AI h\u00e0ng ng\u00e0y m\u00e0 kh\u00f4ng nh\u1eadn ra. V\u00ed d\u1ee5, Netflix \u0111\u1ec1 xu\u1ea5t phim d\u1ef1a tr\u00ean s\u1edf th\u00edch c\u1ee7a b\u1ea1n, Spotify t\u1ea1o danh s\u00e1ch ph\u00e1t ph\u00f9 h\u1ee3p v\u1edbi th\u00f3i quen nghe nh\u1ea1c c\u1ee7a b\u1ea1n. AI xu\u1ea5t hi\u1ec7n \u1edf kh\u1eafp n\u01a1i, gi\u00fap c\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung theo nhu c\u1ea7u ng\u01b0\u1eddi d\u00f9ng.<\/span><\/em><\/p>\n

Nh\u01b0ng kh\u00f4ng ch\u1ec9 c\u00e1c “\u00f4ng l\u1edbn” nh\u01b0 Netflix hay Spotify m\u1edbi c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng AI v\u00e0o c\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung. C\u00e1c doanh nghi\u1ec7p \u1edf m\u1ecdi quy m\u00f4 \u0111\u1ec1u c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7 n\u00e0y \u0111\u1ec3 t\u0103ng m\u1ee9c \u0111\u1ed9 t\u01b0\u01a1ng t\u00e1c tr\u00ean trang web, c\u1ea3i thi\u1ec7n t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i v\u00e0 gi\u1eef ch\u00e2n kh\u00e1ch h\u00e0ng hi\u1ec7u qu\u1ea3 h\u01a1n. Trong b\u00e0i vi\u1ebft n\u00e0y, ch\u00fang ta s\u1ebd c\u00f9ng t\u00ecm hi\u1ec3u chi ti\u1ebft c\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung b\u1eb1ng AI l\u00e0 g\u00ec? L\u1ee3i \u00edch c\u1ee7a c\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung \u0111\u1ed1i v\u1edbi website v\u00e0 chi\u1ebfn l\u01b0\u1ee3c marketing.<\/span><\/em><\/p>\n

<\/span>1. C\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung b\u1eb1ng AI l\u00e0 g\u00ec? T\u1ea1i sao quan tr\u1ecdng?<\/span><\/span><\/h2>\n

C\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung l\u00e0 qu\u00e1 tr\u00ecnh \u0111i\u1ec1u ch\u1ec9nh n\u1ed9i dung theo s\u1edf th\u00edch, h\u00e0nh vi c\u1ee7a t\u1eebng ng\u01b0\u1eddi d\u00f9ng d\u1ef1a tr\u00ean d\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c. \u0110i\u1ec1u n\u00e0y gi\u00fap c\u00e1c doanh nghi\u1ec7p cung c\u1ea5p th\u00f4ng tin ph\u00f9 h\u1ee3p, \u0111\u00fang th\u1eddi \u0111i\u1ec3m, \u0111\u00fang \u0111\u1ed1i t\u01b0\u1ee3ng.<\/span><\/p>\n

\"C\u00e1
C\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung b\u1eb1ng AI<\/figcaption><\/figure>\n

Khi s\u1eed d\u1ee5ng AI v\u00e0o c\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung, c\u00f4ng ngh\u1ec7 s\u1ebd ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u1edf m\u1ee9c s\u00e2u h\u01a1n, \u0111\u01b0a ra \u0111\u1ec1 xu\u1ea5t ch\u00ednh x\u00e1c h\u01a1n so v\u1edbi ph\u01b0\u01a1ng ph\u00e1p th\u1ee7 c\u00f4ng. AI c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng t\u1ed1i \u01b0u n\u1ed9i dung tr\u00ean website, email, qu\u1ea3ng c\u00e1o,… gi\u00fap doanh nghi\u1ec7p ti\u1ebfp c\u1eadn kh\u00e1ch h\u00e0ng m\u1ed9t c\u00e1ch th\u00f4ng minh v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/span><\/p>\n

