Umukoresha abaza Gemini ati: "Munshakire intebe y'akazi munsi y'amadorari 400 hamwe n'inkunga yo kohereza no kohereza ku buntu. Tegeka icyiza." AI ntabwo ifungura tab nshya. Ntabwo isaba uyikoresha gukanda ikintu cyose. Ahubwo, irabaza ububiko bwibicuruzwa, gusubiramo ibice, kugenzura ibarura-nyaryo, kugereranya politiki yo kohereza, no gutangiza igenzura - byose nta muntu ukora ku rupapuro rumwe. Ibi nibintu byose uyikoresha yaba yarakoze wenyine, ariko ubu mugice gito, hamwe nimbaraga nyinshi nkuko byasabye kwandika ikibazo cyambere. Nibyiza, ntabwo dushobora kuba turi murwego aho buriwese areka abakozi ba AI kubakorera ibyo baguze byose. Ariko ntibikiri ejo hazaza. Icyatumye ibyo bishoboka ntabwo ari moderi ya AI ubwabo. Nibikorwa remezo tubona bihinduka igice cyingenzi cyukuntu imbuga za kijyambere zubatswe. Ibikorwa remezo bigizwe na protocole ibwira abakozi ba AI uburyo bwo kubona urubuga rwa buri mucuruzi, kumva urutonde rwabo, kugenzura ibyo basaba, no gufata ingamba. Izi protocole zisobanura uburyo abakozi ba AI bakorana nikirango cyawe. Kandi SEO nyinshi ntibazi ko zihari. Mugusoza iyi ngingo, uzasobanukirwa nibyo buri protocole ikora, uko itandukana, nimpamvu ukeneye kwitondera ibibera munsi yumutwe wa AI niba ushaka kuguma ugaragara imbere. Kuki Protocole ifite akamaro kuri SEO Porotokole igena niba umukozi wa AI ashobora gukorana nikirango cyawe muri gahunda, cyangwa niba agomba gukeka. Ibicuruzwa bishobora kuvuga ururimi rwumukozi birashoboka cyane ko bitagaragara gusa, ariko kandi birasabwa kandi, amaherezo, byahujwe no kugura. Tekereza uburyo ama robots.txt na XML sitemap yahindutse imigabane kumeza kubashakisha. Porotokole ya agent irimo gushiraho kugirango ibe abakozi ba AI. Shyira mu buryo bworoshye: niba ushaka ko abakozi babasha gufata ingamba kurubuga rwawe - niba aribyo kugura, kubika ameza, cyangwa kuzuza urupapuro - ugomba kumva protocole.
Icyitonderwa: Ntabwo dushaka kuvuga ko udafite protocole abakozi ba AI nabakoresha batazigera bagera kurubuga rwawe cyangwa kubigura. Ubucuruzi bwabakozi buracyari shyashya, kandi na protocole ubwayo iracyatera imbere. Ariko twizera ko abakozi bazagenda bakora mwizina ryabakoresha, kandi ko byoroshye kuborohereza kubikora kurubuga rwawe, umwanya mwiza uzaba mwiza nkuko ubucuruzi bwabakozi buhinduka ihame.
Ikarita ya Porotokole: Ikarita Yihuse Izi protocole ntabwo zipiganwa kurwanira kuganza. Bakorera mubice bitandukanye byurwego rumwe, kandi ibyinshi byateguwe kugirango dukorere hamwe. Dore gusenyuka byihuse kubyo protocole ikora:
Inzira Icyo ikora Amasezerano y'ingenzi
Intumwa / Igikoresho Ihuza abakozi kumakuru yo hanze, APIs, nibikoresho MCP
Intumwa / Intumwa Reka abakozi batanga imirimo kubandi bakozi A2A
Intumwa / Urubuga Reka urubuga ruhindurwe neza nabakozi NLWeb, WebMCP
Intumwa / Ubucuruzi Gushoboza abakozi kuvumbura ibicuruzwa no kugura byuzuye ACP, UCP
Icyitonderwa: Kimwe nibintu byose AI, protocole ya agent tuzatanga ibisobanuro birambuye hepfo bihora bitera imbere. Ibi bivuze ko amahuriro amwe ataremera amwe mumasezerano, kandi umwihariko wa buri protocole nayo ishobora guhinduka mugihe.
