{"id":665,"date":"2026-05-23T16:52:01","date_gmt":"2026-05-23T16:52:01","guid":{"rendered":"https:\/\/blackaha.com\/?p=665"},"modified":"2026-05-23T16:52:02","modified_gmt":"2026-05-23T16:52:02","slug":"optimizing-pricing-strategies-with-competitor-data-ab-testing","status":"publish","type":"post","link":"https:\/\/blackaha.com\/vi\/optimizing-pricing-strategies-with-competitor-data-ab-testing\/","title":{"rendered":"T\u1ed1i \u01b0u h\u00f3a chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ecbnh gi\u00e1 b\u1eb1ng d\u1eef li\u1ec7u \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh v\u00e0 th\u1eed nghi\u1ec7m A\/B"},"content":{"rendered":"

V\u00ed d\u1ee5 v\u1ec1 k\u1ecbch b\u1ea3n th\u1eed nghi\u1ec7m \u0111\u1ecbnh gi\u00e1 A\/B d\u1ef1a tr\u00ean d\u1eef li\u1ec7u theo d\u00f5i \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh (thi\u1ebft l\u1eadp). Kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh m\u1ed9t c\u00e1ch chi\u1ebfn l\u01b0\u1ee3c c\u00f3 th\u1ec3 l\u00e0 y\u1ebfu t\u1ed1 thay \u0111\u1ed5i c\u1ee5c di\u1ec7n \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p mong mu\u1ed1n t\u1ed1i \u01b0u h\u00f3a chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ecbnh gi\u00e1 c\u1ee7a m\u00ecnh. B\u1eb1ng c\u00e1ch \u00e1p d\u1ee5ng m\u1ed9t V\u00ed d\u1ee5 v\u1ec1 k\u1ecbch b\u1ea3n th\u1eed nghi\u1ec7m \u0111\u1ecbnh gi\u00e1 A\/B d\u1ef1a tr\u00ean d\u1eef li\u1ec7u theo d\u00f5i \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh (thi\u1ebft l\u1eadp)<\/strong>, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 khai th\u00e1c nh\u1eefng th\u00f4ng tin s\u00e2u s\u1eafc v\u1ec1 di\u1ec5n bi\u1ebfn th\u1ecb tr\u01b0\u1eddng, h\u00e0nh vi kh\u00e1ch h\u00e0ng v\u00e0 v\u1ecb th\u1ebf c\u1ea1nh tranh. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap x\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ecbnh gi\u00e1 d\u1ef1a tr\u00ean c\u01a1 s\u1edf d\u1eef li\u1ec7u v\u1eefng ch\u1eafc h\u01a1n m\u00e0 c\u00f2n n\u00e2ng cao tr\u1ea3i nghi\u1ec7m t\u1ed5ng th\u1ec3 c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng, t\u1eeb \u0111\u00f3 th\u00fac \u0111\u1ea9y s\u1ef1 t\u01b0\u01a1ng t\u00e1c v\u00e0 t\u0103ng doanh s\u1ed1.<\/p>\n\n\n\n

V\u00ed d\u1ee5 v\u1ec1 k\u1ecbch b\u1ea3n th\u1eed nghi\u1ec7m \u0111\u1ecbnh gi\u00e1 A\/B d\u1ef1a tr\u00ean d\u1eef li\u1ec7u theo d\u00f5i \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh (thi\u1ebft l\u1eadp)<\/h2>\n\n\n\n
\"T\u1ed1i<\/figure>\n\n\n\n

\u0110\u1ec3 t\u1ea1o ra m\u1ed9t V\u00ed d\u1ee5 v\u1ec1 k\u1ecbch b\u1ea3n th\u1eed nghi\u1ec7m \u0111\u1ecbnh gi\u00e1 A\/B d\u1ef1a tr\u00ean d\u1eef li\u1ec7u theo d\u00f5i \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh (thi\u1ebft l\u1eadp)<\/strong>, vi\u1ec7c x\u00e1c \u0111\u1ecbnh m\u1ee5c ti\u00eau r\u00f5 r\u00e0ng l\u00e0 v\u00f4 c\u00f9ng quan tr\u1ecdng. V\u00ed d\u1ee5, m\u1ed9t c\u1eeda h\u00e0ng b\u00e1n l\u1ebb thi\u1ebft b\u1ecb tr\u01b0\u1ee3t tuy\u1ebft (gi\u1ea3 \u0111\u1ecbnh) mu\u1ed1n x\u00e1c \u0111\u1ecbnh xem vi\u1ec7c gi\u1ea3m gi\u00e1 10% cho m\u1ed9t d\u00f2ng v\u00e1n tr\u01b0\u1ee3t tuy\u1ebft ph\u1ed5 bi\u1ebfn c\u00f3 gi\u00fap t\u0103ng doanh s\u1ed1 b\u00e1n h\u00e0ng t\u1ed5ng th\u1ec3 hay kh\u00f4ng, so v\u1edbi vi\u1ec7c duy tr\u00ec chi\u1ebfn l\u01b0\u1ee3c gi\u00e1 hi\u1ec7n t\u1ea1i.<\/p>\n\n\n\n