Theo b\u00e1o c\u00e1o <\/span>State of Generative AI<\/span> c\u1ee7a HubSpot:<\/span><\/p>\n

    \n
  • 77% nh\u00e0 ti\u1ebfp th\u1ecb<\/span> tin r\u1eb1ng AI gi\u00fap c\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung hi\u1ec7u qu\u1ea3 h\u01a1n.<\/span><\/li>\n
  • 96% nh\u00e0 ti\u1ebfp th\u1ecb<\/span> nh\u1eadn th\u1ea5y c\u00e1 nh\u00e2n h\u00f3a l\u00e0m t\u0103ng s\u1ed1 l\u1ea7n mua h\u00e0ng l\u1eb7p l\u1ea1i.<\/span><\/li>\n
  • 94% nh\u00e0 ti\u1ebfp th\u1ecb<\/span> cho r\u1eb1ng c\u00e1 nh\u00e2n h\u00f3a th\u00fac \u0111\u1ea9y doanh s\u1ed1 b\u00e1n h\u00e0ng.<\/span><\/li>\n<\/ul>\n

    R\u00f5 r\u00e0ng, AI kh\u00f4ng ch\u1ec9 gi\u00fap doanh nghi\u1ec7p ti\u1ebft ki\u1ec7m th\u1eddi gian m\u00e0 c\u00f2n t\u1ea1o ra t\u00e1c \u0111\u1ed9ng th\u1ef1c t\u1ebf \u0111\u1ebfn doanh thu.<\/span><\/p>\n

    T\u1ea1i sao c\u00e1 nh\u00e2n h\u00f3a l\u1ea1i quan tr\u1ecdng?<\/span><\/p>\n

    Theo Mike Ford, CEO c\u1ee7a <\/span>Skydeo<\/span> – m\u1ed9t c\u00f4ng ty chuy\u00ean cung c\u1ea5p d\u1eef li\u1ec7u gi\u00fap nh\u00e0 qu\u1ea3ng c\u00e1o nh\u1eafm m\u1ee5c ti\u00eau ch\u00ednh x\u00e1c h\u01a1n – \u0111\u00e3 chia s\u1ebb v\u1ec1 vai tr\u00f2 c\u1ee7a c\u00e1 nh\u00e2n h\u00f3a trong marketing.<\/span><\/p>\n

    “C\u00e1 nh\u00e2n h\u00f3a kh\u00f4ng c\u00f2n l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn, n\u00f3 l\u00e0 b\u1eaft bu\u1ed9c n\u1ebfu b\u1ea1n mu\u1ed1n c\u00f3 l\u1ee3i th\u1ebf c\u1ea1nh tranh. C\u00e1 nh\u00e2n ho\u00e1 gi\u00fap th\u01b0\u01a1ng hi\u1ec7u bi\u1ebfn tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng t\u1eeb b\u00ecnh th\u01b0\u1eddng th\u00e0nh \u0111\u00e1ng nh\u1edb. Khi kh\u00e1ch h\u00e0ng c\u1ea3m th\u1ea5y m\u1ed9t th\u01b0\u01a1ng hi\u1ec7u th\u1ef1c s\u1ef1 hi\u1ec3u h\u1ecd, h\u1ecd s\u1ebd t\u01b0\u01a1ng t\u00e1c nhi\u1ec1u h\u01a1n, mua h\u00e0ng nhi\u1ec1u h\u01a1n v\u00e0 trung th\u00e0nh h\u01a1n.\u201d<\/span><\/i><\/p>\n

    \u00d4ng c\u0169ng nh\u1ea5n m\u1ea1nh r\u1eb1ng nh\u1eefng “g\u00e3 kh\u1ed5ng l\u1ed3” nh\u01b0 <\/span>Netflix, Amazon, Spotify<\/span> \u0111\u00e3 \u0111\u1eb7t ra ti\u00eau chu\u1ea9n m\u1edbi v\u1ec1 c\u00e1 nh\u00e2n h\u00f3a. H\u1ecd cung c\u1ea5p tr\u1ea3i nghi\u1ec7m ph\u00f9 h\u1ee3p \u0111\u1ebfn m\u1ee9c ng\u01b0\u1eddi d\u00f9ng c\u1ea3m th\u1ea5y kh\u00f4ng th\u1ec3 thi\u1ebfu.<\/span><\/p>\n