MCP: Porotokole y'icyitegererezo MCP ni umuhuza rusange hagati yabakozi ba AI nibikoresho byo hanze, inkomoko yamakuru, na APIs. Uburyo Bikora Mbere ya MCP, buri gikoresho cya AI cyari gikeneye kwishyira hamwe kuri buri soko yamakuru yashakaga kubona. Niba wifuzaga kuganira kugirango ukure ibiciro bizima muri base yawe hanyuma uyihuze na CMS yawe, umuntu yagombaga kubaka umurongo wa bespoke hagati ya sisitemu. Noneho iyubake igihe cyose umwe yahindutse. MCP isanzwe ihuza iyo sano. Tekereza nka USB-C kuri AI: protocole imwe yemerera umukozi uwo ari we wese gucomeka mu gikoresho icyo ari cyo cyose, ububikoshingiro, cyangwa urubuga rubishyigikira. Intumwa ikoreshaMCP irashobora gukurura amakuru yibiciro bizima, kugenzura ibarura, gusoma ibintu byubatswe kurubuga, cyangwa gukora akazi, byose binyuze mumurongo umwe. Urubuga cyangwa igikoresho gisohora seriveri ya MCP, kandi umukozi arabihuza. Hano harakenewe cyane kubikorwa byo guhuza ibikorwa kumpande zombi. Ninde uri inyuma yacyo MCP yatangijwe na Anthropic mu Gushyingo 2024. Kuva icyo gihe yemejwe na OpenAI, Google, na Microsoft. MCP ubu iyobowe numuryango ufungura isoko munsi ya Agentic AI Foundation (AAIF), ikigega kiyobowe na Linux Foundation. Kuva mu ntangiriro za 2026, hari seriveri zirenga 10K MCP hanze, bigatuma iba de-facto yo guhuza abakozi-ku-bikoresho. Icyo Bisobanura Kubirango byawe Amakuru yubatswe, API isukuye, hamwe na HTML igerwaho yamye ari tekinike nziza SEO. Noneho nabo basabwa guhuza abakozi. Ibirango hamwe na MCP ihuza amakuru biha abakozi ikintu cyo gukorana nabo. Ibicuruzwa bitaribyo bihatira abakozi gusiba impapuro no gusobanura ibisobanuro, bitera guterana amagambo kandi bishobora kugira ingaruka niba bagusabye.
Wige byinshi kuri MCP hano.
A2A: Porotokole y'abakozi A2A nigipimo cyemerera abakozi ba AI kubacuruzi batandukanye kuvugana, gutanga imirimo, no guha akazi undi. Uburyo Bikora MCP ireka umukozi avugana nibikoresho. A2A ireka abakozi bakaganira. Iyo umurimo utoroshye bihagije kugirango ukenere abakozi benshi b'inzobere - nk'imwe yo gukora ubushakashatsi, imwe yo kugereranya, n'indi yo kurangiza ibikorwa - A2A ni protocole ibahuza. Buri mukozi wujuje A2A atangaza "Ikarita yumukozi" kuri URL isanzwe (isa na "/.ibyiza- bizwi/agent-card.json"). Iyi karita yamamaza ibyo umukozi ashobora gukora, ibyinjira byemera, nuburyo bwo kubyemeza. Abandi bakozi bavumbuye amakarita ninshingano zinzira. Igisubizo: abakozi bo mubigo bitandukanye rwose, byubatswe muburyo butandukanye, bikorera kuri seriveri zitandukanye, barashobora gufatanya kubisabwa umukoresha umwe. Nta bihuza byubatswe bikenewe. Ninde uri inyuma yacyo Google yatangije A2A muri Mata 2025 hamwe n’abafatanyabikorwa mu ikoranabuhanga 50+, barimo Salesforce, PayPal, SAP, Umunsi w'akazi, na ServiceNow. Linux Foundation ubu irayikomeza munsi yimpushya za Apache 2.0. Icyo Bisobanura Kubirango byawe Mugihe ibikorwa-byinshi byakazi bigenda byiyongera, abakozi barashobora gusuzuma ikirango cyawe kuri bariyeri nyinshi mbere yuko umuntu abona ibisubizo. Urunigi rushobora kugaragara nkibi:
Umukozi wubushakashatsi agaragaza ibicuruzwa byawe kuva murwego rwagutse Umukozi ushinzwe gusuzuma asoma ibitekerezo byawe akanagenzura amarangamutima Umukozi ushinzwe ibiciro agenzura ibiciro byawe kubandi bantu Umukozi wiringirwa yambukiranya ibyifuzo byawe kugirango bihamye
A2A itegura urunigi rwose. Niba amakuru yawe adahuye ninkomoko, nkaho urupapuro rwibiciro ruvuga ikintu kimwe numwirondoro wawe wa G2 ukavuga ikindi, umukozi wa AI ashobora gushungura ikirango cyawe nkumunywanyi. Byose mbere yuko uyikoresha akubona nkuburyo bwo guhitamo.
