Ibyingenzi
Ubusobanuro bwa AI burashobora kugabanya ibiciro byishakisha byishyuwe gukanda hejuru ya 50% kubibazo byatewe, bigatuma impression isangira ibipimo bifatika.
Ibibazo byamakuru birashobora kwibasirwa cyane. Ibisubizo bya AI bikemura ibyifuzo byubushakashatsi muri SERP, bigabanya umubare wabakoresha berekeza kumatangazo.
Ibicuruzwa nibiranga ibibazo bifata neza. Amakipe agabana ingengo yimari yishakisha ryinshi-reba ibikorwa byinshi.
Ibipimo byo gupima bigomba kwaguka. Kanda-ukoresheje igipimo cyonyine ntikivuga inkuru yuzuye mugihe ibitekerezo byazamutse ariko gukanda kugwa.
Gushakisha ntibikiri umuyoboro umwe. Ibicuruzwa byongera ingamba zishyuwe kuri YouTube, Pmax, Gusaba Gen, Reddit, TikTok, na AI bifata ibyifuzo hakiri kare ndetse no mubindi byinshi.
Imibare yawe yerekana neza. Igipimo cyawe cyo gukanda kivuga inkuru itandukanye.
Ku matsinda menshi yo gushakisha yishyuwe, iyi ni ukuri gushya. Ubusobanuro bwa AI ubu bugaragara hejuru y ibisubizo byubushakashatsi bwa Google kubibazo bya miliyoni, bisubiza ibibazo byabakoresha mbere yuko bigera kumatangazo. Ibitekerezo bifata neza cyangwa kuzamuka. Kanda biragoye kuza.
Ubushakashatsi bwakozwe na Seer Interactive bwerekanye ko igihe Isuzuma rya AI ryagaragaye mu bisubizo by'ishakisha, igipimo cyo gukanda cyishyuwe cyamanutse kigera kuri 9.87 ku ijana ugereranije na 21.27 ku ijana ku bibazo bimwe nta bisobanuro. Ibyo bivuze kugabanuka kwa 53,6 ku ijana.
Reka turebe impamvu ubwoko bumwe bwibibazo bugaragara kurusha abandi nicyo itsinda ryishakisha ryishyuwe rikora nonaha kugirango rihuze ingamba, intego, hamwe no gupima.
Incamake ya AI irimo kuvugurura urupapuro rwishakisha
Mugihe Google yatangije AI Incamake, yahinduye muburyo bwububiko bwa SERP. Incamake yakozwe na AI ubu ifata umutungo utimukanwa ugaragara hejuru yibisubizo byinshi byubushakashatsi, usubiza ikibazo cyumukoresha mbere yuko bakorana nibindi byose kurupapuro.
Kubushakashatsi bwishyuwe, ingaruka zirahambaye. Amatangazo yigeze kugaragara hafi yurupapuro noneho agaragara munsi yincamake ya AI. Abakoresha bazenguruka igisubizo kirambuye cyatanzwe na AI mbere yuko bahura nigisubizo cyishyuwe.
Ntabwo ari uguhinduka gusa. Ubushakashatsi bwa Seer Interactive bwerekanye ko kuba AI Isubiramo bifitanye isano no kugabanuka kw'amanota 12 ku gipimo cyo gukanda. Hafi ya dataset yuzuye, bivuze ko igabanuka rya 53,6 ku ijana ugereranije n’ishakisha aho nta Rusange rya AI ryerekanwe.
Ikibazo nyamukuru: gushakisha kwishura kwishura ntibikiri nkibisanzwe byitondewe. Ibitekerezo muri SERP byiganjemo AI Incamake ntabwo bitwara uburemere buke nkibisobanuro kurupapuro rwibisubizo gakondo.
Niba amakipe yibwira ko ibitekerezo byose bifite agaciro kangana, amakuru yimikorere azakomeza kugorana kubisobanura. Ibitekerezo birazamuka. Kanda guma guma. Amafaranga yinjira hamwe niyamamaza biragoye guhanura.