    Ng\u00e0y nay, kh\u00e1ch h\u00e0ng mong \u0111\u1ee3i m\u1ee9c \u0111\u1ed9 c\u00e1 nh\u00e2n h\u00f3a \u0111\u00f3 \u1edf m\u1ecdi n\u01a1i. <\/span>71% ng\u01b0\u1eddi ti\u00eau d\u00f9ng <\/span>k\u1ef3 v\u1ecdng c\u00e1c th\u01b0\u01a1ng hi\u1ec7u cung c\u1ea5p tr\u1ea3i nghi\u1ec7m ph\u00f9 h\u1ee3p v\u1edbi h\u1ecd – n\u1ebfu kh\u00f4ng, h\u1ecd c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng r\u1eddi \u0111i \u0111\u1ec3 t\u00ecm m\u1ed9t l\u1ef1a ch\u1ecdn kh\u00e1c t\u1ed1t h\u01a1n.<\/span><\/p>\n

    <\/span>2. L\u1ee3i \u00edch c\u1ee7a AI trong c\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung<\/span><\/span><\/h2>\n

    T\u1eeb tr\u01b0\u1edbc \u0111\u1ebfn nay, c\u00e1c nh\u00e0 ti\u1ebfp th\u1ecb v\u1eabn d\u1ef1a v\u00e0o d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh giao di\u1ec7n v\u00e0 tr\u1ea3i nghi\u1ec7m trang web. Nh\u01b0ng v\u1edbi AI, kh\u1ea3 n\u0103ng c\u00e1 nh\u00e2n h\u00f3a \u0111\u00e3 \u0111\u01b0\u1ee3c n\u00e2ng l\u00ean m\u1ed9t t\u1ea7m cao m\u1edbi.<\/span><\/p>\n

    Ford chia s\u1ebb:<\/span> \u201cAI gi\u00fap c\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung ti\u1ebfp th\u1ecb v\u00e0 trang web v\u1edbi quy m\u00f4 l\u1edbn, \u0111i\u1ec1u m\u00e0 tr\u01b0\u1edbc \u0111\u00e2y r\u1ea5t kh\u00f3 th\u1ef1c hi\u1ec7n.\u201d<\/span><\/p>\n

    C\u00e1c c\u00f4ng c\u1ee5 AI kh\u00f4ng ch\u1ec9 cung c\u1ea5p th\u00f4ng tin theo th\u1eddi gian th\u1ef1c m\u00e0 c\u00f2n linh ho\u1ea1t \u0111i\u1ec1u ch\u1ec9nh theo h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng. \u0110i\u1ec1u n\u00e0y gi\u00fap doanh nghi\u1ec7p kh\u00f4ng ch\u1ec9 n\u00e2ng cao tr\u1ea3i nghi\u1ec7m c\u00e1 nh\u00e2n h\u00f3a m\u00e0 c\u00f2n ti\u1ebft ki\u1ec7m \u0111\u00e1ng k\u1ec3 th\u1eddi gian v\u00e0 ngu\u1ed3n l\u1ef1c.<\/span><\/p>\n

    \"AI
    AI gi\u00fap c\u00e1 nh\u00e2n ho\u00e1 n\u1ed9i dung tr\u00ean website v\u1edbi quy m\u00f4 d\u1eef li\u1ec7u l\u1edbn<\/figcaption><\/figure>\n

    Ng\u00e0nh n\u00e0o h\u01b0\u1edfng l\u1ee3i nhi\u1ec1u nh\u1ea5t t\u1eeb AI?<\/span><\/p>\n

    Nh\u1eefng l\u0129nh v\u1ef1c c\u00f3 l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng l\u1edbn s\u1ebd t\u1eadn d\u1ee5ng AI t\u1ed1t nh\u1ea5t \u0111\u1ec3 c\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m, v\u00ed d\u1ee5 nh\u01b0:<\/span><\/p>\n