Wige byinshi kuri A2A hano.
NLWeb: Urubuga Ururimi Kamere NLWeb ni protocole ya Microsoft ifunguye ihindura urubuga urwo arirwo rwose mu ndimi karemano, rusabwa n'abantu ndetse n'abakozi ba AI. Uburyo Bikora Kuri ubu, iyo umukozi wa AI asuye urubuga rwawe, birashobora kuba ngombwa ko ukeka byinshi. Ihanagura HTML yawe, itanga ibisobanuro bivuye mubirimo, kandi yishingikiriza kurupapuro rwawe rwubatswe neza kugirango ubashe kubisobanura neza. Hano hari ibyumba byinshi byo kwibeshya. Urubuga rumaze gushyira mu bikorwa NLWeb, umukozi uwo ari we wese arashobora kohereza ikibazo cyururimi kavukire kurwego rusanzwe "/ kubaza" hanyuma akakira igisubizo cya JSON. Urubuga rwawe noneho rusubiza ikibazo cyumukozi mu buryo butaziguye, kuruta umukozi usobanura HTML yawe. Buri NLWeb urugero nabwo ni seriveri ya MCP. Urubuga rushyira mu bikorwa NLWeb ruhita ruba rushobora kugaragara muri ecosystem ya MCP yagutse nta bikoresho byongeweho. Ninde uri inyuma yacyo NLWeb yaremwe na R.V. Guha, kimweumuntu inyuma ya RSS, RDF, na Schema.org. . Microsoft yatangaje NLWeb muri Build 2025 muri Gicurasi 2025. Ifungura-isoko kuri GitHub. Ababyaye kare barimo TripAdvisor, Guhindura, Ibirori, Itangazamakuru rya O'Reilly, na Hearst. Icyo Bisobanura Kubirango byawe Kuri SEO, NLWeb niyaguka risanzwe ryakazi ushobora kuba usanzwe ukora. Igishushanyo mbonera, ibiryo bya RSS bisukuye, nibirimo byubatswe neza nibyo shingiro NLWeb yubakiyeho. Imbuga zashora imari muburyo bwimiterere zifite intangiriro. Imbuga zitaragoye kubakozi gukorana nabo, ariko zirashobora gufata byoroshye mugushira mubikorwa igishushanyo mbonera. Amakuru yubatswe asanzwe afasha moteri zishakisha, kandi irashobora korohereza abakozi gusobanukirwa no gukorana nurubuga rwawe. Ibyo byongera agaciro kubikorwa bya tekiniki SEO ushobora kuba washyize hanze.
Wige byinshi kuri NLWeb hano.
WebMCP WebMCP ni icyifuzo cya W3C cyemerera imbuga za interineti gutangaza ubushobozi bwazo kubakozi ba AI binyuze muri mushakisha. Uburyo Bikora NLWeb ituma ibikubiyemo bibazwa. WebMCP igenda iyindi ntambwe: ireka imbuga za interineti zigaragaza ibikorwa bashyigikiye. Ibi bikorwa bishobora kuba birimo "ongera ku gare," "igitabo cyerekana demo," "reba ko bihari," kandi "utangire ikigeragezo." Ubu bushobozi butangazwa muburyo bwimiterere, imashini isomeka. Aho kugirango umukozi asibe UI yawe hanyuma akeke uko cheque yawe ikora, WebMCP itanga ikarita isobanutse, iturutse kumasoko (wowe). Ninde uri inyuma yacyo Google na Microsoft basabye WebMCP, kandi Itsinda ryabaturage W3C kuri ubu ririmo kubikora. Chrome yo kureba mbere yoherejwe muri Gashyantare 2026, hamwe n’inkunga nini ya mushakisha iteganijwe hagati ya nyuma ya 2026. Icyo Bisobanura Kubirango byawe WebMCP niyerekana neza aho imikoranire ya agent-urubuga igana. Tekereza ufite ibirango bibiri bifite ibicuruzwa bisa, ibiciro bisa, hamwe nibisobanuro bisa. Urubuga rwatangaje ubushobozi busobanutse, bwubatswe byoroheye umukozi gukora. Ibindi bisaba gukeka. Abakozi birashoboka gufata inzira byibura yo guterana amagambo, kandi WebMCP igufasha kugabanya guterana kugeza byibuze.
