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AI muProgrammatic Advertising
AI mukushambadza kwechirongwa iko kushandisa muchina kudzidza kutenga nekutengesa zviratidziro zvedhijitari otomatiki, kusarudza mumamilliseconds kuti ad yekuratidza, kunaani, uye nemutengo upi.
Pa peji ino4 min verenga
Pfupiso
Izvo zvine basa nekuti yakawanda yemazuva ano kuratidzwa, vhidhiyo uye yakabatana-TV hesiti inotengeswa neiyi nzira, saka mamodheru aya anoumba izvo zvinoonekwa nevanhu, izvo zvinotambirwa nevaparidzi, uye hutsotsi hwakadii uye kuvanzika kwakatakura system.
Kudzika Kwakadzika
Kana peji kana app ine ad slots inoremerwa, muparidzi wepadivi pepuratifomu anotumira chikumbiro chebhidhi, kazhinji iri muOpenRTB fomati inochengetwa neIAB Tech Lab, kukuchinjana kwekushambadzira uye mapuratifomu ekudiwa. Chikumbiro chinotsanangura maonero: saiti kana app, saizi yekushambadzira, rudzi rwechishandiso, fungidziro yenzvimbo, uye chero zviziviso zvemushandisi zviripo. Iyo auction yese kazhinji ine bhajeti yenguva inosvika zana milliseconds, uye iyo inokunda ad inopihwa mushandisi asati aona kunonoka. AI inoita yakawanda yekusarudza. DSPs dzinomhanyisa modhi dzinofanotaura kudzvanya-kuburikidza mwero, chiyero cheshanduko kana kutaridzika kune yega yega fungidziro, wozoshandura iwo akafanotaura kuita mabhidhi. Sezvo indasitiri yakasimuka kubva pamutengo wechipiri kuenda kumatengo ekutanga-mutengo pakati penguva ingangoita 2017 na2019 (Google Ad Manager akachinja muna 2019), DSPs yakawedzera bhidhi shading: mhando dzinofungidzira mutengo wakaderera ungangohwina, saka vatengi havabhadhare. Padivi rekutengesa, maSSP anoisa pasi ane simba uye anosarudza kuti ndeapi anoda shamwari yekufonera. Kuenzanisira kwevateereri kare kwaienderana nevechitatu-bato makuki anotevera vashandisi mumasaiti ese. Safari inovavharira nekusarudzika uye Firefox inovarambidza, uye Apple's App Tracking Transparency (2021) inorambidza mafoni ekushambadzira ID. Google yakapedza makore ichironga kuburitsa echitatu-bato makuki muChrome kuburikidza neYakavanzika Sandbox, ipapo muna 2024 yakadzora kosi ndokuti hazvizomanikidzira kubviswa kwavo. Kunyangwe zvakadaro, iyo indasitiri yakachinjira kune yekutanga-bato data, yakanangana nemamiriro ezvinhu, dhata yakachena makamuri uye mamwe anozivisa. Ad fraud idambudziko rinogara riripo. Mabhoti, ads akavanzika uye spoofed domains anopedza mabhajeti; iyo Methbot oparesheni yakafumurwa muna 2016 yakanyepa maonero evhidhiyo pane emanyepo evhezheni emasaiti ekutanga. Mamodheru ekuona anotarisa maitiro asiri emunhu, uye ads.txt uye sellers.json zviyero zvinoita kuti vatengi vaone kuti ndiani ane mvumo yekutengesa zvinhu zvesaiti. Imwe pfungwa isiriyo ndeyekuti ad AI 'inoziva' vanhu. Mamodheru mazhinji anoshanda nemasaini angangoitika, uye chikamu chikuru chekunangisa chinoenderana nemamiriro ezvinhu kana kuenzanisirwa pamwero weboka.
Strategic Impact
Mamiriro ezvinhu nemitemo
Mamiriro eindasitiri anosarudza kana mazano eAI achirarama nekusangana neicho chaicho.
Kudzora kwemhando yepamusoro
Zvisungo zveDomain zvinopesvedzera mwero wezvikanganiso zvinogamuchirika uye mamodheru etarisiro.
Vaka sarudzo
Kuendesa kwakabudirira kunonanisa kugona kwehunyanzvi nekumberi kwekufambiswa kwebasa.