      \n
    • Th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed<\/span>: \u0110\u1ec1 xu\u1ea5t s\u1ea3n ph\u1ea9m ph\u00f9 h\u1ee3p v\u1edbi s\u1edf th\u00edch t\u1eebng kh\u00e1ch h\u00e0ng.<\/span><\/li>\n
    • Du l\u1ecbch<\/span>: G\u1ee3i \u00fd h\u00e0nh tr\u00ecnh c\u00e1 nh\u00e2n h\u00f3a d\u1ef1a tr\u00ean l\u1ecbch s\u1eed t\u00ecm ki\u1ebfm.<\/span><\/li>\n
    • Gi\u1ea3i tr\u00ed<\/span>: T\u1ea1o danh s\u00e1ch ph\u00e1t nh\u1ea1c, phim theo s\u1edf th\u00edch ng\u01b0\u1eddi d\u00f9ng.<\/span><\/li>\n<\/ul>\n

      Nh\u01b0ng d\u00f9 b\u1ea1n ho\u1ea1t \u0111\u1ed9ng trong ng\u00e0nh n\u00e0o, AI v\u1eabn mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch to l\u1edbn:<\/span><\/p>\n

      2.1. T\u0103ng m\u1ee9c \u0111\u1ed9 t\u01b0\u01a1ng t\u00e1c<\/span><\/h3>\n

      AI gi\u00fap th\u01b0\u01a1ng hi\u1ec7u \u0111\u01b0a ra g\u1ee3i \u00fd ph\u00f9 h\u1ee3p h\u01a1n, gi\u1eef ch\u00e2n ng\u01b0\u1eddi d\u00f9ng tr\u00ean website l\u00e2u h\u01a1n, t\u1eeb \u0111\u00f3 gi\u1ea3m t\u1ef7 l\u1ec7 r\u1eddi trang.<\/span><\/p>\n

      2.2. C\u1ea3i thi\u1ec7n t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i<\/span><\/h3>\n

      Kh\u00e1ch h\u00e0ng c\u00f3 xu h\u01b0\u1edbng mua h\u00e0ng cao h\u01a1n khi nh\u1eadn \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t ch\u00ednh x\u00e1c v\u1edbi nhu c\u1ea7u c\u1ee7a h\u1ecd. Nh\u01b0 Ford n\u00f3i: <\/span>\u201cC\u00e1 nh\u00e2n h\u00f3a gi\u00fap h\u00e0nh tr\u00ecnh kh\u00e1ch h\u00e0ng m\u01b0\u1ee3t m\u00e0 h\u01a1n, gi\u1ea3m b\u1edbt r\u00e0o c\u1ea3n trong quy\u1ebft \u0111\u1ecbnh mua s\u1eafm.\u201d<\/span><\/i><\/p>\n

      2.3. T\u0103ng kh\u1ea3 n\u0103ng gi\u1eef ch\u00e2n kh\u00e1ch h\u00e0ng<\/span><\/h3>\n

      Khi c\u1ea3m th\u1ea5y \u0111\u01b0\u1ee3c quan t\u00e2m, kh\u00e1ch h\u00e0ng s\u1ebd g\u1eafn b\u00f3 l\u00e2u d\u00e0i v\u1edbi th\u01b0\u01a1ng hi\u1ec7u. \u0110i\u1ec3n h\u00ecnh nh\u01b0 Spotify \u2013 ng\u01b0\u1eddi d\u00f9ng quay l\u1ea1i m\u1ed7i tu\u1ea7n v\u00ec danh s\u00e1ch ph\u00e1t <\/span>Discover Weekly<\/span> lu\u00f4n ph\u00f9 h\u1ee3p v\u1edbi s\u1edf th\u00edch c\u00e1 nh\u00e2n.<\/span><\/p>\n