Gusobanukirwa ibi bisaba gusesengura ubwoko bwibibazo bikunze gutera AI Incamake hamwe ningaruka zavuye mugutanga ingengo yimari.
Impamvu Ibibazo Byamakuru Bigenda Bidafite agaciro Kubushakashatsi Bwishyuwe
Ibibazo byose ntabwo bingana. Ubusobanuro bwa AI bugaragara cyane kubibazo byamakuru kuruta kubibazo byinshi-bigamije, kandi ibyo gutandukanya itandukaniro ryingengo yimari. Ibi bifitanye isano rya hafi nuburyo bwagutse bwo gushakisha zeru, aho abakoresha babona ibyo bakeneye muri SERP ubwayo kandi ntibigera bakanda kurubuga.
Noneho incamake ya AI isubiza ikibazo kumwanya. Icyiciro cyubushakashatsi cyigeze kohereza abakoresha kuzenguruka mumapaji menshi yibisubizo byahagaritswe mumasanduku imwe yakozwe na AI. Abakoresha basoma igisubizo, babone ibyo bakeneye, hanyuma bakomeze badakanze.
Ibibazo byubucuruzi bivuga inkuru itandukanye. Ubushakashatsi bufite intego yo kugura neza, nko kubaza ibiciro, kugereranya ibicuruzwa, hamwe no gusaba demo, ntibishobora gutera AI Incamake. Iyo babikora, amatangazo aracyakora neza. Dukurikije ubushakashatsi bumwe bwa Seer, ibibazo byerekana ibicuruzwa hamwe na AI Incamake ihari biracyatanga 16.36 ku ijana igipimo cyo gukanda, hejuru yikigereranyo cyubwoko bwibibazo byamakuru.
Inshingano ifatika: ingengo yimari yatanzwe kubibazo bihora bitera AI Incamake ifite ibyago byinshi byo gutanga ibitekerezo udakanze. Kumenya ibibazo biri kuri konte yawe biri muricyo cyiciro nintambwe yambere ifatika yo kurinda imikorere.
Amakipe 10 yishakisha yishyuwe Amakipe arimo akora nonaha
Amakipe ashakisha yishyuwe ntabwo ategerejekugirango Google ikemure iki kibazo. Pivots zikurikira zerekana ibyo abimenyereza basanzwe bakora kugirango barinde imikorere kandi bahuze na SERP irushanwe.
Hindura Ingengo yimari Kubibazo byubucuruzi
Gushakisha amakuru biragenda bikemuka muri SERP. Ibibazo nka "CRM ni iki" cyangwa "Nigute ROAS ikora" nubutaka bwibanze kuri AI Incamake, bivuze ko abakoresha bake bahindukirira kumatangazo.
Gushakisha ibikorwa byitwara ukundi. “CRM nziza kubucuruzi buciriritse,” “Igiciro cya Salesforce,” na “gahunda yerekana demo” iracyatanga uruhare rukomeye rwo kwamamaza. Kugenzura ubukangurambaga bwawe kubushake no kwimuka ukoresha kure yijambo ryibanze ryamakuru ugana kubibazo byiteguye guhinduka ni bumwe muburyo butaziguye bwo kurinda amafaranga.
Imyubakire Yubatswe Hafi Intego, Ntabwo Ijambo ryibanze gusa
Ijambo ryibanze ryitsinda ryibanze kumutwe ritanga inzira kubice ukurikije intego. Gutegura ubukangurambaga mu ndobo zamakuru, iz'ubucuruzi, n’ubucuruzi zemerera amakipe kugena ingengo yimishinga neza kandi igahinduka vuba uko AI Incamake yagutse.
Iyo ubukangurambaga bwamakuru butandukanijwe nurujya n'uruza rwinshi, kugabanya cyangwa kubihagarika biba icyemezo gisukuye. Urashobora gukora utabangamiye ubukangurambaga bukomeje gutwara ibisubizo.