Trong k\u1ecbch b\u1ea3n n\u00e0y, nh\u00e0 b\u00e1n l\u1ebb c\u00f3 th\u1ec3 ti\u1ebfn h\u00e0nh th\u1eed nghi\u1ec7m A\/B trong m\u1ed9t kho\u1ea3ng th\u1eddi gian nh\u1ea5t \u0111\u1ecbnh, v\u00ed d\u1ee5 nh\u01b0 b\u1ed1n tu\u1ea7n, b\u1eb1ng c\u00e1ch chia c\u01a1 s\u1edf kh\u00e1ch h\u00e0ng th\u00e0nh hai nh\u00f3m. Nh\u00f3m A s\u1ebd \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb gi\u00e1 g\u1ed1c trong khi Nh\u00f3m B s\u1ebd th\u1ea5y gi\u00e1 \u0111\u00e3 gi\u1ea3m 10%. Trong su\u1ed1t kho\u1ea3ng th\u1eddi gian n\u00e0y, d\u1eef li\u1ec7u theo d\u00f5i \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh s\u1ebd \u0111\u01b0\u1ee3c thu th\u1eadp li\u00ean t\u1ee5c \u0111\u1ec3 quan s\u00e1t b\u1ea5t k\u1ef3 thay \u0111\u1ed5i v\u1ec1 gi\u00e1 ho\u1eb7c chi\u1ebfn l\u01b0\u1ee3c khuy\u1ebfn m\u00e3i n\u00e0o do c\u00e1c \u0111\u1ed1i th\u1ee7 trong ng\u00e0nh th\u1ef1c hi\u1ec7n. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y kh\u00f4ng ch\u1ec9 ph\u00e2n t\u00edch ph\u1ea3n \u1ee9ng c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng \u0111\u1ed1i v\u1edbi s\u1ef1 thay \u0111\u1ed5i gi\u00e1 m\u00e0 c\u00f2n \u0111\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng c\u1ee7a c\u00e1c h\u00e0nh \u0111\u1ed9ng c\u1ee7a \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh l\u00ean quy\u1ebft \u0111\u1ecbnh mua h\u00e0ng c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n\n\n\n

C\u00e1c bi\u1ebfn \u0111o l\u01b0\u1eddng<\/h2>\n\n\n\n
\"T\u1ed1i<\/figure>\n\n\n\n

C\u00e1c bi\u1ebfn s\u1ed1 \u0111o l\u01b0\u1eddng \u0111\u00f3ng vai tr\u00f2 thi\u1ebft y\u1ebfu trong vi\u1ec7c x\u00e1c \u0111\u1ecbnh hi\u1ec7u qu\u1ea3 c\u1ee7a chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ecbnh gi\u00e1 A\/B. C\u00e1c ch\u1ec9 s\u1ed1 ch\u00ednh c\u1ea7n theo d\u00f5i bao g\u1ed3m t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i, gi\u00e1 tr\u1ecb \u0111\u01a1n h\u00e0ng trung b\u00ecnh v\u00e0 chi ph\u00ed thu h\u00fat kh\u00e1ch h\u00e0ng. Trong tr\u01b0\u1eddng h\u1ee3p c\u1ee7a thi\u1ebft b\u1ecb tr\u01b0\u1ee3t tuy\u1ebft, t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i \u2014 \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a l\u00e0 s\u1ed1 l\u01b0\u1ee3ng kh\u00e1ch h\u00e0ng th\u1ef1c hi\u1ec7n giao d\u1ecbch so v\u1edbi t\u1ed5ng s\u1ed1 ng\u01b0\u1eddi truy c\u1eadp trang web \u2014 s\u1ebd gi\u00fap ch\u00fang ta x\u00e1c \u0111\u1ecbnh m\u1ee9c \u0111\u1ed9 \u1ea3nh h\u01b0\u1edfng c\u1ee7a vi\u1ec7c thay \u0111\u1ed5i gi\u00e1 \u0111\u1ed1i v\u1edbi quy\u1ebft \u0111\u1ecbnh c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n\n\n\n

