Abacuruzi barohamye mumibare. Ariko iyo bigeze kubushishozi nyabwo, bufite ireme, barumiwe. Uzi ibyiyumvo. Kwiyitirira ibintu byose biragenzurwa mugihe ugenda hagati yimibare itabarika, fungura tabs na verisiyo zurupapuro rumwe, ugereranya numubare utanga kwemeza nicyerekezo. Twese twahabaye. Abayobozi ntibakeneye amakuru menshi cyangwa ikibaho kugirango babone ibisubizo bashaka. Bakeneye ubwenge bwerekana "impamvu" inyuma yimyitwarire yabateze amatwi kugirango bareke gusaba imbabazi kubwo gukoresha amafaranga, hanyuma batangire gufata ibyemezo byubucuruzi byihuse bafite ikizere. Ibyo bitangirana namakuru akomeye, asukuye. Ikirangantego cyiza cya martech ntabwo ari ugukusanya no kugena ibikoresho bidahuye bitanga ubudakemwa bwamakuru. Ni ugukuraho icyo nise "umusoro utoroshye" - guterana ibyemezo bitinze no kubura amahirwe yibasira amakipe yo kwamamaza mugihe amakuru atagenda neza. Kubwamahirwe, tuvuye mwisi yimibare idahwitse, idindira kandi idafite gahunda tujya mubihe aho ubwenge bwimibereho butuma abayobozi barenga umusoro utoroshye, kwerekana ROI yabo no kugera kumuvuduko wibyemezo. Ikirangantego ni iki? Ikoranabuhanga ryamamaza ibicuruzwa, cyangwa martech stack, ni suite yibikoresho na tekinoroji abacuruzi bakoresha mu gukurura, kwishora no kugumana abakiriya. Kuva ku gisekuru cyambere no kwamamaza imeri kugeza kubicunga imbuga nkoranyambaga na SEO, ibi bikoresho byoroshya akazi, byikora kandi bigatanga ubushishozi bukomeye. Ikirangantego cyiza cya martech kiri muburyo buhoraho. Mugihe imiterere yikoranabuhanga igenda ihindagurika hamwe no kuzamuka kwa AI agent, biragenda bishoboka guhindura ibipimo binini kandi byacitsemo ibice mu ijwi ryumvikana ryabakiriya. Ikibaho kimwe cya martech gikoreshwa nubwenge bwimibereho byihutisha ubushishozi, guha imbaraga kubaka ubuyobozi, kandi bigaha abamamaza ibicuruzwa byuzuye mubucuruzi nibibera kurubu ku isoko. 'Umusoro utoroshye': Kuki tekinoroji yo kwamamaza ikubita sisitemu yumurage Nuburyo bushoboka bwa AI itwarwa na martech, amakipe menshi ntabwo abona inyungu zamafaranga bizeye. Kubera iki? Kuberako 36% byabayobozi bavuga ko ibikorwa remezo byumurage bigenda munzira, kuri 2025 Yisuzuma rya Agentic Enterprised Enterprised Report. Sisitemu yumurage yamenetse ibuza amakuru gutembera kubuntu hagati yimiyoboro, gukora silos hamwe nimirimo yintoki itwara umutungo wikipe. Igiciro cyiyi mitsi iratangaje. McKinsey yasanze 63% bya CMO babuze amahirwe kuko badashobora gufata icyemezo vuba, kandi raporo yinyenyeri yasanze abandi 42% badashobora gufata ijwi ryabakiriya. Ibicuruzwa byinshi byo kwamamaza biracyishyura ibiciro byubwenge bwubwenge gakondo hamwe na sisitemu ya CRM ikurikirana gusa ibyubatswe mubihe byashize (nukuvuga ibyabaye imbere mubucuruzi).