Kurengera no Kwagura Ishakisha ryibicuruzwa
Ibibazo by'ibicuruzwa biri mubishobora kwihanganira ubushakashatsi bwa AI. Abakoresha bashakisha isosiyete yawe mwizina bitwaza intego zikomeye zo kugura, kandi amatangazo yamamaza aracyahinduka kubiciro biri hejuru nubwo AI Isuzuma rigaragara.
Hatariho kwiyamamaza kuranga ibikorwa, abanywanyi barashobora gupiganira ibicuruzwa byawe hanyuma bagafata iyo traffic mu buryo butaziguye. Kurinda amagambo yikirango nibyingenzi byambere byishyura buri gihe.
Kora Amatangazo Kurushanwa Kurushanwa
Amatangazo agaragara munsi yincamake ya AI agomba gukora cyane kugirango yitabweho. Ibintu byose biboneka bifite akamaro. Sitelinks ongeraho inzira yo kuyobora. Abahamagarwa bashimangira ibyifuzo. Ibice byubatswe bitanga ibyiciro byibicuruzwa birambuye. Kwagura ibiciro bisubiza ikibazo cyumuguzi mbere yo gukanda.
Iyamamaza ryagutse neza rihagaze munsi ya AI Incamake izahora irusha barebone inyandiko yamamaza kumwanya umwe.
Andika Ad Copy Yimura Icyemezo Imbere
Umukoresha ubonye amatangazo yawe birashoboka ko yamaze gusoma incamake yakozwe na AI. Kopi yamamaza ntigomba gusubiramo ibyo AI imaze gutwikira. Igomba gutera umwanzuro imbere.
“Shaka ubugenzuzi ku buntu” ikora imirimo irenze “Wige byinshi kuri SEO.” Umwihariko uhinduka mugihe abakoresha barangije icyiciro cyo gukusanya amakuru. Gukoporora byibanze kubitandukanya, ibiciro bisobanutse, cyangwa igikorwa gikurikiraho cyinjiza gukanda ubutumwa rusange bwikimenyetso ntabwo.
Kwagura Intsinzi y'abanywanyi
AI Incamake ikunze kuvuga ibicuruzwa nibiranga mugihe uvuze muri make icyiciro. Nyuma yo gusoma incamake yerekana ibikoresho bya CRM byo hejuru, uyikoresha akenshi ashakisha ako kanya kubirango byihariye cyangwa ibiciro. Ayo ni amahirwe yo gutsinda.
Gupiganwa kuri “[Umunywanyi] ubundi” na “[Umunywanyi] vs [Ikirango cyawe]” bigera kubakoresha muriki gihe barimo kugereranya muburyo bwo guhitamo. Iri shakisha riba nyuma yubushakashatsi bwa AI bumaze kuyungurura bwa mbere.
Shora Byinshi muri Remarketing hamwe no Kwumva
Ubusobanuro bwa AI bugabanya icyiciro cyubushakashatsi, ariko ntibikunze gufunga icyemezo burundu. Abakoresha benshi basoma incamake, bagenda kure, hanyuma basubire gushakisha mbere yo guhinduka. Remarketing igufasha kongera guhura nabakoresha muri idirishya ryo kugaruka.
Amakuru yishyaka ryambere aba afite agaciro hano. Kubaka ibice byabateze amatwi uhereye kubasura urubuga, urutonde rwa imeri, hamwe namakuru ya CRM biha amakipe intego yibisobanuro ijambo ryibanze ryipiganwa ryonyine ridashobora gutanga.
Koresha Umukino Mugari kugirango Ufate Ibibazo Byibiganiro
Ubushakashatsi buterwa na AI bukunda kuba ndende kandi karemano mumvugo. Abakoresha bamenyereye ibikoresho bya AI byo kuganira bazana ubwo buryo kubibazo byabo byo gushakisha. Urutonde rwose ruhuye rwubatswe kubugufi, ijambo ryibanze gakondo bizabura umugabane wiyongera wurwo rugendo. Ongera usubiremo ingamba zo gushakisha amasoko yishyuwe hamwe nibitekerezo ukwiye umwanya.