H\u01a1n n\u1eefa, gi\u00e1 tr\u1ecb \u0111\u01a1n h\u00e0ng trung b\u00ecnh l\u00e0 m\u1ed9t ch\u1ec9 s\u1ed1 quan tr\u1ecdng kh\u00e1c, cho th\u1ea5y li\u1ec7u kh\u00e1ch h\u00e0ng c\u00f3 xu h\u01b0\u1edbng th\u00eam nhi\u1ec1u m\u1eb7t h\u00e0ng h\u01a1n v\u00e0o gi\u1ecf h\u00e0ng khi mua c\u00e1c s\u1ea3n ph\u1ea9m \u1edf m\u1ee9c gi\u00e1 th\u1ea5p h\u01a1n hay kh\u00f4ng. Vi\u1ec7c theo d\u00f5i c\u00e1c ch\u1ec9 s\u1ed1 n\u00e0y so v\u1edbi m\u1ee9c trung b\u00ecnh c\u1ee7a ng\u00e0nh, ho\u1eb7c th\u00f4ng qua ph\u00e2n t\u00edch so s\u00e1nh c\u01a1 c\u1ea5u gi\u00e1 c\u1ee7a \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh, s\u1ebd mang l\u1ea1i nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 li\u1ec7u m\u1ee9c gi\u00e1 m\u1edbi c\u00f3 th\u1ef1c s\u1ef1 \u0111\u1ee7 h\u1ea5p d\u1eabn \u0111\u1ed1i v\u1edbi kh\u00e1ch h\u00e0ng hay kh\u00f4ng.<\/p>\n\n\n\n

M\u1ed9t ch\u1ec9 s\u1ed1 \u0111o l\u01b0\u1eddng quan tr\u1ecdng kh\u00e1c l\u00e0 t\u1ef7 l\u1ec7 gi\u1eef ch\u00e2n kh\u00e1ch h\u00e0ng, c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh th\u00f4ng qua vi\u1ec7c theo d\u00f5i s\u1ed1 l\u01b0\u1ee3ng kh\u00e1ch h\u00e0ng quay l\u1ea1i sau khi mua h\u00e0ng. N\u1ebfu s\u1ed1 l\u01b0\u1ee3ng kh\u00e1ch h\u00e0ng mua l\u1ea1i trong Nh\u00f3m B (ph\u00e2n kh\u00fac gi\u00e1 th\u1ea5p h\u01a1n) t\u0103ng \u0111\u00e1ng k\u1ec3, \u0111i\u1ec1u n\u00e0y cho th\u1ea5y chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ecbnh gi\u00e1 kh\u00f4ng ch\u1ec9 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn c\u00e1c giao d\u1ecbch mua ban \u0111\u1ea7u m\u00e0 c\u00f2n \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn s\u1ef1 trung th\u00e0nh l\u00e2u d\u00e0i c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n\n\n\n

Ph\u00e2n t\u00edch<\/h2>\n\n\n\n

Giai \u0111o\u1ea1n ph\u00e2n t\u00edch c\u1ee7a th\u1eed nghi\u1ec7m \u0111\u1ecbnh gi\u00e1 A\/B l\u00e0 giai \u0111o\u1ea1n m\u00e0 d\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c t\u1eeb c\u00e1c bi\u1ebfn s\u1ed1 \u0111o l\u01b0\u1eddng kh\u00e1c nhau s\u1ebd \u0111\u01b0\u1ee3c xem x\u00e9t k\u1ef9 l\u01b0\u1ee1ng. \u0110\u1ed1i v\u1edbi nh\u00e0 b\u00e1n l\u1ebb thi\u1ebft b\u1ecb tr\u01b0\u1ee3t tuy\u1ebft c\u1ee7a ch\u00fang t\u00f4i, vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p th\u1ed1ng k\u00ea \u0111\u1ec3 ph\u00e2n t\u00edch k\u1ebft qu\u1ea3 s\u1ebd gi\u00fap ph\u00e1t hi\u1ec7n ra b\u1ea5t k\u1ef3 s\u1ef1 kh\u00e1c bi\u1ec7t \u0111\u00e1ng k\u1ec3 n\u00e0o gi\u1eefa nh\u00f3m \u0111\u1ed1i ch\u1ee9ng v\u00e0 nh\u00f3m th\u1eed nghi\u1ec7m.<\/p>\n\n\n\n

M\u1ed9t b\u01b0\u1edbc quan tr\u1ecdng \u1edf \u0111\u00e2y l\u00e0 s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch th\u1eed nghi\u1ec7m A\/B, gi\u00fap ph\u00e2n t\u00edch chi ti\u1ebft d\u1eef li\u1ec7u d\u1ef1a tr\u00ean c\u00e1c y\u1ebfu t\u1ed1 nh\u00e2n kh\u1ea9u h\u1ecdc nh\u01b0 \u0111\u1ed9 tu\u1ed5i, v\u1ecb tr\u00ed \u0111\u1ecba l\u00fd ho\u1eb7c h\u00e0nh vi mua h\u00e0ng. Nh\u1eefng th\u00f4ng tin chi ti\u1ebft n\u00e0y cung c\u1ea5p b\u1ed1i c\u1ea3nh \u0111a chi\u1ec1u cho c\u00e1c con s\u1ed1 th\u00f4 \u2014 t\u1eeb \u0111\u00f3 c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n ra r\u1eb1ng m\u1ed9t nh\u00f3m \u0111\u1ed1i t\u01b0\u1ee3ng c\u1ee5 th\u1ec3 \u0111\u00e3 ph\u1ea3n \u1ee9ng t\u00edch c\u1ef1c tr\u01b0\u1edbc vi\u1ec7c gi\u1ea3m gi\u00e1, t\u1eeb \u0111\u00f3 gi\u00fap x\u00e2y d\u1ef1ng c\u00e1c chi\u1ebfn d\u1ecbch ti\u1ebfp th\u1ecb \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a nh\u1eb1m ti\u1ebfp c\u1eadn \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau trong t\u01b0\u01a1ng lai.<\/p>\n\n\n\n

