Magulu azama media amakumana ndi vuto lenileni la kuchuluka: nsanja zambiri, mauthenga ochulukirapo komanso maola osakwanira kuti azitha kuyang'anira zonse pamanja. Otsatsa a AI amathetsa izi pogwira ntchito zamasitepe ambiri mwaokha-kupanga zomwe zili, kuyang'anira zomwe zikuchitika komanso kutumiza mauthenga amakasitomala-popanda munthu kutsogolera chilichonse. Bukuli limafotokoza momwe mungapangire othandizira panjira yanu yotsatsa ya AI, kuyambira pakusankha njira yoyenera ndi zomangamanga mpaka kulumikiza wothandizira wanu kuti azikhala ndi zidziwitso zachitukuko ndikumanga zoteteza zomwe zimasunga chizindikiro. Kaya ndinu otsatsa omwe mukuyang'ana zida zotsatsa za AI zopanda ma code kapena omanga makonda amayendedwe, mupeza njira yomveka bwino kuchokera pamalingaliro kupita kutumizidwa pano. Kodi wothandizira wa AI ndi chiyani? Kodi ma AI agents ndi chiyani kwenikweni? Wothandizira AI ndi pulogalamu yamapulogalamu yomwe imagwiritsa ntchito chilankhulo chachikulu (LLM) monga ubongo wake kuti amalize ntchito zake, kupanga zisankho ndikulumikizana ndi zida zakunja-popanda munthu kutsogolera gawo lililonse. Izi zimapangitsa kuti ikhale yosiyana kwambiri ndi ma chatbot oyambira, omwe amangoyankha mafunso achindunji. Wothandizira AI aliyense amayendera zigawo zinayi zazikuluzikulu:
LLM: Injini yolingalira yomwe imawerenga zolowa ndikusankha zoyenera kuchita. Zidziwitso: Malangizo omwe amafotokoza udindo wa wothandizirayo, kamvekedwe kake ndi malire ake. Zida: Ma API ndi ntchito zomwe wothandizila amayitana kuti achite zenizeni—izi zimadziwika ngati kuyimbira zida kapena kuyimbira foni. Memory: Njira yosungiramo zinthu yomwe imasunga mawu achinsinsi kuti wothandizila aziphunzirapo kanthu pa zimene anachita m'mbuyomu.
Nthawi yogwiritsira ntchito ma AI pa ntchito zapa social media Kusintha kumeneku kupita kumayendedwe oyendetsedwa ndi AI ndikokulitsa dipatimenti yonse. M'malo mwake, The 2025 Sprout Social Index idapeza kuti 54% ya atsogoleri azamalonda amakhulupirira kuti AI ndi yomwe ingawapatse mphamvu kuti akulitse magulu awo kupita patsogolo, ndikuwunikira momwe machitidwe odziyimira pawokha amathandizira magulu kukula m'malo mongowalowetsa m'malo. Traditional social media automation imatsatira malamulo okhazikika. Kutsatsa kwa AI kumapita patsogolo—kuwerenga nkhani, kusinthira ku zinthu zatsopano ndikugwira ntchito zamasitepe angapo popanda mitengo yosankha. Mlingo wodzilamulira uwu ukukhala muyezo wamakampani; malinga ndi The 2025 Sprout Social Index™, 97% ya atsogoleri otsatsa amakhulupilira kuti ndikofunikira kuti otsatsa adziwe momwe angagwiritsire ntchito AI pawailesi yakanema pantchito zawo zatsiku ndi tsiku. Apa ndipamene odziyimira pawokha amachita bwino kuposa ma automation wamba:
Makasitomala a AI: Othandizira amathetsa mafunso othandizira 24/7 pochoka pazidziwitso zamoyo. Izi zimakwaniritsa kuchuluka kwa ogula; Kafukufuku wa Sprout Social's Q4 2025 Pulse Survey adapeza kuti 69% ya ogwiritsa ntchito ochezera a pa Intaneti amakhala omasuka ndi makampani omwe amagwiritsa ntchito AI kuti apereke makasitomala mwachangu. Kuyang'anira zomwe zikuchitika komanso kuchuluka kwa malingaliro: Othandizira amasanthula mapulaneti ndi zokambirana zomwe zikutuluka mu nthawi yeniyeni. Izi zimachepetsa vuto lalikulu lamagulu ochezera: kutopa. Index inanena kuti 93% ya akatswiri azachipatala amakhulupirira kuti AI ingathandize kuchepetsa kutopa kwachilengedwe ponyamula mtolo wamaganizidwe owunika momwe anthu akukhalira komanso kusanthula deta mozama. Lipoti la kagwiridwe ka ntchito ndi kukhathamiritsa kwa kampeni: Othandizira amasintha njira potengera zomwe zikuchitika. Kutengera ana padziko lonse lapansi kwachuluka kale, ndipo The 2026 Social Media Content Strategy Report ikunena kuti 40% ya amalonda pakali pano amagwiritsa ntchito zida za AI zoulutsira mawu pochitira lipoti ndi kuunika. Kupanga zinthu: Othandizira amasanthula zomwe zidachitika m'mbuyomu ndi kulemba zosintha zosiyanasiyana pamiyeso. Izi zimalola magulu kuti awonjezere kufikira kwawo popanda kuchulukirachulukira.
