Ingabe ukumaketha kuzothathelwa indawo yi-AI? Ukucwila Okujulile.

Uma uke wazithola ukhononda ngokuthi i-Will Marketing izothathelwa indawo yi-AI, siyakuhalalisela - useqenjini elihle. Ubuchwepheshe buqhubekela phambili ngokushesha, ama-demo aba mnandi, futhi kungazelelwe yonke imicabango yomkhankaso iba nomuntu okungenani oyedwa ohambahambayo njengokungathi ithikithi legolide. I-spoiler esheshayo ngaphambi kokuba sibe yisimanga kakhulu: I-AI iyashintsha indlela esidala ngayo, esilungisa ngayo, nesihlela ngayo. Kodwa ingabe ingena eshabhu lakho lomkhiqizo nge-latte futhi ifunda kahle isimo sengqondo? Akunjalo neze.

Ake sibheke ukuthi yini ngempela eshintshayo, ukuthi yini ehlala ingumuntu oqinile, nokuthi ungawabeka kanjani amathuluzi (namakhono) ngendlela eyenza kube nzima ukuwashintsha - futhi empeleni, kusebenza kakhulu.

Izihloko ongase uthande ukuzifunda ngemva kwalesi:

🔗 Amathuluzi okumaketha e-AI yamahhala: Ukukhetha okuhle kakhulu
Thola amathuluzi e-AI amahhala aphezulu ukuze uthuthukise ukumaketha kwakho.

🔗 Amathuluzi okumaketha e-imeyili ayi-10 aphezulu e-AI
Thuthukisa ukuzibandakanya ngezixazululo ze-imeyili ezinamandla eziqhutshwa yi-AI.

🔗 Amathuluzi ayi-10 aphezulu e-AI okumaketha
Thuthukisa imikhankaso ngamathuluzi namasu e-AI amasha.

🔗 Amathuluzi e-AI amahle kakhulu okumaketha okubambisana
Khulisa ukuguqulwa kanye nemali engenayo ngamathuluzi okubambisana asebenzisa i-AI.

Lokho i-AI ekuMaketheni Ekwenza Ngempela Kube Nzima ✅

I-wheelhouse ye-AI? Ukubona amaphethini, isivinini, kanye nobukhulu. Iyadweba, iqoqa, ibeke amathegi, ibikezela. Ingaphula uhambo lwamakhasimende njenge-woodchipper ehlafuna amagatsha - ingcolile, kodwa ikhiqiza ngokumangalisayo. Izifundo zibonisa ukuphakama kokukhiqiza okucacile kwemisebenzi yokudala kanye nokusekelwa kwamakhasimende: ama-draft asheshayo, amaphupho amabi ambalwa angenalutho, kanye nokuphazamiseka kwekhwalithi okulinganiselwe lapho abantu behlala benolwazi [2][3].

Ngokwansuku zonke:

• Ukwanda komkhiqizo - ama-draft okuqala, izihloko zezindaba ezihlukile, izincazelo zomkhiqizo ezingapheli.

• Izinqumo ezishukumisayo - izibikezelo eziphuthumayo, ukuphakamisa amaphuzu, izenzo ezilandelayo ezinhle kakhulu.

• Ukuthuthukisa i-autopilot - isabelomali, amabhidi, isikhathi, ukulungiswa kokwenza kube ngokwakho.

Kunobufakazi obuqinile bokuthi amaqembu okumaketha athola inani elilinganisekayo kusuka ku-AI yesizukulwane uma isetshenziswa kahle [1].

Kodwa ake sibe yiqiniso: ngezinye izikhathi imiphumela ye-AI izwakala njengesaladi ephonswe ku-blender - iyadliwa, yebo, kodwa ayifanele ukwethulwa. Yilapho ukwahlulela kungena khona ngokunyenya.

Isibonelo esisheshayo: ithimba lomjikelezo wokuphila lisebenzise i-AI ukufingqa amathikithi kanye nokubuyekezwa kube yizincazelo zamasonto onke "zalokho okushintshile". Ababhali bekhophi abazange babhale ngokushesha - kodwa izibuyekezo zabo zehle ngesigamu. Babengebona amaqhawe; babebukhali nje ngoba umsindo wawususuliwe.

Umbuzo Omkhulu: Ingabe ukumaketha kuzothathelwa indawo yi-AI? 🧠+🤖

Inguqulo emfushane: Cha. Kodwa lindela ukuhlelwa kabusha.

Umsebenzi ophindaphindayo nongabizi kakhulu? Yebo, ukwenza izinto ngokuzenzakalela kuyadla lokho. Isu, ukubeka indawo, isikhathi samasiko, ubuciko ngamazinyo? Lokho kusadinga izandla zabantu. Ubufakazi obuvela ezifundweni zasensimini bubonisa ukuthi i-AI ithuthukisa ukusebenza esikhundleni sokufaka esikhundleni semindeni yonke yemisebenzi - ikakhulukazi kubasebenzi bolwazi abasezingeni eliphakathi, lapho izixwayiso nezithiyo zicacile [2][3].