      2.4. N\u00e2ng cao hi\u1ec7u su\u1ea5t l\u00e0m vi\u1ec7c<\/span><\/h3>\n

      AI t\u1ef1 \u0111\u1ed9ng h\u00f3a nhi\u1ec1u quy tr\u00ecnh, gi\u00fap gi\u1ea3m kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c th\u1ee7 c\u00f4ng. Thay v\u00ec ph\u1ea3i t\u1ef1 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, doanh nghi\u1ec7p c\u00f3 th\u1ec3 d\u1ef1a v\u00e0o AI \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c \u0111\u1ec1 xu\u1ea5t ch\u00ednh x\u00e1c ch\u1ec9 trong v\u00e0i gi\u00e2y.<\/span><\/p>\n

      2.5. T\u1ed1i \u01b0u h\u00f3a li\u00ean t\u1ee5c<\/span><\/h3>\n

      AI kh\u00f4ng ng\u1eebng h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u ng\u01b0\u1eddi d\u00f9ng. C\u00e0ng c\u00f3 nhi\u1ec1u d\u1eef li\u1ec7u, AI c\u00e0ng t\u1ed1i \u01b0u h\u00f3a t\u1ed1t h\u01a1n, gi\u00fap doanh nghi\u1ec7p li\u00ean t\u1ee5c c\u1ea3i thi\u1ec7n chi\u1ebfn l\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a c\u1ee7a m\u00ecnh.<\/span><\/p>\n

      <\/span>3. C\u00e1ch s\u1eed d\u1ee5ng AI \u0111\u1ec3 c\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung trang web<\/span><\/span><\/h2>\n

      AI kh\u00f4ng ch\u1ec9 gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f4ng vi\u1ec7c m\u00e0 c\u00f2n h\u1ed7 tr\u1ee3 c\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung hi\u1ec7u qu\u1ea3 h\u01a1n. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng c\u00e1ch b\u1ea1n c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng AI \u0111\u1ec3 t\u1ed1i \u01b0u tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng tr\u00ean website c\u1ee7a m\u00ecnh.<\/span><\/p>\n

      3.1. Ph\u00e2n kh\u00fac kh\u00e1ch h\u00e0ng th\u00f4ng minh<\/span><\/h3>\n

      Thay v\u00ec ch\u1ec9 chia kh\u00e1ch h\u00e0ng theo \u0111\u1ed9 tu\u1ed5i, gi\u1edbi t\u00ednh hay khu v\u1ef1c, AI c\u00f3 th\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u00e2u h\u01a1n \u0111\u1ec3 t\u1ea1o ra c\u00e1c nh\u00f3m kh\u00e1ch h\u00e0ng d\u1ef1a tr\u00ean h\u00e0nh vi v\u00e0 s\u1edf th\u00edch th\u1ef1c t\u1ebf.<\/span><\/p>\n

      V\u00ed d\u1ee5, AI c\u00f3 th\u1ec3 nh\u1eadn di\u1ec7n nh\u1eefng kh\u00e1ch h\u00e0ng th\u01b0\u1eddng xuy\u00ean xem m\u1ed9t lo\u1ea1i s\u1ea3n ph\u1ea9m nh\u01b0ng ch\u01b0a mua, t\u1eeb \u0111\u00f3 t\u1ef1 \u0111\u1ed9ng g\u1ee3i \u00fd n\u1ed9i dung ph\u00f9 h\u1ee3p ho\u1eb7c g\u1eedi \u01b0u \u0111\u00e3i c\u00e1 nh\u00e2n h\u00f3a \u0111\u1ec3 t\u0103ng kh\u1ea3 n\u0103ng chuy\u1ec3n \u0111\u1ed5i.<\/span><\/p>\n

      \"AI
      AI gi\u00fap ph\u00e2n kh\u00fac kh\u00e1ch h\u00e0ng th\u00f4ng minh<\/figcaption><\/figure>\n

      3.2. D\u1ef1 \u0111o\u00e1n nhu c\u1ea7u kh\u00e1ch h\u00e0ng<\/span><\/h3>\n

      M\u1ed9t trong nh\u1eefng th\u1ebf m\u1ea1nh l\u1edbn nh\u1ea5t c\u1ee7a AI l\u00e0 kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n. Khi b\u1ea1n th\u1ea5y m\u1ee5c “B\u1ea1n c\u0169ng c\u00f3 th\u1ec3 th\u00edch” tr\u00ean c\u00e1c trang th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed, \u0111\u00f3 ch\u00ednh l\u00e0 AI \u0111ang ho\u1ea1t \u0111\u1ed9ng.<\/span><\/p>\n