Kusintha kwa kachitidwe koyendetsedwa ndi AI ndikothandizira kukula kwa dipatimenti yonse. M'malo mwake, The 2025 Sprout Social Index™ idapeza kuti 54% ya atsogoleri azamalonda amakhulupirira kuti AI ndi yomwe ingawapatse mphamvu kuti akulitse magulu awo kupita patsogolo. Onjezani njira yanu ndi luso la AI la Sprout Ngati simunakonzekere kupanga wothandizila kuyambira pachiyambi, mufunika nsanja yanzeru yamagulu yomwe ili ndi mphamvu zodziyimira payokha zomwe zikuphatikizidwa mumayendedwe anu. Sprout Social imayenda mopitilira kasamalidwe koyambira pogwiritsa ntchito agent AI kutembenuza ma sign anthawi yeniyeni kukhala njira yolumikizirana yamabizinesi. Wothandizira wa Sprout's AI, Trellis, amakhala ngati minyewa yolumikizira pakugwira ntchito kwanu konse, kuwulula "chifukwa" kuseri kwa zomwe zikuchitika ndikusinthira njira yochitirapo kanthu. Umu ndi momwe mungagwiritsire ntchito mwanzeru AI ya Sprout kuti muthane ndi zovuta za tsiku ndi tsiku:
Kumvetsera kwa Anthu ndi Kuzindikira zomwe zikuchitika: M'malo mofufuza pamanja zomwe mwatchula,gwiritsani ntchito kumvetsera mwachisawawa kuti muwunikire momwe mawu akumvera ndikuzindikira mitu yomwe ikukulirakulira isanamveke bwino. Trellis imayika zidziwitso izi koyambirira, kukulolani kuti musinthe njira yanu zinthu zisanachitike kapena zovuta zitakula.
Makasitomala Osamalira Makasitomala: Gwiritsani ntchito Smart Inbox kuti mulembe zokha mauthenga obwera kutengera malingaliro kapena mutu. Pogwiritsa ntchito AI kuyika patsogolo mafunso achangu kapena mwalingaliro, gulu lanu litha kuthana ndi zovuta mwachangu ndikuwonetsetsa kuti mauthenga omwe amakhudza kwambiri sakhala pamzere. Kupanga zokhutira ndi kusindikiza mwanzeru: Lembani mawu ofotokozera ndikusankha zowoneka bwino pa netiweki iliyonse pogwiritsa ntchito malingaliro oyendetsedwa ndi AI. Mukapangidwa, wonjezerani ukadaulo wa Sprout's patented ViralPost® kuti mukonzere zokha zomwe omvera anu apadera ali otanganidwa, kuwonetsetsa kuti zifika mwachangu popanda kupenekera pamanja.
Kuyika chizindikiro champikisano: Yerekezerani zokha kuchuluka kwa kampeni yanu ndi zomwe mukuchita motsutsana ndi omwe akupikisana nawo. Deta yaukadaulo iyi imapereka mwayi wofunikira kuti musinthe mauthenga anu munthawi yeniyeni ndikupambana msika wambiri.
