Uma ungathanda e-New York, ufake isicelo se-delivery yakho esidumile futhi udinga ukubheka ikhofi ngayinye. Ngephakathi emahoreni, ngezinga lokufana, emzimbeni wakho uqeqeshiwe ukuhlangabezana, uzothola i-label entsha: “This price was set by an algorithm using your personal data”. It is not a hypothetical. Kuyinto , okuyinto zithunyelwe ngoNovemba 2025. Kuyinto umthetho yokuqala yayo e-US. Amabhizinisi abalandeli I-Procurator General ye-Letitia James wamukele abalandeli abalandeli abalandeli abalandeli. I-New York Algorithmic Pricing Disclosure Act $1,000 ngenyanga ngalinye Kodwa lapha into malunga ne-etiquette ezivamile: zibonisa Ingaba yini ibheka. Abanikezela Futhi i-"how" kuyinto lapho ibonile, ngoba into efanayo esekelwe ekubeni le label iyinhlangano entsha ye-transactional. I-web iyahluka kusuka ku-static pricing catalogues kuya ku-real-time offer engines, lapho inombolo esibonakalayo ku-screen yakho kuyinto output ye-system eyaziwa ngaphezulu mayelana nenkinga lakho kunokwenzeka. Yini Indlela Ngaba uyazi mayelana nokushintshwa kwamafutha. Lokhu kubalulekile. I-Uber ibhizinisi ngaphezulu lapho ivuliwe. I-Airlines ibhizinisi ngaphezulu lapho indiza ivuliwe. Ukupholisa kanye nokuthumela, isikhathi esifanayo, intengo efanayo kumadokhumenti omunye uhlola imikhiqizo efanayo ngexesha elifanayo. Ngokuqhathanisa, lokhu kuyinto enhle kakhulu. I-architecture entsha iyona i-pricing eyenziwe ngempumelelo, okwakhiwa ngokuthi i-"surveillance pricing" uma u-regulator. Lapha, ixabiso isabela ku- Isixhumi wakho, ububanzi lakho le-browsing, indawo yakho, isampula lakho lokusebenza ku-page. Yini Waze NgoJulayi 2024, ukunikeza amabhizinisi amayunithi amayunithi amayunithi, kuhlanganise Mastercard, Revionics, Bloomreach, McKinsey. Ukukhishwa ngoJanuwari 2025, kuboniswe ukuthi abacwaningi be-privacy abacwaningi abacwaningi: isithombe esikhulu se-private data, kuhlanganise indawo esifanele, ama-demographics, i-browsing history, kanye ne-mouse moves, isetshenziselwa ukubeka ama-prices e-consumer. I-FTC yasungula ukucubungula Iziphumo zokuqala Isakhiwo seData ingxubevange lihlala engaphezulu kunazo abantu abanolwazi. I-FTC Imininingwane kanjani i-browser fingerprinting ibonisa ukubuyekeza kwebhizinisi lakho, ama-fonts ezakhiwe, ama-browser extensions, kanye ne-battery information. I-smartphone yakho ku-8% lapho ufuna ukubuyekeza isitimela ekhaya? Kuyinto i-signal yokubuyekeza mayelana ne-urgentness. I-Pair that nge-session behavior njenge-time-on-page, isivinini sokubuyekeza, futhi uma u-comparison-shopping nge-tabs, futhi ufumana i-real-time behavioral profile. I-system is constantly asking one question: is this person an impulsive buyer or a price-sensitive comparer? I-problem spotlight ku-surveillance pricing Ukusebenza kwe-Foodshare Corridor Yenza I-Lab Ngo-December 2025, a U-Instacart wahlala isikhwama esifanayo kusuka kumakhasimende efanayo, ngexesha elifanayo. Cishe ama-three-quarters of the products showed different prices to different shoppers. At a Seattle Safeway, ibhokisi le-Wheat Thins . Ukuhlolwa kwe-Consumer Reports ne-Groundwork Collaborative varied ngaphezulu kwe-23% I-Instacart yenzululwazi. Bhalisa ukuthi lokhu kuyinto ukuhlolwa kwe-A / B, futhi akuyona i-pricing ye-dynamic. Izinzuzo ziye zihlanganisa isikhathi esithakazelisayo ngokuvumelana nezidingo. Lezi zihlanganisa ama-experiments eyenziwe ngama-akhawunti zokusiza kubuyekeze abathengi ukufumana ukuxhumana kwamakhasimende. Ukubonisa umbuzo emangalisayo emangalisayo emangalisayo kusuka ku-architecture ye-product: lapho i-"testing a price" ivuliwe