AI & abakozi
Interuro imwe yinjira, umuyoboro uva — hanyuma ibipimo kimwe n'abandi bose
"Subiza abakiriya batumye rimwe umwaka ushize kandi batarafungura icyo ari cyo." Iyo yinjiye; umushusho w'umuyoboro ugaruka. Ibyo bigira akamaro ntabwo ari ukwakora — ibintu byinshi bikora — ahubwo ko igisubizo gishyikirizwa mu mugenzuzi ukoreshwa ku ngingo y'umuntu, hanyuma bikageragezwa bidatuma ubutumwa kugira ngo usome buri butumwa bwagomba koherezwa mbere y'uko umuntu abona buriya.
Ibikorwa bibiri, bikorerwa hakuryu
Ukwakora umuyoboro ifata interuro kandi isubiza umushusho. Ni amasezerano amwe n'ayo amabanga y'AI y'ikosore yakoresha — ubutumwa, ikintu cy'ubushobozi, n'uko hisimbuza cyangwa kongera — kuri urwego rumwe, ku nzira y'akazi imaze gutangira gukora ahandi.
Ukwakora inyandiko ni amasezerano amwe yakorewe inyandiko: kwakora cyangwa kongera imeyili, urupapuro cyangwa ifishi. Kuko inyandiko ifite imiterere yanditse, umudasobwa uyihindura akora ikintu cyagenwe aho gukora HTML nyinshi kandi yizekera.
Ubutumwa bw'ingengo y'imikorere ni kop yagenwe y'umushusho w'umuyoboro, kandi ihindurwa buri uko umushusho yongera urufunguzo. Ubutumwa burenze ni uburyo bwo kunanira hano: umudasobwa wandika amagambo adakibaho, igisubizo gisa neza cyane, ariko umugenzuzi ubikanga ku mpamvu umuntu usoma atabona.
Kwihindura ku buntu bwa buri muntu, bibitswe
Itegeko rya ai_generate ruzamura amagambo ahujwe ku gihe cyo kohereza kuri buri muntu. Bipimwa ku mubare wawe kandi bibitswa ku nyandiko no ku mubare w'ibiranga umuntu birengera — utabibitswe, wari kwishyura kwakora kuri buri mukiriya kuri buri kohereza, ibi ni ibiciro nta muntu abishyura inshuro ya kabiri.
- 1Interumwe yawe"Subiza abaguzi baguze incuro imwe umwaka ushize kandi batarafungura ikintu."
- 2Igishushanyo cyagarutsehoIyinjira, ibitekerezo, imitwaro imwe, kohereza imirongo ibiri, integanyo. Nodes zifite amazina, amagambo nyayo.
- 3ByagenzwehoIyinjira rimwe, nodes zose zigezweho, buri muzinga harimo igihe cyategerejwe, buri kohereza gifite ibikorwa n'umudongo.
- ↻ByakosoweIyo igenzura ridahuye, bigarukwa n'ibibazo hanyuma bigeragezwa ubundi — kandi umubare w'igerageza ribitswa, atari guhishwa.
- 4ByagereranijweBuri butumwa yohereza n'umunsi woshyirwaho, mbere y'uko ubyitse ikintu.
Umugenzi ungana n'uw'umuntuNta kintu cyoherejwe
Seriveri ya MCP
Reka umukoresha akora neza ibya porogaramu
Itangwa n'umushinga umwe uri kuri /mcp binyuze kuri streamable HTTP, ifungurwa kuri token ya castomo cyangwa API key, kandi igabanuka ku mushinga umwe. Ihari kubera ko "agent ishobora guhamagara API yawe ya REST" ari ukuri kuri byose ariko kiboneka ntacyo kibyara; ibyo agent akena ni interface yanditse ifite ibyangiza birafungwa.
Abarwanisha
list_contacts, get_contact, upsert_contact, list_segments, preview_segment. Reba abari mu rutonde mbere yo gukora ikintu ku bo.