Ramangwana reAI muProgrammatic Advertising
Tarisira kuenderera mberi kwekufamba uchienda kune zvikwangwani zvisingavimbi nekutarisa-nzvimbo: muparidzi webato rekutanga, mhando dzemamiriro ezvinhu anonzwisisa zvinorehwa nepeji nemavhidhiyo, uye makamuri akachena umo vashambadzi nevashambadziri vanofananidza vateereri pasina kuchinjana marekodhi. Retail midhiya network uye yakabatana TV ari kukura nzira uko idzi nzira dzatove dzakajairika. Mitemo yekuvanzika munzvimbo dzakasiyana siyana icharamba ichidzikamisa iyo data inogona kupa vateereri mhando, uye kuyerwa kunotsamira zvakanyanya pane yakamisikidzwa, yakaunganidzwa hunhu. Hutsotsi hucharamba huchichinjika, kusanganisira generative AI inoshandiswa kuwanda-kugadzira yakaderera-mhando yakagadzirwa-yekushambadza nzvimbo, saka kuonesa uye kugovera-nzira pachena kunogara pakati. Kuti mabrowser cookie policy anoshanduka sei zvinoramba zvisina chokwadi.
Real-World Implementation
A demand-side platform (DSP) inofanotaura mukana wekuti imwe fungidziro ichatungamira pakutenga uye inowanza nemutengo wemushambadzi pashanduko imwe neimwe kuti isete kubhidha kwayo muokisheni yenguva chaiyo.
Muparidzi wenhau's supply-side platform (SSP) inoshandisa dhirivha yemitengo, kudzidza mutengo wakaderera mhando yega yega yekufungidzira inogona kutorwa saka hesiti haitengeswe zvakachipa.
A fraud-detective system inomisa boka re'vashanyi' rinotakura mapeji kubva kudata-center IP kero, kusambofenda, uye kudzvanya panguva dzemuchina-nguva, uye traffic iyoyo inobviswa chero mabhidhi asati aiswa.
Mutengesi asina wechitatu-bato cookie data anoshandisa kutariswa kwemamiriro ezvinhu: modhi inoverenga zviri muchinyorwa chekufamba uye mabhidhi pane iyo peji yekunze-giya ads, pasina chiziviso chemunhu chinobatanidzwa.
Njodzi & Guardrails
Regulatory zvinodiwa zvinogona kukanganisa zvimwe zvakasimba prototypes.
Nhoroondo yenhoroondo inogona kubatanidza kurerekera kunokuvadza nharaunda dzakati.
Nhaka masisitimu anogona kugadzira mabhodhoro ekubatanidza uye mitengo yakavanzika.
Implementation Roadmap
Batanidza domain nyanzvi kubva pakugadzirisa dambudziko kusvika pakuongorora.
Dhizaina nzira dzekuongorora uye zvinyorwa zvisati zvatanga.
Gadzirisa zvisungo zvekuteedzera uye kuchengetedza nekukurumidza.
Buritsa muzvikamu zvine kujeka kumira uye kudzoreredza maitiro.
Ramba Uchiongorora
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Mibvunzo inowanzo bvunzwa
Chii chinonzi AI muProgrammatic Advertising?
AI mukushambadza kwechirongwa iko kushandisa muchina kudzidza kutenga nekutengesa zviratidziro zvedhijitari otomatiki, kusarudza mumamilliseconds kuti ad yekuratidza, kunaani, uye nemutengo upi. Izvo zvine basa nekuti yakawanda yemazuva ano kuratidzwa, vhidhiyo uye yakabatana-TV hesiti inotengeswa neiyi nzira, saka mamodheru aya anoumba izvo zvinoonekwa nevanhu, izvo zvinotambirwa nevaparidzi, uye hutsotsi hwakadii uye kuvanzika kwakatakura system.
Zvingangoita nguva yakareba sei iyo chaiyo-nguva yekubhidha auction inofanirwa kupera?
Maokisheni eRTB anowanzo mhanya mukati mebhajeti inosvika zana milliseconds saka iyo inokunda ad inogona kupa mushandisi asati aona kunonoka.
Nderipi sangano rinochengeta iyo OpenRTB fomati inowanzoshandiswa pakukumbira mabhidhi?
OpenRTB inochengetwa neIAB Tech Lab, iyo tekinoroji zviyero muviri weiyo indasitiri yekushambadzira.
Chii chinoita bid shading?
Mumaokisheni emitengo yekutanga muhwina anobhadhara zvaanenge atenga, saka mabhidhi-shading modhi anofungidzira mutengo wakaderera wekuhwina kudzivirira kubhadhara zvakanyanya.
Sei uchifanira kudzvanya-kuburikidza-reti fungidziro mune anobhidha ichinyatsogadziriswa, kwete kungoiswa zvakanaka?
Chikumbiro chinoverengerwa kubva pane zvakafanotaurwa, saka 20 muzana overestimate inoshandura zvakananga kuita 20 muzana overbid.
Chii chakaziviswa neGoogle muna 2024 nezve yechitatu-bato makuki muChrome?
Mushure memakore ekuronga chikamu-kunze kuburikidza neChakavanzika Sandbox, Google yakati muna 2024 haizomanikidzira kubviswa kwemakuki echitatu.
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