Kugirango utere imbere, icyo amakipe akeneye nubwenge bwimibereho: igihe-nyacyo, imiterere idahwitse yisoko (nukuvuga ibibera nonaha). Dukurikije Ingaruka ya Sprout Social yo mu 2025 ya Raporo y'Imbuga nkoranyambaga, kimwe cya kabiri cy'abayobozi bifuza ko amakipe hirya no hino mu bucuruzi nk'uburambe bw'abakiriya no gutsinda, kwita ku bakiriya no gushyigikirwa, ndetse no guteza imbere ubucuruzi gukoresha ubushishozi kugira ngo amenyeshe ibyemezo byabo. Ubwenge mbonezamubano buzafasha aya makipe kuva mu gusesengura ibyahise akajya mu bihe biri imbere afite icyerekezo gifatika. Ibyingenzi byingenzi bya martech bigenzura amakuru ya firehose Hano haribikoresho byinshi ibirango (cyane cyane ibirango byibigo) bikoresha mugukusanya no kubika amakuru. Amakuru meza nuko ibirango bifite amakuru menshi-hafi petabytes 10, kuri Raporo yisuzuma ryabakozi. Amakuru mabi nuko data firehose yashyizwe hejuru, kandi sisitemu yumurage ntabwo yubatswe kugirango igabanye amasoko mashya yamakuru atubatswe. Raporo imwe yasanze 70% yamakuru yo kwamamaza atubatswe, harimo ibiganiro mbonezamubano, videwo n'amashusho. Ibikoresho gakondo bya martech byubatswe gusa kubintu byubatswe (nka fomu yuzuza no gukanda) kandi binanirwa gufata ibitekerezo byabateze amatwi, bidafunguye biboneka kumiyoboro nkimibereho aho amahirwe nyayo yihishe. Makiya ya martech stack yawe ihuza amakuru yubatswe kandi atubatswe biterwa numuryango wawe udasanzwe ukeneye nibyingenzi, ariko ibikoresho bimwe nibyingenzi muruganda. Hano haribintu bimwe byingenzi bigomba gushyirwa mubikorwa byiza bya martech:
Ibikoresho byimbuga nkoranyambaga: Demokarasi iganisha ku mibereho, kandiitanga urusobe rwibinyabuzima hamwe namakuru yubucuruzi ashingiye hamwe nubushishozi nyabwo bwabakiriya bihindura urusaku mubimenyetso byubucuruzi bikora, kandi bikagaburira iyo miterere-nyayo isubira muri CRM. Emerera abakoresha gufata ingamba murwego rumwe rwagizwe, rworoshye. Kwamamaza ibicuruzwa byikora: Kwerekana imirimo isubirwamo hamwe no kohereza ubukangurambaga, kubohora amakipe kwibanda kubikorwa byingenzi. Imicungire yimikoranire yabakiriya (CRM): Ihuza amakuru yumukiriya kandi itanga ubushishozi bwukuntu imbaraga zo kwamamaza zigira ingaruka kubicuruzwa. Sisitemu yo gucunga ibikubiyemo (CMS): Imbaraga zimbuga na blog, bikora nkumuryango wambere wa digitale kubikorwa byabakiriya. Imiyoboro yamamaza imeri: Gushoboza gukora imeri, kwikora no gusesengura kurera kuyobora no kuguma uhujwe nabumva. Ibikoresho bya moteri ikora neza (GEO): Ifasha mugukoresha imbaraga zishakisha imbaraga za AI. Shakisha moteri yo gushakisha (SEO) ibikoresho: Imfashanyo hamwe nijambo ryibanze ryubushakashatsi, urwego rukurikirana hamwe nisesengura ryinyuma kugirango uzamure ibinyabuzima. Tekinoroji yo kwamamaza: Hindura ibikoresho byo kwamamaza moteri ishakisha (SEM), kwerekana amatangazo hamwe nindi miyoboro yishyuwe kugirango itware traffic. Ihuriro ryisesengura: Itanga ubushishozi mubikorwa byurubuga no kwamamaza ROI kugirango uyobore ibyemezo bishingiye ku makuru. Sisitemu yo gucunga umutungo wa DAM (DAM): Gutegura no kubika umutungo wa digitale, byoroshye kubona no gukoresha ibikubiye mubukangurambaga.
Nigute wubaka martech itanga umuvuduko wicyemezo Mbere yuko nsangira urwego rufatika rwo kugenzura no kongera kubaka martech yawe, nkeneye gusobanura itandukaniro rikomeye riri hagati yumuvuduko n'umuvuduko. Umuvuduko bivuze ko ninjiye mumodoka no kuvoma gaze. Ngiye kugenda byihuse uko nshoboye igihe cyose nshoboye. Ariko icyo nikintu cyihuta. Ntabwo bisaba icyerekezo cyangwa ingaruka. Umuvuduko urakora. Umuvuduko = umuvuduko + icyerekezo. Bivuze ko uzi neza aho ugiye, kandi urashobora guhita usunika ukurikije ibimenyetso byisoko. Iyo wimutse n'umuvuduko, utera imbere ufite intego, ushakisha byimazeyo ingaruka no guhindura ubushishozi mubikorwa. Ufite ibikoresho ukeneye gusesengura no gusubiramo uko ugenda. Mubikorwa, ibyo bisa nkibikoresho bya martech byubatswe mugutunganya ubushishozi bwamateka nigihe nyacyo kugirango abayobozi bashobore gufata ibyemezo byihuse, byiza. Hano hari intambwe ushobora gutera kugirango