Ngakho-ke uma ujuluka ngokuthi Ingabe ukumaketha kuzothathelwa indawo yi-AI enkampanini yakho, hlela kabusha isithombe. Cabanga ngamamephu wamakhono, hhayi iziqu zemisebenzi: imisebenzi yokudala eholwa ngokushesha, ubuciko bomkhiqizo obunjwe idatha, ukubusa okuholwa ngabantu. Ezinye izindima ziyancipha. Ezinye ziyavela. Umnyango awunyamalali; uyaphela.

Lapho i-AI isivele ifakazela khona ukubaluleka kwayo 📈

Ake sicacise. Akukho ukuxokozela okungacacile, yizindawo ezine kuphela i-AI esezivele ziletha:

1. Okuqukethwe kanye ne-Ops yokudala

   • Ukubhalwa okusheshayo kanye nokukhiqizwa kwezinhlobo ezahlukene (amabhulogi, ama-imeyili, amakhasi okufikela).

   • Ukulungiswa kwezwi, ukudluliselwa kwesitayela somkhiqizo, izithombe ezikwazi ukukhuliswa.

   • Ukonga isikhathi emisebenzini yokubhala - ikakhulukazi kochwepheshe ngaphansi kwezinsuku zokugcina eziqinile [3].

2. Ukusebenza Nokukhula

   • Ukuqondiswa okuhlakaniphile, ukwenza ngcono ibhidi, ukujikeleza okunobuhlakani.

   • Ukuhlolwa kwezigebengu ezihlomile eziningi (ngaphandle kwezinkinga zezibalo).

   • Izinga lokumaketha kanye nokuthengisa liphakathi kwezimo zokusetshenziswa ezinomthelela omkhulu kakhulu ze-AI yesizukulwane [1].

3. I-CRM kanye nomjikelezo wokuphila

   • Ukubikezela kwe-Churn, okunikezwayo okulandelayo okuhle kakhulu.

   • Ikhophi ezenzakalelayo nge-micro-segment (akusekho amaspredishithi angu-17).

   • Amaqembu okusekela abona inzuzo yokukhiqiza engu-~14% ngokwesilinganiso, inkulu kakhulu kuma-ejenti amasha [2].

4. Ukuqonda Nokusekelwa Kwamasu

   • Ukufingqa ukubuyekezwa, imibhalo eqoshiwe, idatha yezwi lekhasimende.

   • I-AI iveza amaphethini; nguwe onquma ukuthi iyiphi into ebalulekile.

Lapho i-AI isakhubeka khona - nokuthi kungani abantu behlala bebalulekile 🧩

• Ukunambitha: Ithoni ingalingiswa, kodwa ukunambitha? Hhayi okwamanje. Isiko lihamba ngokushintshana okuncane kanye nokushintshana ngezikhathi ezithile - isikhathi salokho ngumsebenzi womuntu.

• Ukuqonda kokuqala: Ukuhlanganiswa kwe-AI; ukucabanga okusha kwangempela kusavela ekungqubuzaneni okungajwayelekile, hhayi ezilinganisweni.

• Ukuthobela imithetho kanye nokuziphatha: Imithetho ayinyamalali ngoba nje umshini ubhale ikhophi [5].

• Umongo: Okuthunyelwe okuhlambalazayo okubulala emphakathini owodwa kungacwila komunye. I-AI ayizizwa inamahloni.

Ngakho-ke ukwakheka okubukhali akusikho ukuthi Ingabe ukumaketha kuzothathelwa indawo yi-AI kodwa: Ingabe ukumaketha okunezinhlobo eziphansi kuzothathelwa indawo yi-AI? Ngokuvamile yebo. Imikhankaso ehlukile, eholwa ukuqonda? Akunjalo ngempela.

Amathuluzi Okumaketha e-AI - Isithombe Esifingqiwe 🧰

*Amanani kanye nezibopho ziyashintshashintsha. Hlola njalo ngokuqhathanisa ne-stack yakho yangempela.

Izincwadi Zokudlala: Ukufaka i-AI Esontweni Lakho 🔌

1. Umbono → Impahla Ngemizuzu Engama-90

   • Qala ngesifinyezo esifushane (izilaleli, iphuzu elibuhlungu, isithembiso, ubufakazi).

   • Khiqiza izihloko zezindaba ezi-5, izingeniso ezi-3, ama-CTA ama-2.

   • Phendula imiqondo yezithombe ezi-3, uyibeke ezimisweni, hlela i-A/B.

   • Ukuhlolwa komuntu kokunemba, ithoni, nokuhambisana.