Ngo\u00e0i vi\u1ec7c ph\u00e2n t\u00edch th\u1ed1ng k\u00ea, nh\u00e0 b\u00e1n l\u1ebb c\u1ea7n li\u00ean t\u1ee5c theo d\u00f5i c\u00e1c \u0111\u1ed9ng th\u00e1i \u0111\u1ecbnh gi\u00e1 c\u1ee7a \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh trong giai \u0111o\u1ea1n th\u1eed nghi\u1ec7m. \u0110\u1ed9 co gi\u00e3n v\u1ec1 gi\u00e1 c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 th\u01b0\u1eddng xuy\u00ean, b\u1edfi c\u00e1c \u0111\u1ed1i th\u1ee7 c\u00f3 th\u1ec3 \u0111i\u1ec1u ch\u1ec9nh gi\u00e1 \u0111\u1ec3 ph\u1ea3n \u1ee9ng l\u1ea1i, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng. Nh\u1eefng th\u00f4ng tin thu \u0111\u01b0\u1ee3c t\u1eeb chi\u1ebfn l\u01b0\u1ee3c c\u1ee7a \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh c\u00f3 th\u1ec3 gi\u00fap n\u00e2ng cao s\u1ef1 hi\u1ec3u bi\u1ebft t\u1ed5ng th\u1ec3 v\u1ec1 v\u1ecb th\u1ebf th\u1ecb tr\u01b0\u1eddng, t\u1eeb \u0111\u00f3 gi\u00fap doanh nghi\u1ec7p \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh \u0111\u1ecbnh gi\u00e1 to\u00e0n di\u1ec7n v\u00e0 c\u00f3 c\u01a1 s\u1edf.<\/p>\n\n\n\n

V\u00ed d\u1ee5 v\u1ec1 k\u1ecbch b\u1ea3n th\u1eed nghi\u1ec7m \u0111\u1ecbnh gi\u00e1 A\/B d\u1ef1a tr\u00ean d\u1eef li\u1ec7u theo d\u00f5i \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh (thi\u1ebft l\u1eadp)<\/h2>\n\n\n\n
\"T\u1ed1i<\/figure>\n\n\n\n

Revisiting our ski equipment example, let’s explore how continued insights from competitor monitoring data affect the A\/B test. Suppose a prominent competitor introduces a fall sale which aligns perfectly with our testing window. Suddenly, the price sensitivity of customers may fluctuate due to competing offers.<\/p>\n\n\n\n

\u0110\u1ec3 \u1ee9ng ph\u00f3 v\u1edbi nh\u1eefng bi\u1ebfn s\u1ed1 kh\u00f4ng l\u01b0\u1eddng tr\u01b0\u1edbc \u0111\u01b0\u1ee3c n\u00e0y, nh\u00e0 b\u00e1n l\u1ebb c\u1ea7n duy tr\u00ec s\u1ef1 linh ho\u1ea1t c\u1ea3 trong c\u00e1c th\u00f4ng s\u1ed1 th\u1eed nghi\u1ec7m l\u1eabn chi\u1ebfn l\u01b0\u1ee3c ph\u00e2n t\u00edch. Vi\u1ec7c \u0111\u01b0a bi\u1ebfn \u0111\u1ed9ng gi\u00e1 c\u1ee7a \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh v\u00e0o ph\u00e2n t\u00edch th\u1eed nghi\u1ec7m gi\u00e1, ch\u1eb3ng h\u1ea1n nh\u01b0 so s\u00e1nh d\u1eef li\u1ec7u kh\u1ed1i l\u01b0\u1ee3ng b\u00e1n h\u00e0ng v\u1edbi th\u1eddi gian \u00e1p d\u1ee5ng khuy\u1ebfn m\u00e3i c\u1ee7a \u0111\u1ed1i th\u1ee7, c\u00f3 th\u1ec3 mang l\u1ea1i nh\u1eefng k\u1ebft qu\u1ea3 c\u00f3 gi\u00e1 tr\u1ecb th\u1ef1c ti\u1ec5n. T\u01b0\u01a1ng t\u1ef1 nh\u01b0 vi\u1ec7c \u0111i\u1ec1u ch\u1ec9nh chi\u1ebfn l\u01b0\u1ee3c trong m\u1ed9t k\u1ebf ho\u1ea1ch chi\u1ebfn thu\u1eadt, vi\u1ec7c \u0111i\u1ec1u ch\u1ec9nh chi\u1ebfn l\u01b0\u1ee3c gi\u00e1 d\u1ef1a tr\u00ean d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c c\u1ee7a \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh s\u1ebd \u0111\u1ea3m b\u1ea3o t\u00ednh ph\u00f9 h\u1ee3p v\u00e0 t\u1ed1i \u0111a h\u00f3a \u0111\u1ed9ng l\u1ef1c mua h\u00e0ng c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n\n\n\n