wimuke vuba ufite ikizere. Sobanura ikibazo cyangwa ukeneye kugerageza gukemura Abantu ntibateranya ibikoresho byabo byikoranabuhanga kuko babishaka. Barabikora kuko hari ikibazo cyibanze kigomba gukemuka. Menya neza uburyo itsinda ryanyu rishobora kungukirwa nigisubizo cyibisubizo byimbuga nkoranyambaga, niba aribwo buryo bwiza bwo kubona ibicuruzwa byawe, kugabana amajwi cyangwa guhuza abakiriya. Ibi bizafasha itsinda rya IT yawe kumva neza ibyo ushyira imbere nibisabwa. Kugenzura ibikoresho byawe hamwe nubushobozi bwamakuru Suzuma ubu martech stack yawe urebye neza kuri buri gikoresho, ugenzure neza uburyo yinjiza kandi igasesengura amakuru atubatswe. Niba udashobora kugera kuri "kuki" inyuma yamakuru, amakuru yawe yibanze aroroshye nkinzu yamakarita kandi ntabwo akomeye bihagije kugirango wubake ingamba hirya no hino. Kwishyira hamwe no kuba inyangamugayo ni lisansi ituma umuvuduko wibyemezo bishoboka. Niba suite yawe ifata ubushishozi nkibintu byicecekeye cyangwa ikibaho cyihariye, wabuze 70% byijwi ryumukiriya wawe. Imibereho rusange igomba kumera nkibice bihuza byinjira muri CRM hamwe nibikoresho byubucuruzi byubucuruzi kugirango habeho urusobe rwibinyabuzima rwuzuye. Sobanura ibyavuye mu bucuruzi byibanze ku ngaruka Kumwanya muremure, abamamaza ibicuruzwa bamenye amakuru yabuze yabuze byerekana ingaruka zakazi kabo. Twabuze ishusho yuzuye, ntitwashoboye kubona uburyo ubukangurambaga bwacu bwagize uruhare runini mugusangira amajwi n'amarangamutima. Ubwenge bushingiye ku mibereho ya AI butuma bishoboka guhuza amakuru atandukanye no kubaza ibibazo bishya. Nk, ninde nagezeho kandi babyakiriye bate? Twatsindiye he? Twaguye he? Ikarita ya martech igezweho igomba gutanga ubushishozi ukeneye kugirango wihutishe igihe kiva mubisohoka bikagera ku ngaruka zamafaranga, guhindura ibyemezo mubikorwa hamwe nibisubizo byibanda kuri laser. Huza ibikenewe guhuza ibikorwa nibyingenzi Shyira imbere aho ibimenyetso byimibereho bikurura ibikorwa mubindi bice. Iyo bisangiwe neza, amakuru yimibereho agomba guca icyuho hagati yo kwamamaza, kugurisha, serivisi nubucuruzi. Kurugero, suzuma e.l.f. Amavuta yo kwisiga aherutse guhanga udushya yamenyeshejwe nabakiriyaimyitwarire kuri TikTok. Ikirango cyabonye abakiriya basangira hack kugirango bakureho amacupa ya lipgloss kugirango bashobore kwihitiramo ayabo. Aho kugira ngo itsinda ry’imibereho risobanure gusa "kunda ibi," ubushishozi bwarushijeho kugera ku makipe y’ubucuruzi n’ubucuruzi, maze ikirango gitangiza promotion nshya. Kuri buri $ 15 yakoreshejwe kuri e.l.f. ibicuruzwa, abakiriya bakiriye ibikoresho bya lipgloss byubusa, byitwa (S) e.l.f. Yakoze Icupa rya Halo Gloss. Ibicuruzwa byagurishijwe vuba. Nibyo umuvuduko wibyemezo mubikorwa.
Wubake ejo hazaza Aho waba uri hose mu rugendo rwawe rwo gushyira mu bikorwa AI, ugomba kumenya neza ko stack yawe ari agent AI-yiteguye. AI ninyamaswa idahaze isaba indyo yuzuye yamakuru yumuntu kugirango ikomeze kuba ingirakamaro, kandi ubwenge bwimibereho butanga gahunda nziza yo kurya. Ni ngombwa kandi gukoresha ubwenge bwimibereho kugirango ube uhari aho abakiriya bawe baganira bakabaza ibibazo bijyanye nikirango cyawe, inganda nibindi, bityo ikirango cyawe gishobora kuba igisubizo cyemewe kuri LLMs. Mugihe tuvuye muri SEO tujya mubihe byiganjemo GEO, ubutware buzahinduka ifaranga rikomeye ryubucuruzi. Himura n'umuvuduko, ntabwo bigoye “Intare ntikeneye gutontoma ngo yerekane ko ari intare.” Ayo ni amagambo nifuza ko buri mucuruzi yizera, agashyira umutwe hejuru azi neza ko bafite ibikorwa remezo byubwenge kugirango habeho iterambere ryateganijwe, ryihuse. Ntabwo uzongera gusaba imbabazi zo gukoresha amafaranga, nubwo tuzi ubucuruzi bwacu, inganda nabakiriya bacu nkabandi. Igihe kirageze cyo guhindura amakuru yacu hamwe na bande kuva kuri scorecard yerekana neza inyungu zamafaranga ziteganijwe. Menyesha Ubuyobozi bw'Imibereho Myiza y'Abaturage ya Sprout kugirango umenye ko ufite ibikorwa remezo byo kugera ku majwi nyayo y'abakiriya. The post Kubaka martech stack: Kurandura umusoro utoroshye wumuvuduko wibyemezo appeared first on Sprout Social.
