Nokuba umthengi uzifumana ekwindawo yokuthengisa ye-e-commerce, iqonga lobhaliso lwevidiyo, i-aggregator yeendaba, okanye ibhlog yobuqu, yabucala, balindele ukuzaliseka kwimarike yedijithali yenkulungwane yama-21. Ngelishwa, iinkqubo ezininzi zolawulo lomxholo welifa ziyasilela ukusebenzisa zonke ii-asethi ezikhoyo ukuze zibonelele ngomxholo osebenzayo kodwa kunoko zibonelela ngamathuba angatshintshiyo, angenancedo anciphisa ukubandakanyeka kunye namathuba okuguqula ukuthengisa.
Nangona kunjalo, ngokufika kwe-Headless CMS, ukukwazi ukusebenzisa i-AI ukucebisa umxholo kunika iimpawu ngokwezifiso, amava omxholo oqhutywe yidatha oxhotyiswe ngobuchwepheshe obufanelekileyo kwibhodi yonke. Ngokufunda koomatshini kunye novavanyo lweepatheni zabasebenzisi, iingcebiso ze-AI zinika iimpawu ezizifunayo ukubonelela ngomxholo ofanelekileyo kubo bonke abasebenzisi abafanelekileyo ngamaxesha onke.
Indima ye-AI kwiiNkqubo zoLawulo lweMixholo yanamhlanje
I-Artificial Intelligence (AI) itshintsha ngokusisiseko indlela esivelisa ngayo, ekusasaza, kunye nokuzibandakanya ngolwazi. Ngokomzekelo, apho i-CMS yendabuko inesakhelo esisisigxina, esisekiweyo apho umxholo ubonisa kwaye uphinde ulayishe indlela esigxina okwesibini umdali ubeka iphepha elinemifanekiso ethile kunye nesicatshulwa i-AI-based Headless CMS inomxube we-algorithms ekhethiweyo yokuvelisa kunye ne-auto-generative predictive analytics evavanya ukubandakanyeka komsebenzisi kunye nokunxibelelana okulindelekileyo ukuveza umxholo ngokukhawuleza kunye nomdali ngokuzenzekelayo, ngaphandle kokungenelela komsebenzisi. Yakha nge-Storyblok ukubopha amandla olawulo lomxholo oqhutywa yi-AI, ukuqinisekisa ukuba akukho mthungo, amava omsebenzisi aguquguqukayo aguquguqukayo ngexesha langempela.
Nge-AI, iinkampani zinokulawula isizukulwana esizenzekelayo somxholo ngokujongwa komntu, kunye nokubandakanyeka kwabaphulaphuli kunye nohlalutyo lwexesha langempela ukulungisa kakuhle indlela yomxholo. Oku akuphuculi nje amava omthengi kodwa kunye nokudalwa kunye nokusasazwa komxholo, ukunika abathengi ngokuchanekileyo oko bakufunayo xa befuna ukuba kube ngokwezifiso ngemisebenzi yabo yobuqu, ixesha elidlulileyo, kunye noqhagamshelwano.
Iingcebiso zoMxholo we-AI zisebenza njani kwi-CMS engenantloko
I-CMS engenaNtloko ibonisa ukwahlukana phakathi kokudala umxholo kunye nokusabalalisa umxholo. Ekugqibeleni, iinkampani zisebenzisa i-APIs ukuhambisa umxholo kwii-endpoints ezahlukeneyo zezicelo zewebhu, ii-apps, izixhobo ze-IoT, iziboniso zedijithali, njl. Ngoko ke, ngokuphunyezwa kwe-AI ngaphakathi kwe-CMS engenazintloko, ukuhanjiswa kuya kuba yinto ecacileyo ngakumbi, njengoko isofthiwe inokuhlalutya ulwazi kunye nokucebisa, ngokukhawuleza, oko kufuneka kuhanjiswe kwaye kubani ngesiseko somntu ngamnye.
Nangona i-CMS eqhelekileyo ixhomekeke kwiishedyuli zokupapasha kunye neekhalenda zokuhlela ukufumanisa ukuba umxholo uhamba nini kwaye ufikeleleke ixesha elingakanani, i-AI Headless CMS yenza konke oku ekuhambeni kwexesha kunye nemali eyenza ukuba amashishini abonise umxholo owenziwe ngokwezifiso kubathengi ngexesha langempela kwiiplatifti ezininzi zedijithali. Umzekelo, iisistim zengcebiso ze-AI zihlola kwaye zihlalutye ulwazi olufanelekileyo olunje ngezinto abathengi abazithengileyo okanye abazijongileyo ngaphambili, ngawaphi amaphepha abanomdla kakhulu kwaye adala eyona mpendulo ilungileyo yento ekufuneka bayijonge ngokulandelayo.