Imigereka
list_funnels, get_funnel, create_funnel, generate_funnel, check_funnel, publish_funnel, pause_funnel, start_funnel_run.
simulate_funnel
Igikoresho cyiza cyane muri iyo myanya. Gereranya umuntu muri funnel ubone inzira yakoreshejwe n'ubutumwa byoherezwa. Bityo, umukoresha ashobora gukora automations ahantu hatagira icyo abona.
Ibirimo
create_email n'igereranya rya render. Markdown ica mo, ibikorwa bya render bica hanze — byizewe cyane kuruta kubaza model ko yohereza HTML ya email.
Campaigns n'ibitabo
list_campaigns, get_campaign, report_campaign. Umukoresha ashobora gusoma imibare ni uwo ashobora kubwira ibintu utari ubizi.
Ibikoresho
Schema ya funnel, schema ya creative, catalogue ya merge-variable n'imiterere ya segment predicate byose bitangwa nka resources, bityo umukoresha akora hakurikijwe ibyavugwa ubu aho kubikwira mu mutwe.

Yandika variant. Wowe uguma ufite uburenganzira bwo kuyihakana.
Umuryango, n'impamvu ihagarika byose
Buri gikoresho gishobora kohereza kirafungwa. Kohereza igerageza ku wewe ni ubuntu. Ibyo bagera ku bantu nyabwo bisaba kwemeza mu buryo bwagaragara kandi bigabanwa n'ibyo kwishyura — byombi, atari kimwe.
Impamvu ni ngororabuhanga kandi idasanzwe. Umukoresha usoma amagambo nabi ntashobora kohereza ubutumwa ku bantu ibihumbi mirongo itanu, kandi nta myandikire myiza ihagarika. Iki ni kimwe mu bice bike aho guhagarika byose byiza kuruta kugenzura, kandi byakozwe nk'igikorwa cyo guhagarika.
Uburyo bumwe bwo kwibwira bukoreshwa mu gukora. Umukoresha ashobora kwandika, kugenzura, kugereranya, kureba no gutanga raporo ku munsi wose batarohereza butumwa rimwe. Igikorwa kimwe gishobora kutagira icyo kihindura ni cyo gisaba umuntu kuvuga yego.
- ✓Soma ibintu byose biri mu rwegoContacts, segments, funnels, campaigns, reports — mu mushinga umwe.
- ✓Kora no kugenzuraKora funnel, kora creative, koresha umugenzi, koresha simulation.
- ✓Ohereza igeragezaKu aderesi yawe yagenzweho. Ubuntu, kandi ikoresha render nyayo.
- !Kohereza mu buryo nyabwoKwemeza mu buryo bwagaragara
confirm: true, kandi uri mu kigero cya quota. Byombi. Nta kimwe muri byombi ari igitekerezo gusa.
Byerekana umushinga umweQuota ni urwego rw'ikirenga
Ibyo model ibizi nyayo ku bijyanye n'ubucuruzi bwawe
Umutungo w'indirimbo utanga inyandiko rusange gusa, kandi buri wese abishobora kumenya. Uhatanye URL, ClickSomo ishobora gusoma urubuga rwawe — kwishakira kworoheje, ibyerekeye isosiyete — bityo funnel yanditse ibanda ku cyo uri kugurisha nyacyo, kandi inyandiko ikoresha amagawe ubwawe. Ibyo ni byo byose bitandukanya igaragaza n'ikintu gikora.
Inyandiko yafunwe ku rubuga ishobora kuba umwanzi. Ifungwa mbere y'uko iri modeli iyisoma kandi isukurwa mbere y'uko ikanwa, kuko inyandiko iva ku paji utari uyanditse ari yo aho amabwiriza yagenewe modeli ashobora guhishwa.
Ukuri kwose: funnel yaratanzwe ni inyandiko nkumbi nziza, atari ihamwe ryuzuye. Izaba ifite itegeko utumvikiraho n'umudashobora umutwe w'ubutumwa wari kwandika. Iminota mirongo ibiri yo guhindura ni ibisanzwe — kandi ari iminota mirongo ibiri aho kuba umunsi wose kuko ishusho, ibipimo n'ikigeragezo biriho. Ubuhanzi ntabwo buboneka ku gikoresha kidafite AI key yagenwe, kandi API ibivuga mu buryo bugaragara aho kubeshya.