      Thay v\u00ec ch\u1ec9 \u0111\u1ec1 xu\u1ea5t nh\u1eefng s\u1ea3n ph\u1ea9m li\u00ean quan r\u00f5 r\u00e0ng, AI c\u00f3 th\u1ec3 \u0111\u01b0a ra g\u1ee3i \u00fd d\u1ef1a tr\u00ean nh\u1eefng h\u00e0nh vi ti\u1ec1m \u1ea9n m\u00e0 kh\u00e1ch h\u00e0ng ch\u01b0a nh\u1eadn ra. M\u1ed9t kh\u1ea3o s\u00e1t c\u1ee7a McKinsey ch\u1ec9 ra r\u1eb1ng kh\u00e1ch h\u00e0ng \u0111\u00e1nh gi\u00e1 cao nh\u1eefng \u0111\u1ec1 xu\u1ea5t b\u1ea5t ng\u1edd nh\u01b0ng h\u1eefu \u00edch t\u1eeb th\u01b0\u01a1ng hi\u1ec7u.<\/span><\/p>\n

      3.3. C\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m theo th\u1eddi gian th\u1ef1c<\/span><\/h3>\n

      C\u00e1c th\u01b0\u01a1ng hi\u1ec7u l\u1edbn nh\u01b0 Ford d\u1ef1 \u0111o\u00e1n r\u1eb1ng AI s\u1ebd gi\u00fap c\u00e1c website tr\u1edf n\u00ean th\u00f4ng minh h\u01a1n, c\u00f3 th\u1ec3 nh\u1eadn bi\u1ebft nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng tr\u01b0\u1edbc c\u1ea3 khi h\u1ecd t\u00ecm ki\u1ebfm.<\/span><\/p>\n

      Nh\u1edd x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u n\u00e2ng cao, AI c\u00f3 th\u1ec3:<\/span><\/p>\n

        \n
      • \u0110\u1ec1 xu\u1ea5t n\u1ed9i dung, s\u1ea3n ph\u1ea9m, d\u1ecbch v\u1ee5 d\u1ef1a tr\u00ean h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/span><\/li>\n
      • T\u1ef1 \u0111\u1ed9ng \u0111i\u1ec1u ch\u1ec9nh giao di\u1ec7n website theo s\u1edf th\u00edch c\u00e1 nh\u00e2n.<\/span><\/li>\n
      • C\u1eadp nh\u1eadt \u01b0u \u0111\u00e3i theo th\u1eddi gian th\u1ef1c, gi\u00fap kh\u00e1ch h\u00e0ng nh\u1eadn \u0111\u01b0\u1ee3c th\u00f4ng tin ph\u00f9 h\u1ee3p nh\u1ea5t.<\/span><\/li>\n<\/ul>\n

        T\u00f3m l\u1ea1i, AI kh\u00f4ng ch\u1ec9 gi\u00fap doanh nghi\u1ec7p hi\u1ec3u kh\u00e1ch h\u00e0ng h\u01a1n m\u00e0 c\u00f2n n\u00e2ng cao tr\u1ea3i nghi\u1ec7m mua s\u1eafm v\u00e0 t\u01b0\u01a1ng t\u00e1c, gi\u00fap t\u0103ng t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/span><\/p>\n