Ndi Mphukira, simukungoyang'anira chikhalidwe; mukugwiritsa ntchito nzeru zamagulu kuti mutsogolere zochita zanu mokhazikika pagulu lanu lonse. Mwakonzeka kuwona momwe nzeru zamagulu zingasinthire njira yanu? Funsani chiwonetsero kuti muwone kuthekera kwa AI ya Sprout Social ikugwira ntchito.
Konzani chiwonetsero
Kodi zida zabwino zopangira ma AI ndi ziti? Ndondomeko yanu ndi malo otukuka kumene mumamanga ndikugwirizanitsa wothandizira wanu. Kusankha koyenera panjira yanu yotsatsa ya AI kumadalira luso lanu laukadaulo komanso ngati mukugwiritsa ntchito zida zotsatsa za AI zopanda code kapena mayankho okhazikika.
Mtundu wa chimango Zabwino kwambiri za Zitsanzo
Mapulatifomu opanda code Otsatsa opanda chidziwitso cholembera n8n, Relevance AI, ChatGPT GPT omanga
Mayankho apansi Magulu omwe akufuna kusintha mwamakonda popanda chitukuko chonse Flowwise, LangFlow
Zomangamanga zozikidwa pamakhodi Madivelopa omwe amafunikira kuwongolera kwathunthu LangChain, CrewAI, AutoGen
Dongosolo lililonse limalumikizana ndi nsanja zapa media media kudzera pa REST API-njira yokhazikika yosinthira mapulogalamu. Zida za AI zopanda ma code zimagwiritsa ntchito kukoka ndikugwetsa kuti zipangitse malingaliro awa, pomwe mawonekedwe ozikidwa pama code amapatsa opanga kuwongolera mwachindunji pama foni onse a API ndi webhook. Sprout Social's API imakulolani kuti mukoke zofalitsa zofalitsa ndi ma metric okhudzidwa mwachindunji mumayendedwe a wothandizira wanu, ndikupatseni zolondola, zenizeni zenizeni zenizeni kuti muchitepo kanthu. Konzani chiwonetsero kuti muwone momwe Sprout's API ndi luso lanzeru zamagulu angathandizire mayendedwe anu odziyimira pawokha. Zomangamanga za AI ndi mayendedwe ogwirira ntchito kuti mudziwe Kamangidwe kake ndi kamangidwe kamene kamatsimikizira momwe wothandizira wanu amachitira zidziwitso ndikumaliza ntchito. Kusankha njira yoyenera yoyendetsera ntchito ya AI kumatsimikizira momwe dongosolo lanu limayendera bwino.
Dongosolo la wothandizira mmodzi: Wothandizira m'modzi amayang'anira malingaliro onse ndikuchita ntchito yolunjika. Mayendedwe a ma agent ambiri: Othandizira apadera aliyense ali ndi ntchito inayake ndipo amagwira ntchito limodzi. Mawonekedwe a oyang'anira: Wothandizira oimba apakati amapereka ntchito zazing'ono kwa othandizira antchito. Mayendedwe otsatizana: Othandizira amadutsa paipi, pomwe zotsatira za wothandizira aliyense zimadyetsa lotsatira.