Imikorere ya Max kwiyamamaza hamwe nubwoko bwagutse bwimikino ifasha gufata ibibazo birebire, bitateganijwe kubibazo bigenda bigaragara. Ubucuruzi-buke ntabwo bugenzurwa, bigatuma gukurikirana imikorere ikomeza ari ngombwa.
Ongera utekereze uko upima gushakishaImikorere
Kanda-ukoresheje igipimo kigabanuka mugihe ibitekerezo bifata ntabwo byanze bikunze byatsinzwe. Mubidukikije bya AI, akenshi ni ibisubizo biteganijwe. Ikosa ni gufata CTR nkikimenyetso cyibanze cyubuzima mugihe ibidukikije bya SERP byahindutse cyane.
Amakipe ahindura ibipimo byo gupima arimo gukurikirana igabana ryerekana, hejuru-y-urupapuro rwo kugaragara, igipimo cy’ishakisha ryiyongera, hamwe no gufasha guhinduka hamwe na metero gakondo. Hamwe na hamwe, ibyo bimenyetso bitanga ishusho yuzuye yerekana icyo gushakisha bigira uruhare mubisubizo byubucuruzi.
Inkomoko: Kapiteni w'itangazamakuru
Gutandukanya Kurenga Kwamamaza
Zeru-kanda inzira igabanya ibarura ryaboneka ryo murwego rwohejuru rwo gushakisha. Nkuko byakorewe ubushakashatsi muri zeru-kanda ejo hazaza, gushakisha biracyafite akamaro, ariko ntibishobora gutwara uburemere bwonyine nkuko byahoze.
Saba ubukangurambaga bwa Gen, YouTube, Erekana, kandi wishyuye imibereho yose ifasha kugera kubakoresha mbere muri funnel mbere yuko bagera kuri Google biteguye kugura. Gushakisha noneho bihinduka uburyo bwo gufata ibyifuzo byubatswe ahandi. Ibitangazamakuru byishyuwe byuzuye bigomba gukorana cyane kuruta mbere.
Igipimo cyo gushakisha cyishyuwe kirahinduka
Ubushishozi bwo kureba kanda-kunyuramo mugihe amafaranga yishyuwe yibikorwa birumvikana. Nimwe mubipimo bigaragara cyane kuri konte ishakisha. Mubidukikije bya AI, nubwo, ari ikimenyetso kituzuye.
Kwiyongera kwibara kubara no kugabanuka gukanda-ntago buri gihe byananiranye kwiyamamaza. Bikunze kwerekana impinduka mubigize SERP. Ishakisha rya Moteri Isesengura ryitsinda ryishakisha ryishyuwe ryemeza ko Isuzuma rya AI rigabanya CTR no kuzamura CPC icyarimwe, guhagarika urugendo rwabaguzi kandi bisaba ubwihindurize bwo gupima aho gukosora imikorere gusa.
Inkomoko: Adthena
Gusangira ibitekerezo byerekana inshuro nyinshi amatangazo agaragara kubibazo byujuje ibisabwa. Igice kinini cyerekana hamwe na CTR yemeza ko kugaragara bikomeye ariko gusezerana biroroshye. Icyo nikibazo gitandukanye nikibazo cyo kugabana impression, kandi gisaba igisubizo gitandukanye.
Umubare wubushakashatsi bwanditse ni prokisi kubisabwa muri rusange. Niba ubukangurambaga bwo kumenyekanisha hamwe nimbaraga zo hejuru zirimo gukora, ingano yo gushakisha ibicuruzwa igomba kwiyongera mugihe. Nuburyo bumwe busukuye bwo kwemeza niba amafaranga yagutse yo kwamamaza ari ugushaka gushakisha.