        3.4. Hi\u1ec3u kh\u00e1ch h\u00e0ng \u0111\u1ec3 ti\u1ebfp c\u1eadn th\u00f4ng minh h\u01a1n<\/span><\/h3>\n

        B\u1ea1n \u0111\u00e3 bao gi\u1edd nh\u1eadn \u0111\u01b0\u1ee3c email nh\u1eafc nh\u1edf v\u1ec1 s\u1ea3n ph\u1ea9m trong gi\u1ecf h\u00e0ng m\u00e0 b\u1ea1n ch\u01b0a mua ho\u1eb7c th\u00f4ng b\u00e1o m\u1eddi b\u1ea1n quay l\u1ea1i ti\u1ebfp t\u1ee5c mua s\u1eafm ch\u01b0a? Nh\u1eefng tin nh\u1eafn t\u1ef1 \u0111\u1ed9ng n\u00e0y \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a d\u1ef1a tr\u00ean h\u00e0nh vi c\u1ee7a b\u1ea1n tr\u00ean website. Nh\u01b0ng AI c\u00f3 th\u1ec3 gi\u00fap l\u00e0m \u0111\u01b0\u1ee3c nhi\u1ec1u h\u01a1n th\u1ebf.<\/span><\/p>\n

        AI kh\u00f4ng ch\u1ec9 theo d\u00f5i m\u00e0 c\u00f2n ph\u00e2n t\u00edch h\u00e0nh vi kh\u00e1ch h\u00e0ng s\u00e2u h\u01a1n so v\u1edbi c\u00e1ch th\u1ee7 c\u00f4ng hay c\u00e1c c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a th\u00f4ng th\u01b0\u1eddng. Nh\u1edd kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn, AI gi\u00fap c\u00e1c nh\u00e0 ti\u1ebfp th\u1ecb hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 c\u00e1ch kh\u00e1ch h\u00e0ng \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh.<\/span><\/p>\n

        V\u00ed d\u1ee5: If m\u1ed9t kh\u00e1ch h\u00e0ng b\u1ecf qu\u00ean s\u1ea3n ph\u1ea9m trong gi\u1ecf h\u00e0ng, thay v\u00ec ch\u1ec9 g\u1eedi email nh\u1eafc nh\u1edf, AI c\u00f3 th\u1ec3 \u0111\u1ec1 xu\u1ea5t m\u1ed9t s\u1ea3n ph\u1ea9m ph\u00f9 h\u1ee3p kh\u00e1c \u0111\u1ec3 t\u0103ng kh\u1ea3 n\u0103ng chuy\u1ec3n \u0111\u1ed5i.<\/span><\/p>\n

        AI c\u0169ng gi\u00fap t\u1ed1i \u01b0u ti\u1ebfp th\u1ecb \u0111a k\u00eanh. H\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng b\u1ea1n s\u1edf h\u1eefu m\u1ed9t c\u1eeda h\u00e0ng gi\u00e0y v\u1edbi c\u1ea3 k\u00eanh b\u00e1n online v\u00e0 c\u1eeda h\u00e0ng v\u1eadt l\u00fd. N\u1ebfu m\u1ed9t kh\u00e1ch h\u00e0ng \u0111\u1eb7t hai k\u00edch c\u1ee1 kh\u00e1c nhau v\u00e0o gi\u1ecf h\u00e0ng nh\u01b0ng kh\u00f4ng ho\u00e0n t\u1ea5t mua h\u00e0ng, AI c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng g\u1eedi email m\u1eddi h\u1ecd \u0111\u1ebfn c\u1eeda h\u00e0ng \u0111\u1ec3 th\u1eed tr\u1ef1c ti\u1ebfp. \u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m mua s\u1eafm m\u00e0 c\u00f2n gi\u00fap t\u0103ng t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i hi\u1ec7u qu\u1ea3 h\u01a1n.<\/span><\/p>\n

        <\/span>4. M\u1eb9o \u1ee9ng d\u1ee5ng AI \u0111\u1ec3 c\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung tr\u00ean website<\/span><\/span><\/h2>\n

        N\u1ebfu b\u1ea1n gi\u1ed1ng t\u00f4i, b\u1ea1n s\u1ebd th\u00edch nh\u1eefng v\u00ed d\u1ee5 th\u1ef1c t\u1ebf. T\u00f4i \u0111\u00e3 t\u00ecm ki\u1ebfm v\u00e0 t\u1ed5ng h\u1ee3p m\u1ed9t s\u1ed1 c\u00e1ch m\u00e0 c\u00e1c th\u01b0\u01a1ng hi\u1ec7u \u0111ang s\u1eed d\u1ee5ng AI \u0111\u1ec3 c\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung tr\u00ean website. B\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o v\u00e0 \u00e1p d\u1ee5ng nh\u1eefng chi\u1ebfn l\u01b0\u1ee3c n\u00e0y \u0111\u1ec3 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng v\u00e0 t\u0103ng t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i.<\/span><\/p>\n