Wige byinshi kuri WebMCP hano.
ACP: Porotokole y'Ubucuruzi ACP ni OpenAI na Stripe ifunguye kugirango ifashe abakozi ba AI gutangira kugura. Uburyo Bikora ACP yibanze cyane kumwanya wo kugenzura. Irema inzira isanzwe kugirango umukozi wa AI arangize kugura mwizina ryumucuruzi, akora ibyangombwa byo kwishyura, uburenganzira, numutekano binyuze muri protocole ubwayo. Mbere ya ACP, umukozi washakaga kurangiza kugura yagombaga kuyobora buri mucuruzi udasanzwe wo kugenzura. Ifishi itandukanye, inzira yo kwishyura itandukanye, nintambwe yo kwemeza itandukanye kuri buri mucuruzi. ACP isanzwe ikora iki gikorwa. Abacuruzi bishyira hamwe na ACP binyuze mubucuruzi bwabo, kandi iyo bimaze kubaho, cheque iba agent-bikorwa. Umukoresha ntacyo agomba gukora usibye kubyemeza. ACP yabanje gukoresha ChatGPT mugikorwa cyo kugenzura ako kanya, ariko ibyo byakuweho na OpenAI kugirango porogaramu zabacuruzi zabigenewe. ACP irashobora gukomeza imbaraga zo kuvumbura ibicuruzwa muri ChatGPT, kandi birashobora gukoreshwa muri izi porogaramu, ariko ibintu bigenda byihuta. Ninde uri inyuma yacyo OpenAI na Stripe batangije ACP muri Nzeri 2025. Ifunguye-isoko munsi ya Apache 2.0, hamwe n'inkunga ya platform iracyaguka. Icyo Bisobanura Kubirango byawe Niba umukozi yanditse urutonde rwibicuruzwa byawe hanyuma uyikoresha akabwira ngo jya imbere wishyure, ACP niyo yemerera umukozi kurangiza ibikorwa. Niba ikirango cyawe kidahujwe nuru rugendo rwakazi, ushobora guhura numukozi wa AI gukomera cyangwa kudashobora kurangiza ubwo buguzi. Intumwa irashobora kuguha inama, ariko ntishobora kukugura. Icyo cyuho kizagira akamaro nkumukoziubucuruzi buba ihame.
Wige byinshi kuri ACP hano.
UCP: Porotokole yubucuruzi rusange UCP ni Google na Shopify ifunguye murwego rwubucuruzi rwuzuye rwubucuruzi, kuva kuvumbura ibicuruzwa ukoresheje cheque na nyuma yo kugura. Uburyo Bikora ACP yibanda kumwanya wo kugenzura, mugihe UCP ikubiyemo ubuzima bwose bwo guhaha. Intumwa ikoresha UCP irashobora kuvumbura ubushobozi bwumucuruzi, kumva ibicuruzwa biboneka, kugenzura ibarura-nyaryo, gutangiza cheque hamwe nuburyo bukwiye bwo kwishyura, no gucunga ibyabaye nyuma yubuguzi nko gutumiza no kugaruka. Byose binyuze muri protocole imwe. UCP yubatswe kugirango ikore hamwe na MCP, A2A, na AP2 (Agent Payments Protocol), bivuze ko icomeka mubikorwa remezo byabakozi aho kuyisimbuza. Abacuruzi batangaza imashini isomeka ubushobozi. Intumwa noneho zivumbura, zungura ubushobozi impande zombi zishyigikira, hanyuma ukomeze. Ninde uri inyuma yacyo Google na Shopify bafatanyije guteza imbere UCP, umuyobozi mukuru wa Google Sundar Pichai abitangaza muri NRF 2026.Abafatanyabikorwa barenga 20 bashyize umukono ku masezerano, barimo Target, Walmart, Wayfair, Etsy, Mastercard, Visa, na Stripe. Icyo Bisobanura Kubirango byawe Iyo umukoresha abajije Google AI Mode gushakisha no kugura ikintu, UCP igena niba ikirango cyawe kiri mubiganiro, kandi niba koko umukozi ashobora kurangiza ibikorwa. Imashini-isomeka amakuru yibicuruzwa byawe, guhuza ibiciro byawe ahantu hose, ibisobanuro byerekana ibimenyetso byawe: byose birigaragaza neza niba umukozi ashobora gukorana nawe neza.