Magulu ambiri otsatsa pazama TV amayamba ndi wothandizira m'modzi wogwiritsa ntchito m'modzi, kenako amakulitsa ntchito zamagulu ambiri pomwe zosowa zawo zikukula. Ndi njira ziti zopangira woyambira wa AI? Kupanga dongosolo lodziyimira pawokha kumafuna kuchoka pamalingaliro apamwamba kupita kuukadaulo. Ngakhale malingaliro kumbuyo kwa zida izi ndizovuta, njira yotukula imatsata njira yokonzedwa kuti iwonetsetse kudalirika komanso chitetezo chamtundu. Tsatirani izi kuti musunthire wothandizira wanu kuchoka pa lingaliro kupita ku gawo lazogulitsa zanu. Gawo 1: Fotokozani cholinga ndi zopinga Yambani ndi ntchito imodzi yokha, yokhoza kuyezedwa—kuyankha mafunso ofunsidwa kawirikawiri, kupanga masinthidwe osiyanasiyana kapena kutchulidwa kwa mtundu. Zolinga zosawerengeka zimatulutsa othandizira osadalirika. Kutumiza kogwira mtima kumafuna njira ya "kukwawa, kuyenda, kuthamanga". Monga Tatiana Holyfield, VP wakale wa Social ku SiriusXM, adagawana nawo mu Sprout Social webinar Data to Dollars: Leveraging Social Data for Increased Investment, kukhazikitsa zolinga zanu zoyambirira mu data ya omvera ndikofunikira kuti mupambane kwanthawi yayitali. Holyfield akufotokoza kuti "kumvetsetsa kwenikweni omvera anu ndiyeno [kukhazikitsa] zolinga moyenera, kumakupatsani mwayi kuyesa ndi kuphunzira ndikukhala anzeru ndi bajeti yanu.khalani otsekedwa pazomwe zagwira ntchito ndi zomwe sizinagwire ntchito. " Kuti mutsatire chitsogozo ichi, lembani dongosolo lomwe limafotokoza ndendende zomwe wothandizira amachita ndi zomwe sachita. Ganizirani izi ngati kulongosola kwa ntchito ya digito: kuchulukirachulukira kwake, kumapangitsa kuti zitheke. Poyambira ndi woyendetsa pang'ono, wothandizidwa ndi deta-monga wothandizira yemwe amazindikira mafunso ogula makasitomala-mungathe kutsimikizira kufunikira kwa luso la utsogoleri musanayambe kupititsa patsogolo ntchito zovuta zambiri. Ngati mumatsata kale mawu osakira amtundu ndi ma hashtag a kampeni pamayendetsedwe anu a kasamalidwe ka anthu, gwiritsani ntchito magawo omwe alipo ngati malire oyambira antchito anu. Gawo 2: Sankhani chitsanzo ndi chimango Kusankha kwanu kwachitsanzo kumatsimikizira luso la wogwiritsa ntchitoyo komanso zenera lazomwe zikuchitika - kuchuluka kwa chidziwitso chomwe amachipanga nthawi imodzi. GPT-4 ndi Claude 3.5 Sonnet amagwira ntchito zovuta, zosavuta. Zitsanzo zotseguka zimagwira ntchito zosavuta, zokweza kwambiri. Fananizani chimango chanu ndi luso la gulu lanu:
Oyamba: ChatGPT GPTs kapena n8n Zapakatikati: LangChain yokhala ndi ma tempulo omangidwa kale Zapamwamba: Custom CrewAI kukhazikitsa
Khwerero 3: Onjezani zida, kukumbukira ndi kuyesa kuzungulira Zida ndizomwe zimasinthira wothandizila wanu kukhala wopanga mawu kukhala wodziyimira pawokha. Lumikizani ku ma API, nkhokwe ndikusaka kuti zitheke zenizeni. Memory imagwira ntchito m'magulu awiri:
Nthawi Yaifupi: Imasunga nkhani ya zokambirana zapano. Nthawi Yaitali: Amagwiritsa ntchito nkhokwe ya vekitala ndi zopachika kuti akumbukire zochitika zakale ndi zokonda za ogwiritsa ntchito-njira yotchedwa Retrieval-Augmented Generation (RAG).
Yesani wothandizira wanu ndi uthenga weniweni wa uthenga musanawutumize poyera. Lumikizani wothandizira wanu kuzinthu zamagulu, zida ndi kukumbukira Kuphatikiza ndi komwe wothandizira wanu amapeza mwayi wopeza zomwe akuyenera kuchita. Mukulumikiza ku mitundu itatu ya magwero:
Magwero a deta: Social APIs, analytics platforms ndi CRM systems zomwe zimapereka mbiri yakale komanso zenizeni zenizeni. Kulumikizana ndi zida: Kusindikiza ma API ndi kuyang'anira ma webhooks omwe amalola wothandizira kuchitapo kanthu. Kusungirako Memory: Zosungira za Vector zakusaka kwa semantic ndi nkhokwe zachikhalidwe zamarekodi opangidwa.