C\u00e1c bi\u1ebfn \u0111o l\u01b0\u1eddng<\/h2>\n\n\n\n
\"T\u1ed1i<\/figure>\n\n\n\n

Nh\u01b0 \u0111\u00e3 \u0111\u1ec1 c\u1eadp tr\u01b0\u1edbc \u0111\u00f3, c\u00e1c bi\u1ebfn s\u1ed1 \u0111o l\u01b0\u1eddng l\u00e0 nh\u1eefng y\u1ebfu t\u1ed1 c\u01a1 b\u1ea3n trong qu\u00e1 tr\u00ecnh t\u1ed1i \u01b0u h\u00f3a gi\u00e1 c\u1ea3. M\u1ed9t kh\u00eda c\u1ea1nh quan tr\u1ecdng c\u1ea7n l\u01b0u \u00fd l\u00e0 kh\u1ed1i l\u01b0\u1ee3ng b\u00e1n h\u00e0ng c\u00f3 th\u1ec3 thay \u0111\u1ed5i nh\u01b0 th\u1ebf n\u00e0o t\u00f9y thu\u1ed9c v\u00e0o c\u1ea3 gi\u00e1 c\u1ea3 v\u00e0 c\u00e1c \u0111\u1ed9ng th\u00e1i c\u1ee7a \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh. Trong v\u00ed d\u1ee5 c\u1ee7a ch\u00fang ta, n\u1ebfu kh\u1ed1i l\u01b0\u1ee3ng b\u00e1n h\u00e0ng c\u1ee7a Nh\u00f3m B (nh\u1eefng ng\u01b0\u1eddi \u0111\u01b0\u1ee3c h\u01b0\u1edfng chi\u1ebft kh\u1ea5u) kh\u00f4ng v\u01b0\u1ee3t qu\u00e1 \u0111\u00e1ng k\u1ec3 so v\u1edbi Nh\u00f3m A, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 cho th\u1ea5y s\u1ef1 trung th\u00e0nh ti\u1ec1m \u1ea9n c\u1ee7a kh\u00e1ch h\u00e0ng \u0111\u1ed1i v\u1edbi \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh ho\u1eb7c s\u1ef1 ch\u00eanh l\u1ec7ch v\u1ec1 gi\u00e1 tr\u1ecb c\u1ea3m nh\u1eadn.<\/p>\n\n\n\n

H\u01a1n n\u1eefa, vi\u1ec7c \u0111\u00e1nh gi\u00e1 c\u00e1c ch\u1ec9 s\u1ed1 t\u01b0\u01a1ng t\u00e1c t\u1eeb th\u1eed nghi\u1ec7m A\/B, ch\u1eb3ng h\u1ea1n nh\u01b0 th\u1eddi l\u01b0\u1ee3ng phi\u00ean truy c\u1eadp v\u00e0 t\u1ef7 l\u1ec7 tho\u00e1t trang, l\u00e0 r\u1ea5t quan tr\u1ecdng. Th\u1eddi l\u01b0\u1ee3ng phi\u00ean truy c\u1eadp d\u00e0i h\u01a1n sau khi gi\u1ea3m gi\u00e1 c\u00f3 th\u1ec3 cho th\u1ea5y ng\u01b0\u1eddi ti\u00eau d\u00f9ng quan t\u00e2m h\u01a1n \u0111\u1ebfn vi\u1ec7c xem x\u00e9t s\u1ea3n ph\u1ea9m, trong khi t\u1ef7 l\u1ec7 tho\u00e1t trang cao c\u00f3 th\u1ec3 cho th\u1ea5y vi\u1ec7c gi\u1ea3m gi\u00e1 kh\u00f4ng nh\u1eadn \u0111\u01b0\u1ee3c ph\u1ea3n h\u1ed3i t\u00edch c\u1ef1c t\u1eeb \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau.<\/p>\n\n\n\n

Vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t ma tr\u1eadn t\u00edch h\u1ee3p so s\u00e1nh c\u00e1c ch\u1ec9 s\u1ed1 ki\u1ec3m tra c\u1ee7a ch\u00fang ta v\u1edbi d\u1eef li\u1ec7u theo d\u00f5i \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh gi\u00fap ch\u00fang ta c\u00f3 c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 c\u00e1ch c\u00e1c y\u1ebfu t\u1ed1 b\u00ean ngo\u00e0i t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn c\u00e1c chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ecbnh gi\u00e1 n\u1ed9i b\u1ed9.<\/p>\n\n\n\n

V\u00ed d\u1ee5 v\u1ec1 \u0111\u1ecbnh gi\u00e1 A\/B<\/h2>\n\n\n\n

\u0110\u1ec3 c\u00f3 c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n h\u01a1n, ch\u00fang ta h\u00e3y \u0111i s\u00e2u v\u00e0o V\u00ed d\u1ee5 v\u1ec1 \u0111\u1ecbnh gi\u00e1 A\/B<\/strong> chi\u1ebfn l\u01b0\u1ee3c \u0111\u01b0\u1ee3c nh\u00e0 b\u00e1n l\u1ebb thi\u1ebft b\u1ecb tr\u01b0\u1ee3t tuy\u1ebft \u00e1p d\u1ee5ng. Vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a ti\u1ebfp th\u1ecb \u0111\u1ec3 g\u1eafn th\u1ebb c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u t\u1eeb c\u1ea3 hai nh\u00f3m c\u00f3 th\u1ec3 m\u1edf ra nh\u1eefng h\u01b0\u1edbng \u0111i m\u1edbi trong vi\u1ec7c c\u00e1 nh\u00e2n h\u00f3a v\u00e0 ph\u00e2n kh\u00fac kh\u00e1ch h\u00e0ng.<\/p>\n\n\n\n

Gi\u1ea3 s\u1eed r\u1eb1ng, sau khi ph\u00e2n t\u00edch, k\u1ebft qu\u1ea3 th\u00ed nghi\u1ec7m cho th\u1ea5y Nh\u00f3m B c\u00f3 m\u1ee9c \u0111\u1ed9 t\u01b0\u01a1ng t\u00e1c cao h\u01a1n sau khi mua h\u00e0ng, t\u1eeb \u0111\u00f3 th\u00fac \u0111\u1ea9y doanh nghi\u1ec7p tri\u1ec3n khai m\u1ed9t chi\u1ebfn d\u1ecbch ti\u1ebfp th\u1ecb qua email \u0111\u01b0\u1ee3c ph\u00e2n kh\u00fac, nh\u1eb1m ph\u1ee5c v\u1ee5 nh\u00f3m kh\u00e1ch h\u00e0ng m\u1edbi chuy\u1ec3n \u0111\u1ed5i. Ngo\u00e0i ra, vi\u1ec7c t\u1eadn d\u1ee5ng d\u1eef li\u1ec7u h\u00e0nh vi c\u00f3 th\u1ec3 gi\u00fap t\u1ed1i \u01b0u h\u00f3a c\u00e1c \u0111\u1ec1 xu\u1ea5t s\u1ea3n ph\u1ea9m, t\u1eeb \u0111\u00f3 t\u1ed1i \u0111a h\u00f3a kh\u1ea3 n\u0103ng nh\u1eefng kh\u00e1ch h\u00e0ng \u0111\u00e3 ch\u1ecdn m\u1ee9c gi\u00e1 th\u1ea5p h\u01a1n c\u0169ng s\u1ebd mua th\u00eam c\u00e1c m\u1eb7t h\u00e0ng b\u1ed5 sung.<\/p>\n\n\n\n

\u0110i\u1ec1u n\u00e0y V\u00ed d\u1ee5 v\u1ec1 \u0111\u1ecbnh gi\u00e1 A\/B<\/strong> Chi\u1ebfn l\u01b0\u1ee3c n\u00e0y kh\u00f4ng ch\u1ec9 t\u1ea1o ra m\u1ed9t m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1 t\u1ea1m th\u1eddi m\u00e0 c\u00f2n l\u00e0 m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn linh ho\u1ea1t nh\u1eb1m \u0111\u1ecbnh v\u1ecb th\u01b0\u01a1ng hi\u1ec7u trong d\u00e0i h\u1ea1n trong b\u1ed1i c\u1ea3nh c\u1ea1nh tranh.<\/p>\n\n\n\n

D\u1eef li\u1ec7u theo d\u00f5i \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh<\/h2>\n\n\n\n

Vai tr\u00f2 c\u1ee7a d\u1eef li\u1ec7u theo d\u00f5i \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh<\/strong> cannot be overstated. Its continual integration into a business’s pricing strategy serves as a backbone to maintaining competitiveness and relevance in volatile mercados.<\/p>\n\n\n\n