Ihinduka ryafashijwe ryerekana uburyo gushakisha bigira uruhare mubisubizo bifunga umuyoboro utandukanye cyangwa mugice gikurikira. Gushakisha akenshi bikora umurimo wo kumenya no gutekereza kubikorwa bigaragara mumakuru ya nyuma yo gukanda ahandi.
Igipimo cyo hejuru-kurupapuro rukurikirana umugabane wibitekerezo bigaragara mumyanya-igaragara cyane hejuru yibisubizo kama. Muri AI Incamake y'ibidukikije, uwo mwanya ufite akamaro kuruta uko byahoze. Ubushakashatsi bwakozwe na Semrush bwa AI bwerekanye ko ubwiyongere bwa AI butandukanye cyane n'inganda, bivuze ko amakipe afite amakuru yihariye azagira akarusho muguhindura uburyo bukaze kugirango bahindure ibipimo byabo byo gupima.
Inkomoko: Semrush
Impinduka nini: Gushakisha Biba Ibinyabuzima
Google iracyari urubuga rwo gushakisha. Ariko nkuko AI SEO ikomeje kuvugurura uburyo ibivumbuwe, shakisha nkimyitwarire ubu bibaho murwego runini rwagutse.
Abakoresha bashaka ibicuruzwa basubiramo kuri Reddit. Ifishi ngufi uburyo-kunyurwa ibaho kuri YouTube na TikTok. Ibikoresho bya AI nka Perplexity na ChatGPT bisubiza ibibazo byubushakashatsi butaziguye. Abakiri bato bumva akenshi bazenguruka Google kugirango bavumbure burundu, bakoresheje imbuga nkoranyambaga.
Inkomoko: Yewx
Ku makipe ahembwa, gushakisha ingamba zo kwamamaza byaragutse bihuye. Kugaragara kuri Google biracyafite akamaro. Noneho rero kuboneka kurubuga aho abakoresha bashiraho ibitekerezo bakagereranya amahitamo mbere yuko bafungura umurongo wo gushakisha.
Ingengo yimishahara yishyuwe iragenda igabanywa kugirango bigaragaze ibi. Amakipe yigeze kwibanda cyane kumikoreshereze ya digitale mugushakisha Google ubu arimo kugerageza YouTube, PMax, Gusaba Gen, Amatangazo ya Reddit, na TikTok murwego rumwe. Intego ntabwo ari ukureka gushakisha ahubwo ni uguhuza ibisabwa kuri buri ngingo.
Ibibazo
Ni izihe ngaruka za AI yibyara kubushakashatsi bwishyuwe na PPC?
Generative AI yahagaritse urugendo rwubushakashatsi bwabaguzi kandi isunika amatangazo hepfo kurupapuro. Ubushakashatsi bwa Seer Interactive bwerekanye ko amafaranga yishyuwe gukanda yagabanutseho hejuru ya 53% kubibazo aho AI igaragara. Ingaruka zigaragara cyane kumakuru no kubibazo bishingiyegushakisha. Ibibazo byubucuruzi bifite intego yo kugura bisigaye bikomeza kwihangana.
Nigute AI Mode izongera gusobanura iyamamaza ryishyuwe ryishyuwe?
Google Mode ya Google itanga ibisubizo byimbitse, byinshi byo kuganira kuruta ibisobanuro rusange bya AI, bishobora kurushaho guhagarika urujya n'uruza rw'amakuru. Ku makipe ahembwa, ibi bishimangira ihinduka ryijambo ryuruhererekane, imbaraga zikomeye zo guhanga, hamwe nishoramari ryinshi. Amakipe akurikirana uburyo ubushakashatsi bukoreshwa na AI bugenda butera imbere bizahagarara neza kugirango bahuze amasoko yabo hamwe nintego zabo mbere yuko ingaruka zigera kumikorere.