        4.1. G\u1ee3i \u00fd n\u1ed9i dung v\u00e0 s\u1ea3n ph\u1ea9m theo s\u1edf th\u00edch ng\u01b0\u1eddi d\u00f9ng<\/span><\/h3>\n

        \u0110\u1ec1 xu\u1ea5t s\u1ea3n ph\u1ea9m ho\u1eb7c n\u1ed9i dung d\u1ef1a tr\u00ean s\u1edf th\u00edch v\u00e0 h\u00e0nh vi tr\u01b0\u1edbc \u0111\u00f3 c\u1ee7a ng\u01b0\u1eddi d\u00f9ng l\u00e0 m\u1ed9t trong nh\u1eefng c\u00e1ch ph\u1ed5 bi\u1ebfn nh\u1ea5t \u0111\u1ec3 c\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m tr\u00ean website.<\/span><\/p>\n

          \n
        • V\u00ed d\u1ee5 t\u1eeb Amazon<\/span>: Khi b\u1ea1n quay l\u1ea1i trang ch\u1ee7 Amazon, b\u1ea1n s\u1ebd th\u1ea5y c\u00e1c s\u1ea3n ph\u1ea9m v\u00e0 danh m\u1ee5c \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb d\u1ef1a tr\u00ean l\u1ecbch s\u1eed mua s\u1eafm c\u1ee7a m\u00ecnh. \u0110\u00e2y l\u00e0 c\u00e1ch AI gi\u00fap c\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m, gi\u00fap kh\u00e1ch h\u00e0ng d\u1ec5 d\u00e0ng t\u00ecm th\u1ea5y s\u1ea3n ph\u1ea9m ph\u00f9 h\u1ee3p.<\/span><\/li>\n
        • V\u00ed d\u1ee5 t\u1eeb ng\u00e0nh m\u1ef9 ph\u1ea9m<\/span>: M\u1ed9t s\u1ed1 th\u01b0\u01a1ng hi\u1ec7u trang \u0111i\u1ec3m s\u1eed d\u1ee5ng AI \u0111\u1ec3 \u0111\u01b0a ra g\u1ee3i \u00fd s\u1ea3n ph\u1ea9m d\u1ef1a tr\u00ean nhu c\u1ea7u c\u00e1 nh\u00e2n. Ch\u1eb3ng h\u1ea1n, Laura Geller c\u00f3 m\u1ed9t b\u00e0i ki\u1ec3m tra gi\u00fap kh\u00e1ch h\u00e0ng t\u00ecm ra t\u00f4ng m\u00e0u kem n\u1ec1n ph\u00f9 h\u1ee3p nh\u1ea5t v\u1edbi l\u00e0n da c\u1ee7a h\u1ecd. Sau khi tr\u1ea3 l\u1eddi m\u1ed9t s\u1ed1 c\u00e2u h\u1ecfi, h\u1ec7 th\u1ed1ng AI s\u1ebd \u0111\u1ec1 xu\u1ea5t m\u00e0u kem n\u1ec1n l\u00fd t\u01b0\u1edfng v\u00e0 g\u1ee3i \u00fd th\u00eam c\u00e1c s\u1ea3n ph\u1ea9m li\u00ean quan.<\/span><\/li>\n<\/ul>\n
          \"\u1ee8ng
          \u1ee8ng d\u1ee5ng AI \u0111\u1ec3 c\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung tr\u00ean website<\/figcaption><\/figure>\n

          L\u1ee3i \u00edch c\u1ee7a c\u00e1 nh\u00e2n h\u00f3a n\u1ed9i dung b\u1eb1ng AI:<\/span><\/p>\n