B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ch\u1ee7 \u0111\u1ed9ng thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ecbnh gi\u00e1 c\u1ee7a \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh c\u00f9ng v\u1edbi c\u00e1c xu h\u01b0\u1edbng theo m\u00f9a, nh\u00e0 b\u00e1n l\u1ebb thi\u1ebft b\u1ecb tr\u01b0\u1ee3t tuy\u1ebft c\u00f3 th\u1ec3 t\u1ed1i \u01b0u h\u00f3a v\u1ecb th\u1ebf c\u1ee7a m\u00ecnh theo th\u1eddi gian th\u1ef1c. D\u1eef li\u1ec7u n\u00e0y gi\u00fap c\u00e1c doanh nghi\u1ec7p d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c c\u00e1c \u0111\u1ed9ng th\u00e1i c\u1ee7a \u0111\u1ed1i th\u1ee7 v\u00e0 ph\u1ea3n \u1ee9ng k\u1ecbp th\u1eddi, t\u1eeb \u0111\u00f3 c\u1ee7ng c\u1ed1 v\u1ecb th\u1ebf tr\u00ean th\u1ecb tr\u01b0\u1eddng.<\/p>\n\n\n\n

H\u01a1n n\u1eefa, vi\u1ec7c s\u1eed d\u1ee5ng d\u1eef li\u1ec7u theo d\u00f5i \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh c\u0169ng \u0111i k\u00e8m v\u1edbi nh\u1eefng v\u1ea5n \u0111\u1ec1 \u0111\u1ea1o \u0111\u1ee9c. C\u00e1c doanh nghi\u1ec7p ph\u1ea3i \u0111\u1ea3m b\u1ea3o r\u1eb1ng, trong khi v\u1eabn n\u1eafm b\u1eaft \u0111\u01b0\u1ee3c c\u01a1 c\u1ea5u gi\u00e1 c\u1ea3 c\u1ee7a \u0111\u1ed1i th\u1ee7, h\u1ecd c\u1ea7n tr\u00e1nh th\u1ef1c hi\u1ec7n ch\u00ednh s\u00e1ch gi\u00e1 ph\u00e1 th\u1ecb tr\u01b0\u1eddng ho\u1eb7c g\u00e2y b\u00e3o h\u00f2a th\u1ecb tr\u01b0\u1eddng b\u1eb1ng c\u00e1c \u0111\u1ee3t gi\u1ea3m gi\u00e1 m\u1ea1nh tay, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 g\u00e2y t\u1ed5n h\u1ea1i \u0111\u1ebfn gi\u00e1 tr\u1ecb \u0111\u01b0\u1ee3c c\u00f4ng nh\u1eadn c\u1ee7a ng\u00e0nh.<\/p>\n\n\n\n

T\u00f3m l\u1ea1i, c\u00e1c doanh nghi\u1ec7p ch\u1ee7 \u0111\u1ed9ng khai th\u00e1c d\u1eef li\u1ec7u \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh k\u1ebft h\u1ee3p v\u1edbi c\u00e1c th\u1eed nghi\u1ec7m \u0111\u1ecbnh gi\u00e1 A\/B s\u1ebd thu \u0111\u01b0\u1ee3c nh\u1eefng th\u00f4ng tin qu\u00fd gi\u00e1 v\u1ec1 h\u00e0nh vi ng\u01b0\u1eddi ti\u00eau d\u00f9ng, t\u1eeb \u0111\u00f3 gi\u00fap hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 \u0111\u1ed9ng th\u00e1i th\u1ecb tr\u01b0\u1eddng v\u00e0 k\u1ef3 v\u1ecdng c\u1ee7a kh\u00e1ch h\u00e0ng. Vi\u1ec7c t\u00edch h\u1ee3p chi\u1ebfn l\u01b0\u1ee3c gi\u1eefa d\u1eef li\u1ec7u ph\u00e2n t\u00edch v\u00e0 d\u1eef li\u1ec7u theo d\u00f5i \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh kh\u00f4ng ch\u1ec9 th\u00fac \u0111\u1ea9y doanh s\u1ed1 b\u00e1n h\u00e0ng ngay l\u1eadp t\u1ee9c m\u00e0 c\u00f2n g\u00f3p ph\u1ea7n t\u1ea1o n\u00ean th\u00e0nh c\u00f4ng l\u00e2u d\u00e0i th\u00f4ng qua c\u00e1c ho\u1ea1t \u0111\u1ed9ng t\u01b0\u01a1ng t\u00e1c v\u1edbi kh\u00e1ch h\u00e0ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf m\u1ed9t c\u00e1ch c\u1ea9n th\u1eadn v\u00e0 ph\u00f9 h\u1ee3p. C\u00e1ch ti\u1ebfp c\u1eadn to\u00e0n di\u1ec7n nh\u01b0 v\u1eady \u0111\u1ed1i v\u1edbi chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ecbnh gi\u00e1 cu\u1ed1i c\u00f9ng s\u1ebd d\u1eabn \u0111\u1ebfn m\u1ed9t m\u00f4 h\u00ecnh kinh doanh linh ho\u1ea1t, nh\u1ea1y b\u00e9n v\u00e0 l\u1ea5y kh\u00e1ch h\u00e0ng l\u00e0m trung t\u00e2m h\u01a1n.<\/p>\n\n\n\n