Wige byinshi kuri UCP hano.
ACP na UCP: Itandukaniro ryingenzi ACP na UCP bakunze kwitiranya, kandi basangiye bimwe, ariko dore aho batandukaniye:
ACP UCP
Yubatswe na GufunguraAI + Stripe Google + Guhindura
Umwanya Kuvumbura no kugenzura ibice Urugendo rwuzuye: kuvumbura, kugenzura, na nyuma yo kugura
Ububasha Kuganira ako kanya ChatGPT no kuvumbura ibicuruzwa Google AI Mode, Gemini
Ubwubatsi Umucuruzi wo hagati Kwegereza abaturage ubuyobozi: abacuruzi batangaza ubushobozi kuri /.ibyiza- bizwi/ucp
Imiterere (mu ntangiriro ya 2026) Kubaho, kwaguka kwinshi muriterambere Kubaho, kwaguka kwinshi muriterambere
ACP na UCP biruzuzanya, ntabwo birushanwe. Ikirango gishobora amaherezo gushyigikira byombi - kimwe kuri ecosystem ya ChatGPT, imwe ya Google. Kuri ubu, ikibazo gifatika ni iki: ni ubuhe buryo bufite akamaro kanini kubakiriya bawe, kandi ni hehe ibikorwa remezo byubucuruzi byorohereza kwishyira hamwe byoroshye? Hitamo protocole ihuza igisubizo cyawe, cyangwa ukoreshe byombi. Urugero rwabakozi bashakisha protocole mubikorwa Izi protocole ntizikora mu bwigunge. Dore uko bashobora kumera nko gukorera hamwe (menya ko ibi atari ngombwa byanze bikunze ibibera kuri buri cyiciro, kandi bigamije gusa kwerekana): Icyerekezo: Umukoresha abaza Gemini ati: "Munshakire intebe nziza y'akazi munsi ya $ 400 hamwe n'inkunga yo mu bwonko no kohereza ku buntu. Tegeka uburyo bwiza."
Intambwe ya 1: MCP ikora Intumwa ikoresha MCP kugirango ihuze ibikoresho byo hanze: ububiko bwibicuruzwa, urubuga rwo gusubiramo, ibiryo byabacuruzi. Irashobora kubaza amakuru nzima aho gushingira kubumenyi bwihishe cyangwa bwahuguwe. Intambwe ya 2: Abahuza A2A Umukozi noneho ahuza nabakozi b'inzobere batangajwe na marike hamwe na platform yo gusuzuma binyuze kuri A2A. Umuntu asuzuma isuzuma rya ergonomique. Imwe igenzura ibiciro bihoraho. Imwe igenzura ibicuruzwa byoherejwe kubuntu kuri buri paji ifatika ya buri mucuruzi. Intambwe ya 3: NLWeb Asubiza Ibibazo bitaziguye Abakozi babaza urubuga rwumucuruzi. Ibicuruzwa hamwe na NLWeb byashyizwe mubikorwa subiza ikibazo cya agent / kubaza ikibazo hamwe namakuru yubatswe. Ibi birimo ibintu nkibarura ryukuri, ibiciro nyabyo, nibiranga ibicuruzwa. Ibicuruzwa bitaribyo bihatira umukozi gusiba no gufata umwanzuro, kubitindaho kandi birashoboka ko byabasimbuka burundu. Intambwe ya 4: WebMCP Itangaza Ibikorwa Bihari Urubuga rwumucuruzi "watsinze" rufiteyatangaje ubushobozi bwayo bwo kugenzura binyuze kuri WebMCP. Intumwa izi neza ibikorwa bihari nuburyo bwo kubitangiza nta gukeka. Intambwe ya 5: UCP Yuzuza Igicuruzwa Kugura bikorwa binyuze muri UCP, rwose muburambe bwa Google. Inyuma yumucuruzi ivugana binyuze muri API isanzwe. Umukoresha abona ibyemezo byemeza, kandi ntabwo bigeze basura urupapuro rumwe rwibicuruzwa. Biragaragara ko iyi ari ibintu byuzuye. Mubyukuri, ntabwo buri kugura kugiye gusigara rwose kubakozi ba AI. Ariko nubwo umuntu ashaka gusuzuma amahitamo mbere yo gukanda kugura, byoroshye byoroshye kugirango umukozi atange ibyifuzo biracyari imyitozo myiza. Niyo mpamvu izo protocole zikwiye kwitabwaho. Icyo SEO igomba gukora ubu Gusobanukirwa urwego rwa protocole ni intambwe ya mbere. Dore aho twibandaho ubutaha: 1. Shyira imbere Imashini-Isoma Ibirimo Kurenza Ijwi Mbere yo kongeramo impapuro nyinshi, menya neza ko page zawe zihari zishobora kugereranywa neza na agent. Ibyo bivuze:
Kugira ibiciro byawe mumyandiko isanzwe, ntabwo ifunze inyuma ya JavaScript yamanutse Gukoresha urutonde rwibintu bidasaba imikoranire kugirango uhishure Harimo ibibazo bikubiyemo seriveri-uruhande Gukoresha igishushanyo mbonera cyibicuruzwa nurupapuro rwumuryango
Intumwa idashobora gusoma page yawe ntishobora gusaba cyangwa kugura ibicuruzwa byawe. 2. Kugenzura amakuru yawe yubatswe NLWeb yubaka kuri Schema.org, RSS, hamwe nibintu byubatswe imbuga zimaze gutangaza. Niba warashora mubishushanyo mbonera, ufite umutwe utangirira kuri NLWeb. Niba utarigeze ubikora, ubu ni impamvu ebyiri zo kubishyira imbere: bitezimbere gushakisha kwawe kandi bigatuma urubuga rwawe rushobora kubazwa byoroshye nabakozi. 3. Reba Ukudahuza kwawe Kumasoko Intumwa zigenzura ibirego zambukiranya urubuga rwawe, urubuga rwo gusuzuma, hamwe n’ibindi bice. Niba urupapuro rwibiciro ruvuga ikintu kimwe umwirondoro wawe wa Capterra ukavuga ikindi, abakozi barashobora kwerekana itandukaniro kandi bagatakaza ikizere mubirango byawe, bigatuma ibyifuzo cyangwa kugura bidashoboka. Ubugenzuzi bwambukiranya-nkomoko nkuko wagenzura NAP ihamye muri SEO waho. Ni ihame rimwe ryibanze, gusa kubwoko butandukanye bwo gukurura. 4. Genda kurutonde rwa ACP na UCP Noneho Izi protocole ziri mubikorwa. Ababyitangiye kare bungukirwa no guhatanira hasi mubucuruzi bwunganirwa nubucuruzi mugihe ibindi bisigaye byangiza ibidukikije. Injira kurutonde rwa Stripe kugirango ubone ACP. Kandi winjire muri Google UCP yo gutegereza. Kubindi protocole nka MCP, vugana nitsinda rya dev kubijyanye no kumenya neza ko urubuga rwawe rubashyigikiye. 5. Kurikirana ibirenge byawe bya AI nkibikorwa bisanzwe Shakisha ikirango cyawe muri ChatGPT, Urujijo, na Google AI Mode. Abakozi basobanura ibicuruzwa byawe neza? Ibiciro byawe birahuye nibyo bagaragara? Ese abanywanyi bagaragara aho utari? Ubu ni verisiyo nshya yo kugenzura SERP ihari, kandi igomba guhinduka igice cyisubiramo cyibikorwa byawe, ntabwo ari ubugenzuzi bwigihe kimwe. Sobanukirwa uburyo ikirango cyawe kigaragara mubushakashatsi bwa AI nonaha hamwe na Semrush's AI Visibility Toolkit. Irakwereka aho ugaragara, aho uri inyuma yabanywanyi bawe, kandi neza nibyo ibikoresho bya AI bivuga kubirango byawe.
Ni iki gikurikira kuri Porotokole ishakisha abakozi? Porotokole twaganiriye hano isanzwe ibaho, ariko iracyatera imbere. WebMCP iracyari mubireba hakiri kare. ACP na UCP biri hagati. Porotokole nshya - kubwishyu bwabakozi, indangamuntu yabakozi, imikoranire hagati yumukoresha - iracyategurwa kandi ikaganirwaho. Ariko SEO zumva kandi zigashyira mubikorwa protocole neza nizo zishobora kubona intsinzi. Shakisha aho ikirango cyawe gihagaze nonaha hamwe na AI yubusa ya AI igaragara neza. The post The 6 Agentic AI Protocole Buri SEO Ukeneye Kumenya appeared first on Backlinko.