UkuFunda koomatshini kunye noHlalutyo lokuziphatha kwiiNgcebiso zoMxholo
Ukufunda ngomatshini (ML) kudlala indima kwiingcebiso zomxholo we-AI ngokufumanisa iipateni kunye nokuqaphela izenzo. Iinkqubo ze-AI zifunda kwixesha elidlulileyo kwiidatha ezidlulileyo, ezibazisa malunga nokuba yintoni umxholo ofanelekileyo kubaphulaphuli. Cinga ngeqonga le-e-learning okanye indawo ye-e-commerce. Iqonga le-e-learning eline-Headless CMS kunye ne-AI inokucebisa iikhosi kubantu ngokusekelwe kwezinye iikhosi ezigqityiweyo, amanqaku emibuzo, kunye nexesha elichithwe ekuzibandakanyeni nezihloko ezithile ezinikezelweyo ze-app.
Okufanayo kuya kwiindawo ze-e-commerce ezincoma izinto ezisekelwe kwizinto ezithengiweyo ngaphambili, lingakanani ixesha elichithwe ukujonga into enye okanye uhlobo lwento, okanye izinto eziphawulwe njengezikhethwa kwiprofayili yomsebenzisi. Ke ngoko, umphathi weprojekthi akaze akhathazeke malunga nezi ngcebiso zingekho-kwisiseko (kwaye endaweni yoko, zikwisiseko) ngenxa yokulandelelwa kwe-AI ngohlalutyo, ukonyusa ezo metrics njengexesha kwisiza, ukubandakanyeka, kunye namazinga okuguqulwa.
Ukuphucula i-Omnichannel Personalization kunye ne-AI kwi-CMS engenantloko
Kuba amava edijithali ahamba ukusuka kumjelo ukuya kwisitishi, iibrendi kufuneka zibonelele ngobuntu obulinganayo kuwo onke amaqonga. A Headless CMS nge Umxholo osekelwe kwi-AI Iingcebiso zivumela iibrendi ukuba zenze amava edijithali alungelelanisiweyo kwiwebhusayithi, kwizicelo, kwiileta zeendaba, kwii-chatbots, nakwizithethi ezikrelekrele.
Ngokomzekelo, indawo yeendaba esetyenziswa yi-AI inokutshintsha iphepha lokufika ngexesha langempela ngokusekelwe kwinto ebonwe ngumntu okanye ecofa ngaphambili; I-app yokuqina inokubonelela ngokuzilolonga okusekwe kwinjongo, ukuzilolonga esele kugqityiwe, kunye nemithambo ebezama ukuyizama ngaphambili. Kufana nokuba yonke into inikezelwa ngexesha lokwenyani lomntu kunye nemfuneko. Ukukwazi ukucebisa kuwo wonke amajelo amaninzi (i-omnichannel) kukhuthaza ukuthembeka kwabathengi kunye nokuthengisa okufanayo kunye nomsebenzi kuwo onke amaqonga edijithali.
Izibonelelo ze-AI-Powered Content Recommendations kwi-CMS engenantloko
Izibonelelo zeengcebiso zomxholo owenziwe yi-AI kwi-CMS engenaNtloko yeshishini ininzi ukusuka ekudibaneni komsebenzisi okwandisiweyo ukuya kumxholo ofanelekileyo ukuya kumazinga okuguqulwa okwandisiweyo. Umzekelo, i-AI ilingana ne-automation; akusekho kucutshungulwa ngesandla kuba i-AI ivelisa yonke into ngokuzenzekelayo ukuzalisekisa iingcebiso ezenzelwe wena. Enye inzuzo kukukwazi ukwandisa umxholo ngexesha langempela.
Ngokuqhubeka nokuvavanya indlela abantu abanxibelelana ngayo nomxholo, iinkampani zinokwenza utshintsho oluluncedo nolufunekayo lomxholo okwangoku. Izindululo zomxholo we-AI zonyusa ugcino, njengoko abantu bethanda ukunxibelelana nomxholo ocetyisiweyo kubo. Ukongeza, ngovavanyo olukhulu lwabaphulaphuli ngokuhlalutya okuxelwe kwangaphambili, iinkampani zifumana ukuqonda okubanzi koko kwenziwa ngabaphulaphuli babo kwaye kutheni. Olu vavanyo luvumela iinkampani ukuba zitshintshe izicwangciso zazo zomxholo ukuze zisebenze kakhulu.
Indlela i-AI ekuphucula ngayo ukuFumana koMxholo kunye namava oMsebenzisi
Mhlawumbi enye yezona zinto zinzima kwiinkampani zinika abasebenzisi ukufikelela okulula kulwazi olufanelekileyo. Umzekelo, izindululo ze-AI ngaphakathi kweCMS engenantloko zithetha ukufunyanwa komxholo ongcono kuba umxholo unokucetyiswa ngokusekwe kumdla womntu. Endaweni ye-arhente yetalente eqhelekileyo, iqonga lokusasaza bhanyabhanya eliqhutywa yi-AI liya kucebisa iimuvi kunye nothotho olusekwe kwimbali yokubukela, uphononongo, kunye nohlobo.
Ngokufanayo, iblogi esekelwe emsebenzini inokucebisa iiblogi ezisekelwe ekufundeni kwaye ivule indawo yokufikelela kumava omntu. Ke ngoko, ukuthembela kwi-AI ekudalweni komxholo kunye nengcebiso, abantu baya kuchitha ixesha elininzi kwiindawo ngeenjongo ezifanelekileyo zokubandakanya uphawu. Ukunyaniseka kweBrand kuya kuqiniswa ngaphezu kokuzonwabisa kwabathengi.