K\u1ebft lu\u1eadn<\/h2>\n\n\n\n

V\u1ec1 c\u01a1 b\u1ea3n, vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a c\u00e1c chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ecbnh gi\u00e1 th\u00f4ng qua m\u1ed9t V\u00ed d\u1ee5 v\u1ec1 k\u1ecbch b\u1ea3n th\u1eed nghi\u1ec7m \u0111\u1ecbnh gi\u00e1 A\/B d\u1ef1a tr\u00ean d\u1eef li\u1ec7u theo d\u00f5i \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh (thi\u1ebft l\u1eadp)<\/strong> l\u00e0 m\u1ed9t qu\u00e1 tr\u00ecnh ph\u1ee9c t\u1ea1p, \u0111\u00f2i h\u1ecfi kh\u00f4ng ch\u1ec9 vi\u1ec7c thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u00e0 c\u00f2n c\u1ea7n s\u1ef1 am hi\u1ec3u s\u00e2u s\u1eafc v\u1ec1 c\u01a1 ch\u1ebf ho\u1ea1t \u0111\u1ed9ng c\u1ee7a th\u1ecb tr\u01b0\u1eddng. Vi\u1ec7c t\u1eadp trung v\u00e0o c\u00e1c ch\u1ec9 s\u1ed1 \u0111o l\u01b0\u1eddng quan tr\u1ecdng v\u00e0 ph\u00e2n t\u00edch k\u1ef9 l\u01b0\u1ee1ng, \u0111\u1ed3ng th\u1eddi t\u1eadn d\u1ee5ng d\u1eef li\u1ec7u c\u1ee7a \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh, s\u1ebd gi\u00fap c\u00e1c doanh nghi\u1ec7p ch\u1ee7 \u0111\u1ed9ng \u0111i\u1ec1u ch\u1ec9nh m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1 c\u1ee7a m\u00ecnh, \u0111\u1ea3m b\u1ea3o ph\u00f9 h\u1ee3p v\u1edbi ph\u00e2n kh\u00fac kh\u00e1ch h\u00e0ng m\u1ee5c ti\u00eau \u0111\u1ed3ng th\u1eddi duy tr\u00ec kh\u1ea3 n\u0103ng c\u1ea1nh tranh trong b\u1ed1i c\u1ea3nh th\u1ecb tr\u01b0\u1eddng kh\u00f4ng ng\u1eebng thay \u0111\u1ed5i.<\/p>","protected":false},"excerpt":{"rendered":"

Example of an A\/B pricing test scenario based on competitor monitoring data (setup). The ability to use competitor data strategically can be a game changer for businesses looking to optimize their pricing strategies. By employing an Example of an A\/B pricing test scenario based on competitor monitoring data (setup), companies can harness insights into market […]<\/p>\n","protected":false},"author":2,"featured_media":666,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[27],"tags":[68,67],"class_list":["post-665","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-good-experience","tag-ompetitor-data-ab-testing","tag-optimizing-pricing"],"featured_image_src":{"landsacpe":["https:\/\/blackaha.com\/wp-content\/uploads\/2026\/05\/maxresdefault-1140x445.jpg",1140,445,true],"list":["https:\/\/blackaha.com\/wp-content\/uploads\/2026\/05\/maxresdefault-463x348.jpg",463,348,true],"medium":["https:\/\/blackaha.com\/wp-content\/uploads\/2026\/05\/maxresdefault-300x169.jpg",300,169,true],"full":["https:\/\/blackaha.com\/wp-content\/uploads\/2026\/05\/maxresdefault.jpg",1280,720,false]},"_links":{"self":[{"href":"https:\/\/blackaha.com\/vi\/wp-json\/wp\/v2\/posts\/665","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blackaha.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blackaha.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blackaha.com\/vi\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/blackaha.com\/vi\/wp-json\/wp\/v2\/comments?post=665"}],"version-history":[{"count":1,"href":"https:\/\/blackaha.com\/vi\/wp-json\/wp\/v2\/posts\/665\/revisions"}],"predecessor-version":[{"id":668,"href":"https:\/\/blackaha.com\/vi\/wp-json\/wp\/v2\/posts\/665\/revisions\/668"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blackaha.com\/vi\/wp-json\/wp\/v2\/media\/666"}],"wp:attachment":[{"href":"https:\/\/blackaha.com\/vi\/wp-json\/wp\/v2\/media?parent=665"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blackaha.com\/vi\/wp-json\/wp\/v2\/categories?post=665"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blackaha.com\/vi\/wp-json\/wp\/v2\/tags?post=665"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}