2. I-Always-On Optimization Loop

   • Fingqa idatha yokusebenza yamasonto onke.

   • Cela izinto ezingavamile, hhayi izilinganiso ezingenangqondo.

   • Khiqiza imibono yokuhlola, hlela kalula + umthelela.

   • Thumela izivivinyo ezimbili. Bulala abalahlekile. Funda ngelogi.

3. Ukwenza kube ngokwakho umjikelezo wokuphila olula

   • Abasebenzisi beqembu ngokwenani + ukuziphatha.

   • Amasethi emiyalezo ye-modular ewuhlaka (angu-80% aqinile, angu-20% aqondene nesigaba).

   • Vikela indaba yomkhiqizo wakho ngenkathi ulungisa imiphetho.

Ukuhlola Iqiniso - Kungani Lokhu Kungewona Ama-Vibes Nje 🧪

• Inani elikhulu: UMcKinsey ulinganisela ukuthi i-gene AI idala inani layo elikhulu ekukhangiseni nasekuthengiseni - uma nje idatha kanye nokuphathwa koshintsho kuqinile [1].

• Imisebenzi Yokubhala: Izifundo ezingahleliwe zibonisa imiphumela esheshayo nenezinga eliphezulu kubabhali, ikakhulukazi labo abangenalo ulwazi oluningi [3].

• Usekelo lwamakhasimende: Idatha yensimu enkulu ibonisa inzuzo yokukhiqiza engu-14% ngokwesilinganiso, ukukhushulwa okukhulu kwama-ejenti aqalayo [2].

• Ingcindezi yesabelomali: Abathengisi abaphezulu babika njalo ukuthi “benza okuningi ngemikhawulo encane” [4]. Ukuzuza kokusebenza kahle kwe-AI kungenye yezinto ezibangela lokhu kuphela.

Ngakho-ke, ingabe lokhu kufakazela ukuthi i-AI izothatha indawo yabamakethi? Cha. Kufakazela ukuthi amaqembu afunda ukuyisebenzisa agcina imiphumela izinzile (noma ayikhulise) ngaphandle kokwanda kwenani labasebenzisi.

Izinsika Zokuvikela Nokwethemba - uMfula Oyisicefe 🛡️

I-AI ingakhipha izimangalo ngokushesha kunokuba ungazihlola. Okusho ukuthi udinga imithetho.

• Iqiniso ekukhangiseni lisasebenza. Ikhophi - yomuntu noma eyenziwe ngomshini - kumele ibe yiqiniso futhi iqinisekiswe. [5]

• Imithetho yoku-oda nokuthumela ayinyamalali. Uphuthelwe iwindi lokugcwalisa? Useyinkinga yakho.

• Ukushisa okulawulayo okuphathelene nokukhohlisa okunikwe amandla yi-AI sekuvele kungokoqobo. Bukela izibuyekezo ze-FTC.

Setha uhlu lokuhlola ngaphambi kohambo: ukunemba, ubumfihlo, ukuba semthethweni, ukuphepha komkhiqizo, ukufinyeleleka. Kuzwakala kuyisicefe - kodwa kungumsele.

Amakhono Akwenza Ube Nobunzima Ukuwashintsha 🧗

Uma i-Will Marketing izothathelwa indawo yi-AI ikuphazamisa ukukhathazeka kwakho ngomsebenzi, nansi uhlu olufushane:

• Isu lokusheshisa: Hhayi “ukubhala ibhulogi.” Amaketanga okusheshisa ahlelekile anezindima, imingcele, namarubrikhi.

• Ukunambitha kanye nendaba: Thola ukuthi yini ezwakala ingalungile. Kulungise. Kusagolide.

• Ulwazi lwedatha: Buza imibuzo ebukhali ngamadeshibhodi namamodeli. Yazi ukuthi ukukhushulwa okungu-3% kubalulekile yini.

• Umklamo wesistimu: Lungisa amathuluzi abe yimisebenzi yokusebenza nge-QA efakwe ngaphakathi.

• Ukukhuluma kahle ngokuphatha: Awudingi iziqu zomthetho, kodwa kufanele uzwakale uthembekile emhlanganweni wokubuyekeza.

Inothi eliseceleni: abaningi babathengisi abahle kakhulu manje babukeka njengabaphethe imikhiqizo ngendlela esolisayo - abanelukuluku, abaphindaphindayo, abangezwani nezilinganiso zokuziqhenya.

Iqiniso Lesabelomali: Okuningi Ngokuncane 💸

Izabelomali ze-CMO azikhuphuki - uma kukhona, azishintshi noma ziyancipha. Izilinganiso zibonisa ingcindezi engapheli yokuvikela ukusetshenziswa kwemali [4]. Yingakho i-AI ibukeka iyenga kangaka. Ukusebenza kahle akukuhle ukuba nakho; ukusinda.