Gwiritsani ntchito kutsimikizira kwa OAuth ndi API kuti mupatse wothandizila wanu mwayi wotetezedwa, osamupatsa chilolezo chochulukirapo kuposa momwe ntchitoyo imafunira. Sungani zinthu zopangidwa ndi wothandizila mulaibulale yapakati kuti gulu lanu liwunikenso zomwe zatulutsidwa zisanachitike. Guardrails ndi ulamuliro wa chitetezo pa-brand automation Kuwongolera malonda kumatanthauza kukhazikitsa malamulo okhwima omwe amawongolera zomwe wothandizira wanu amafalitsa ndi momwe akuyankhira. Popanda zotchingira, ngakhale wothandizira womangidwa bwino amatulutsa zotuluka kapena zovulaza. Pangani njira zachitetezo izi musanatumizidwe:
Zosefera zamkati: Letsani chilankhulo chosayenera ndikukakamiza mawu amtundu wawo kuti atuluke. Mayendedwe ovomerezeka: Yendetsani mayankho okhudzidwa kwa manejala wamunthu asanatumizidwe - izi zimatchedwa human-in-the-loop. Kuchepetsa mitengo: Lemba kuchuluka kwa zochita zomwe wothandizira amatenga pa ola limodzi kuti aletse sipamu. Njira zowerengera: Lowetsani zochita za wothandizila aliyense kuti atsatire ndikuwunikanso magwiridwe antchito.
Chitetezo cha AI sizinthu zomwe mumawonjezera pambuyo pake. Ndikofunikira kupanga kuyambira tsiku loyamba. Momwe mungayesere ndikuwunika wothandizira wanu wa AI Kuyesa kumatsimikizira wothandizira wanu amagwira ntchito modalirika omvera anu asanawone. Yendetsani mu zigawo zinayi zowunikira:
Kuyesa kogwira ntchito: Kodi imamaliza ntchito yomwe wapatsidwa popanda zolakwika? Ma metric a kagwiridwe ntchito: Kodi imayankha mwachangu bwanji, ndipo zotsatira zake ndi zolondola bwanji? Kukhutitsidwa kwa ogwiritsa ntchito: ndi malingaliro otani azomwe amakumana nazo? Kuyesa kwa A/B: Kodi zopangidwa ndi agent zimachita bwanji motsutsana ndi zolemba zopangidwa ndi anthu?
Tsatani ma benchmarks awa nthawi zonse. Othandizira amasuntha pakapita nthawi pomwe malo ochezera a pa Intaneti akusintha ma API awo komanso kusintha kwa machitidwe a omvera - kuwunika pafupipafupi kumapangitsa dongosolo lanu kukhala lolondola. Zitsanzo za othandizira a AI omwe amayendetsa zotsatira zamagulu Zitsanzo za AI izi zikuwonetsa zomwe zingatheke mukalumikiza chitsanzo choyenera ku data yoyenera:
Wothandizira Makasitomala: Amathetsa mafunso nthawi yomweyo pofotokoza maziko a chidziwitso cha FAQ, ndikumasula gulu lanu pazinthu zovuta. Wothandizira kukhathamiritsa zinthu: Amayesa mitu ingapo yamutu ndikuwonetsa mawonekedwe abwino kwambiri kutengera zomwe zidachitika kale. Woyang'anira mayendedwe: Amasanthula malo ochezera a pa Intaneti mosalekeza ndikudziwitsa gulu lanu pamene zokambirana zikufunika kuyankha.
Aliyense wa othandizirawa amagwira ntchito bwino akakhala ndi mwayi wopeza deta yoyera, yolongosoka. Kuchulukirachulukira kwa payipi yanu ya data, ndikolondola kwambirizisudzo za agent. Chidule ndi masitepe otsatirawa kwa wothandizira wanu woyamba Kumanga wothandizira AI wogwira ntchito pa malonda ochezera a pa Intaneti kumatsikira ku zinthu zinayi: cholinga chomveka bwino, chitsanzo choyenera, kuphatikiza kotetezeka komanso kuwunika kosalekeza. Yambani ndi vuto limodzi logwiritsa ntchito, tsimikizirani kuti likugwira ntchito ndiyeno sinthani. Magulu omwe akuwona zotsatira zamphamvu samamanga machitidwe ovuta kwambiri-amamanga othandizira omwe ali ndi malire omveka bwino komanso deta yodalirika. Mukufuna kudziwa za luso la Sprout Social lopangidwa mu AI? Funsani chiwonetsero kuti mumvetsetse zomwe Sprout angachite pagulu lanu lamagulu ndi zolinga zamabizinesi. Chotsatira Momwe mungapangire othandizira a AI kuti azitha kutsatsa pazama media adawonekera koyamba pa Sprout Social.