Ni uwuhe muti ufasha kunoza ubushakashatsi bwa AI butwarwa nubushakashatsi bwishyuwe?
Wibande ku ijambo ryibanze ryibikorwa bigamije, kwagura iyamamaza kugirango wongere imitungo itimukanwa ya SERP, kandi ushore imari mukwamamaza ibicuruzwa. Guhuza ingamba zishyuwe hamwe nibirimo SEO byinjiza AI Incamake yibisobanuro nabyo bitezimbere gushakisha muri rusange. Impression yo kugabana raporo hamwe no hejuru yurupapuro rwibipimo byamakuru muri Google Amatangazo nibyo byerekana neza aho bigaragara neza.
Nibihe bikoresho bifasha gusesengura amatangazo yishakisha yishyuwe muri AI-Banza Gushakisha?
Google Yamamaza itanga igabana ryerekana, igipimo cyo hejuru-page, hamwe namakuru ya CTR akenewe kugirango hamenyekane ingaruka za AI. Amahuriro nka Adthena akurikirana uburyo impinduka zishakisha za AI zigira ingaruka kumarushanwa yamamaza mugihe nyacyo. Ibikoresho nka Semrush na Ahrefs nabyo ni ingirakamaro kuri AI Incamake yijambo ryibanze rikurikirana, rifasha ikipe yawe kumva ijambo ryibanze ritera AIOs.
{ "@context": "https://schema.org", "@ubwoko": "Ibibazo", "MainEntity": [ { "@ubwoko": "Ikibazo", "izina": "Ni izihe ngaruka za AI yibyara ku ishakisha ryishyuwe na PPC?", "igisubizo cyemewe": { "@ubwoko": "Igisubizo", . } } , { "@ubwoko": "Ikibazo", "izina": "Nigute Uburyo bwa AI buzongera gusobanura iyamamaza ryishyuwe ryishyuwe?", "igisubizo cyemewe": { "@ubwoko": "Igisubizo", . } } , { "@ubwoko": "Ikibazo", "izina": "Ni uwuhe muti ufasha kunoza ubushakashatsi bwakozwe na AI mu bushakashatsi bwishyuwe?", "igisubizo cyemewe": { "@ubwoko": "Igisubizo", . } } , { "@ubwoko": "Ikibazo", "izina": "Ni ibihe bikoresho bifasha gusesengura amatangazo yishakisha yishyuwe muri AI-Banza Ishakisha?", "igisubizo cyemewe": { "@ubwoko": "Igisubizo", . } } ] }
Umwanzuro
Amakipe ahuza intego, gupima, hamwe ningamba zumuyoboro azasanga gushakisha byishyuwe bikomeje gutanga. Uburyo bwakoze muri 2022 cyangwa 2024 bukeneye ubugenzuzi bukomeye.
Ubusobanuro bwa AI bwahagaritse icyiciro cyubushakashatsi, bwimurirwa aho kwitabwaho kuri SERP, no kwerekana imipaka yikigereranyo cyo gukanda nka KPI yihariye. Abacuruzi bamenya izo mpinduka hakiri kare kandi bagahindura bikurikije bazakomeza guhatana nkuko Google ishakisha uburambe bukomeje kwiyongera.
Gushakisha ntabwokuzimira, ariko uburyo abantu babukoresha ni. Ingamba zamakuru zishyuwe zubatswe kuri ubwo bwihindurize zizaruta izubatswe ku isi aho gukanda ku rubuga byari ibisubizo bidasanzwe kuri buri kibazo.
Kugira ngo urebe neza uburyo ingamba zishyuwe hamwe n’ibinyabuzima zikorana muri ibi bidukikije, shakisha icyerekezo cyuzuye kuri Google Amatangazo hamwe n’ubuyobozi bwa SEO kugirango urebe uburyo iyi miyoboro ishobora gushimangira. Google Ads Grader yacu nayo izafasha kumenya neza ko amatangazo ukora akora neza kugirango atsinde.