Kodwa ungalindeli umlingo. Amaphrojekthi e-AI ayahluleka ngaphandle kwama-KPI acacile, idatha eqinile, kanye nokuphathwa koshintsho lwangempela. Hlanganisa amathuluzi nezilinganiso ezithile - isikhathi-kuya-kokuqala-uhlaka, izindleko ngempahla ngayinye, i-LTV:CAC. Buyekeza nyanga zonke. Uma ithuluzi lingasusi inombolo? Yinqume.

Imephu Yomgwaqo - Cishe Ikota Ngekota 🗺️

Azikho izinsuku eziqinile. Uchungechunge nje.

1. Isisekelo

   • Yenza imephu yemisebenzi yokwandisa ivolumu ephezulu, ehlukanisa kancane.

   • Yenza ngokuzenzakalelayo imisebenzi emibili kusukela ekuqaleni kuya ekugcineni nge-QA yomuntu.

2. Isikali

   • Xhuma idatha ukuze kwenziwe kube ngokwakho.

   • Yakha amazinga okuhlola ngokudala i-AI engangena kuwo.

3. Cwenga

   • Shintsha izixwayiso ezijwayelekile ngezinhlelo ezilungisiwe.

   • Yakha incwadi yokudlala ephilayo enezibonelo + imithetho.

4. Hlukanisa

   • Sebenzisa isikhathi esilondoloziwe socwaningo + ukudala ngokugqamile.

   • Thumela into ekhumbuleka ngendlela exakile - ingozi encane, umvuzo wangempela.

Cabanga ngale ndlela: vumela i-AI igeze izitsha ukuze ukwazi ukupheka ukudla abantu abakhuluma ngakho kamuva. Isifaniso siyashintshashintsha, kodwa siyasebenza kancane.

TL;DR - Imicabango Yokugcina 🎯

• Ukucela ukuthi ukuMaketha kuzothathelwa indawo yi-AI akunangqondo. Imisebenzi engabizi kakhulu izoba wusizo. Umsebenzi onenzuzo ephezulu uba ngumuntu ngoba empeleni uzoba nesikhathi sawo.

• Ubufakazi busekela ukukhushulwa kokukhiqiza ezimweni eziningi zokusetshenziswa lapho i-AI ihambisana nokuphathwa + izilinganiso [1][2][3].

• Umsele wakho = ukunambitha, ukwahlulela, ukucaca kwezindaba, kanye nezinhlelo zokuzikhulisa.

• Yakha inqwaba efanela lakho kanye nedatha - hhayi okuphambene nalokho.

• Gcina ukuthobela engqondweni - isivinini simnandi kuze kube yilapho sibuyela emuva [5].

Ngakho cha, ukumaketha akunyamalali. Kuyashintshashintsha - kuyashesha, kubukhali, futhi kudinga abantu abangcono abaphezulu. Gcina ilukuluku livuliwe, ukuziphatha kuqondiswe, bese uvumela amarobhothi alande ikhofi. ☕🤖

Izinkomba

[1] McKinsey. Amandla ezomnotho e-AI yokukhiqiza: Umngcele olandelayo wokukhiqiza (2023). Isixhumanisi

[2] Brynjolfsson, E., Li, D., & Raymond, L. I-AI Ekhiqizayo Emsebenzini (Iphepha Lokusebenza le-NBER w31161; libuyekeziwe). Ubufakazi basensimini obuvela kuma-ejenti okusekela angu-5k+ bubonisa inzuzo yokukhiqiza engu-~14%, inkulu kakhulu kwabaqalayo. Isixhumanisi

[3] Noy, S., & Zhang, W. Ubufakazi Bokuhlola Ngemiphumela Yokukhiqiza ye-AI Ekhiqizayo (Iphepha Lokusebenza le-MIT, 2023). Imisebenzi yokubhala elawulwayo ekhombisa ukonga isikhathi kanye nokuthuthukiswa kwekhwalithi. Isixhumanisi

[4] Ucwaningo lwe-CMO - Umbiko Wezici Ezivelele kanye Nokuqonda (Kwindla ka-2024). Ubufakazi bokucindezelwa kwesabelomali kanye "nokwenza okuningi ngokuncane" okubikwa yi-CMO. Isixhumanisi

[5] IKhomishini Yezohwebo Kahulumeni yase-US - Imithetho Yokukhangisa Nokugcwalisa esasebenza:
• Izisekelo Zokukhangisa Nokumaketha (iqiniso ekukhangiseni, ukuqinisekiswa, ukuvunyelwa). Isixhumanisi
• Umthetho Wempahla Woku-oda Ngeposi, I-inthanethi, noma Ucingo (izikhathi zokuthumela, izaziso zokulibaziseka, ukubuyiselwa kwemali). Isixhumanisi