Ukoyisa imingeni kwi-AI-Driven Content Recommendations
Nangona kunjalo, ngaphandle kweenzuzo ezininzi zeengcebiso zomxholo owenziwe yi-AI, kukho iinkxalabo ezininzi ekufuneka iinkampani zoyise ukuqinisekisa ukusebenza kakuhle. Umzekelo, ubumfihlo bedatha kunye nemvume yomsebenzisi ibangela inkxalabo kuba i-AI ifuna ngokusisiseko uqokelelo lwedatha kunye nohlalutyo ukuqonda indlela yokuziphatha komsebenzisi kwaye ibonise ezona khetho zibalaseleyo. Ngaloo ndlela, ukuthotyelwa kwe-GDPR kunye ne-CCPA kuyafuneka, kunye nokuziphatha, ukufunyanwa kwemvume ecacileyo ehambelana naluphi na uhlobo lokuqokelela idatha kubalulekile.
Kanti omnye umngeni kumxholo we-AI ovelisa uhlobo olufanayo lomxholo ngokuphindaphindiweyo kwaye emva koko, phantsi komgca, iingcebiso azihlukanga. Oku kuya kuthetha ukuba kwixesha elizayo, iinkampani kuya kufuneka ziqeqeshe iimodeli zazo ze-AI kwiiseti zedatha ezahlukeneyo kwaye emva koko zisebenzise iinjini zazo zokucebisa kwiiseti zedatha ezahlukeneyo kodwa oku kunokwenzeka ngakumbi kumhla wamva. Okokugqibela, iinkampani ebezisebenza phantsi komgaqo we-CMS welifa zinokufumana umngeni ukudibanisa. I-API-yokuqala engenazintloko ye-CMS iya kufuneka ukuba ikhona kwiingcebiso ezenziwe yi-AI ukuze zidibanise ngokungenamthungo kwi-ecosystem yedijithali ekhoyo ngaphandle kokuphazamisa imisebenzi yemihla ngemihla.
Ikamva le-AI-Powered Concommendations Content in Headless CMS
I-evolution elindelekileyo ye-AI ngaphakathi kwe-Headless CMS iya kuba yinkimbinkimbi ngakumbi kuba ezi nkqubo ze-CMS ezingenantloko ziya kuphucula kuphela. Ukusetyenzwa kolwimi lwendalo olwandisiweyo (NLP), uhlalutyo lweemvakalelo, kunye nohlalutyo oluqikelelwayo kuya kwenza i-AI iqonde injongo yabasebenzisi ngakumbi kwaye ibonelele ngamava omxholo owenziwe ngumntu. Ngapha koko, ii-chatbots ezifakwe kwi-AI kunye neearhente eziphendula ilizwi ziya kudityaniswa ngakumbi kwiinjini zokucebisa umxholo ukuze abasebenzisi bafumane iingcebiso zomntu ngencoko.
Ekugqibeleni, iiplatifti zokupapasha umxholo we-AI ziya kwenza ukuba amashishini azenzele ngokuzenzekelayo umxholo ophezulu osebenza kwiimfuno zabasebenzisi kunye neenguqu zexesha langempela. Njengeentshatsheli zenguqu yedijithali, iinkampani ziphakamisa iingcebiso zomxholo we-AI ukuhambisa amava abandakanyekayo, afanelekileyo, aqhutywa yidatha kuwo wonke ummandla.
isiphelo
Ngokufunda ngomatshini, ukuphuculwa kokuziphatha, kunye nokusabalalisa i-channel-channel, ukufunyanwa, ukubandakanyeka, kunye nokuguqulwa okuvela kwi-AI-generated content recommendation isebenzayo ngakumbi ekubeni inkqubo yobuntu ngoku ibandakanya i-CMS engenaNtloko. Ukukwazi nje ixesha lokwenyani, iingcebiso zedijithali ezininzi kulo lonke inani elikhulu lamatshaneli kwenza i-AI ibe yimfuneko kwiibrendi ukuphucula izicwangciso zabo zomxholo.
Ayithethi ukuba akukho mngeni womxholo / ubumfihlo bedatha kunye neengcebiso / ukuthambekela komxholo, umzekelo, ubeka imingeni ukusombulula kodwa ekubeni yonke into ikwikhosi yongquzulwano kunye nexesha, kungekudala, ukuphunyezwa kweengcebiso ze-AI kunye ne-AI-powered iya kuba yinto eqhelekileyo kwaye enqwenelekayo malunga nendlela esixhasa ngayo ukwenziwa komxholo kunye nolawulo lwamava edijithali ukuya phambili. Ke, iibrendi ezisebenzisa iingcebiso zomxholo we-AI kwi-CMS yazo engenazintloko ziya kuba nenzuzo yokukhuphisana ngokuzinza, ukuziphatha, ukuzenzekelayo, kunye nokuhanjiswa komxholo we-organic kwindawo ekhulayo yedijithali.