futhi i-" personalizing a price" ivuliwe? Uma ngithole i-higher price and you pay it, futhi ngithole umntu omnye i-lower price and they pay that, futhi ngithole iziphumo ezimbini ukuze i-optimize pricing elandelayo, ngitholile noma ngitholile? I-infrastructure yobuchwepheshe yinto efanayo. I-intention iyona into eyodwa ekubiliwe. Futhi i-intention ingangalisayo. I-FTC ngokuvamile kwenziwe ngokuvamile. Ngezinye izinsuku ze-report, phezu its Eversight AI pricing tool. Instacart . I-Reuters inikeza ukuthi i-commission yenza ukubhuka ku-Instacart Ngemuva kwe-program ngayinye Futhi lokhu logic akuyona online. I-Walmart inikeza ukuthatha , noKroger iyatholakala kusukela ekupheleni kwe-2025. Lezi zincwadi ezincinane ze-digital ezivela ama-paper price tags futhi zihlanganisa kwama-cloud-based pricing backends efanayo ne-power e-commerce. I-web monetization stack iyatholakala emkhakheni ebonakalayo. I-senators baye Ukubuyekeza ukuthi ama-shelf displays e-Kroger, eyenziwe ngokubambisana ne-Microsoft, angase zihlanganisa amakhamera nge-AI ukucacisa ubudala no-gender ye-shoppers kanye nokuguqulwa kwemali ngokuvumelana. I-Kroger ibonise. I-capacity yobuchwepheshe iyatholakala ngaphandle. I-electronic shelf labels kuya ku-2300 emaphaketheni ku-2026 Ukuphendula Ukuguqulwa kwe-KPI kusuka ku-volume kuya ku-extraction Ngokuqondene ne-monetization, imiphumela ye-strategic etholakalayo. I-KPI ye-pricing ye-traditional iyona i-volume: inani le-units angakwazi ukukhuthaza kuleli khosi? I-KPI emisha iyona i-extraction: Yini i- Isilinganiso esiyingqayizivele ukuthi umntu uyaziya? Imininingwane I-Economists ikhoyibhile isixazululo phakathi kwe-cost you'd be willing to pay and what you actually pay I-algorithmic goal, eyakhelwe ngokuvamile, kuyinto yokuhlanza le-surplus ku-zero, ukuhweba i-item ngentengo ngexesha elilodwa le-dollar lapho uzokuchofoza "buy" kodwa akuyona ukuthi ungenza i-deal. Umthwalo we-Consumer I-Uber yenza le ibhizinisi elifanayo eminyakeni edlule. I-algorithmic uhlelo elifanayo ekubona i-tariff ephakeme ye-rider iyatholakala nangokufuna i-payout ephakeme ye-driver. Amabili afana ne-optimization efanayo. I-top of the rider ne-driver's floor, ecalibrated in real-time, nge-platform yokufaka i-spread. Lezi zihlanganisa ezimbini zihlanganisa kuyinto isampula. Futhi ivuka kumakhasimende, i-retail, i-SaaS, futhi zonke izigaba ezinye lapho i-pricing backend ingasetshenziselwa. Ngaba i-label iyahlekile isilinganiso se-mille-variable? Ngakho back to that obligatory disclosure: "Lesi price was set by an algorithm using your personal data" Njengompolitiki, it is a meaningful first step. It yakhuthaza ukuxhumana ku-open, futhi Ngaphezu kuka-50 amayunithi e-Legislature ye-24 ye-State kuya ku-2025 kuphela. . Izinye amazwe zihlanganisa Kodwa njengoba isixhobo yokuxhumana kwamakhasimende, kungenzeka ukuthi akubaluleke. Uma i-algorithm ivimbele amayunithi amayunithi amabili ukukhiqiza ixabiso elilodwa, i-label ingatholela ulwazi olufanelekayo ukuguqulwa ukuthi ixabiso yayo kuyinto enhle? Ufuna ukwazi ukuthi izinguquko ezivela, indlela yokubaluleka kwabo, futhi yini ixabiso ungayifaka umuntu nge-profile eyahlukile. Konke ukucubungula kuyinto ibhizinisi. Konke ukucubungula kuyinto isignali. Konke ukucubungula kuyinto ukucubungula ukuthi ungazi ukuthi uye. Iwebhu akuyona ibhizinisi nge izindleko emkhakheni. It is a Ukusebenza kwezigidi ze-micro-transactions ngokuphathelene ne-profile ye-behavior that most people will never see. Motor Ukuhweba High Speed I-label inikeza ukuthi le-auktions iyatholakala. Akukwazi ukuthi uye wahlala.
