ChatGPT ka fɛn dilannenw ladilikanw: I bɛ se k’a lajɛ cogo min na i ye kelen ye san 2026 kɔnɔ

In This Article

N’a sɔrɔla n bɛ mobili kura ɲini, n’o ye email marketing porogaramu ye wo, walima n’a kɛra sanbara fila ye wo, tuma dɔw la, n b’a fɛ n yɛrɛ ka sannikɛla dɔ ka sɔrɔ — Mɔgɔ min bɛ hakilina filanan di, ka hakilinaw di ni n ma se ka ko latigɛ, ani ka dɛmɛ don ka fɛn ɲuman sɔrɔ. San laban ninnu na, ChatGPT ka fɛn dilannenw ladilikanw n’a ka sanni ɲinini kɛcogo kɛra nin ye mɔgɔ caman bolo. Ka taa a fɛ, sannikɛlaw bɛ ka ɲininikɛlanw tɛmɛn ka taa ChatGPT kan ni ɲininkaliw ye i n’a fɔ “CRM ɲumanba ye daminɛw kama minnu si tɛ mɔgɔ 50 bɔ” walima “donni ɲumanw ye jumɛnw ye chai kanubagaw bolo?” Tiɲɛ na, ka kɛɲɛ ni G2 ka san 2025 sannikɛlaw ka kɛwalew jatebɔsɛbɛn ye, AI chatbots minnu bɛ fɛnw lase mɔgɔw ma, olu de ye fanga #1 ye sisan feerekɛlaw ka lisi surunw kan, ka kɔn seginnkanni yɔrɔw ɲɛ, feerekɛlaw ka sitiw, ani feerekɛlaw ɲɛ. O ye fɛnba ye mɔgɔw ka sanni kɛcogo la, wa sugukɛlaw ni ɛntɛrinɛti jagokɛjɛkuluw ka kan ka ladamu n’u b’a fɛ ka to yelen na. Nin gafe in bɛ ChatGPT bɛ fɛn minnu latigɛ ka bɔ kɛnɛ kan cogo min na tigitigi — ani min nafa ka bon kosɛbɛ, i bɛ se ka min kɛ bi walasa ka kɛ u dɔ ye. Tablo kɔnɔkow Mun de ChatGPT sannifeere la jagokɛlaw ye? Mun na ChatGPT ka fɛn dilannenw sɔrɔli nafa ka bon B2B ni SaaS la ChatGPT ka fɛn dilannenw ladilikanw bɛ baara kɛ cogo min na ChatGPT dɛmɛ cogo min na k’i ka fɛn dilannenw sɔrɔ Ɲininkaliw ChatGPT ka fɛn dilannenw ka ladilikanw kan ChatGPT sannifeere ɲɛtaa sigicogo Mun de ChatGPT sannifeere la jagokɛlaw ye? Sɛgɛsɛgɛli min Kɛra 2025 sàn na B2B porozɛw sanbaga 1000+ kan G2 fɛ, jaabiw tilancɛ y’a Jira k’u b’u ka sanni taama Daminɛ sisan AI chatbot kɔnɔ Google Search nɔ na. ChatGPT ye kɔlɔsili kɛ. Salon, ChatGPT ye ChatGPT Shopping ni instant checkout daminɛ. O fɛn kura ninnu b’a To baarakɛlaw bɛ fɛnw Sɔrɔ ani k’u yɛrɛ San (Etsy ni Shopify kan) k’a sɔrɔ u ma Bɔ u ka kumaɲɔgɔnya la. ChatGPT bɛna fɛnw, sɔngɔw, seginnkanniw, ani jɛgɛnsira dɔ jira walasa ka fɛn san o yɔrɔnin bɛɛ Etsy ni Shopify taamasiyɛnw ye. Aw bɛ se fana ka o fɛn san u ka sitiw kan walasa k’a fara aw ka wotoro kan. Misali teliyalen dɔ filɛ nin ye. Walasa ka sanni kɛcogo daminɛ telefɔni selilɛri walima tabali kan, n ye farankan taamasiyɛn (+) digi ɲininkali yɔrɔ kɛrɛfɛ ani ka “Sanni ɲinini” sugandi. Ka bɔ yen, n tun bɛ min ɲini, n donna o kɔnɔ (nin ko in na, “the best gifts for authentic indian chai loves”) ka enter digi. A kɛlen k’a ka fɛn dilannenw ladilikanw lawuli, ChatGPT ye ɲininkali dɔw kɛ n na sɔngɔ n’a diyanyekow kan walasa k’a ka hakilinaw nɔgɔya. Nka, n’i ma ɲininkaliw jaabi, a tun b’a miiri ko min ka fisa, a y’o di i ma hali bi listicle detailed kɔnɔ. N kɛlen ka sɛgɛsɛgɛli kɛ, n y’a ye ko hakilina dɔw ye kɛrɛfɛlanw da wuli walasa ka fɛn in san in-chat i n’a fɔ nin kado set in ka bɔ VADHAM fɛ. Ani dɔw fana y’a to ne ka digi ka tɛmɛ site web kan. N’a sɔrɔ i b’i yɛrɛ ɲininka, nin ni ChatGPT ɲininkali nɔgɔman tɛ kelen ye cogo di? Ayiwa, n’i ma baara kɛ ni “Sanni ɲinini” baarakɛminɛn ye, ChatGPT bɛna nilifɛnw hakilina caman di ɲɔgɔn ma sanni ka fɛn kɛrɛnkɛrɛnnenw di i ma i bɛ se ka minnu san o yɔrɔnin bɛɛ. An k’a lajɛ min bɛ danfara don ChatGPT sannifeere la san 2026, ka tɛmɛn granularly kan: Sannikɛcogo kɛrɛnkɛrɛnnen dɔ bɛ fanga di ladilikanw ma. ChatGPT sanni ɲinini bɛ baara kɛ GPT-5 mini suguya kɛrɛnkɛrɛnnen dɔ kan, min dege kɛrɛnkɛrɛnnenya la sanni baara kama. OpenAI yɛrɛ ka jateminɛw fɛ, nin misali in bɛ 52% sɔrɔ fɛn dilannenw tiɲɛni na ɲininkali gɛlɛnw na minnu bɛ dantigɛli caman kɛ, n’i y’a suma ni 37% ye ChatGPT ɲinini sariyalen na. ChatGPT Jagokɛlaw ka Porogaramu bɛ ɲɛnamaya la. OpenAI ka jagokɛlaw ka porogaramu bɛ jagokɛlaw bila ka fɛn dilannenw ka dumuniw ci k’a ɲɛsin u yɛrɛ ma, o bɛ kɛ sababu ye ka ChatGPT ka se ka fɛn dilannenw kunnafoniw sɔrɔ minnu bɛ tiɲɛ, minnu labɛnna. Labɛnw kɔnɔ, Instant Checkout bɛ yen, min b’a to baarakɛlaw bɛ se ka sanni kɛ k’a ɲɛsin u yɛrɛ ma plateforme kɔnɔ. B2B ni SaaS bɛ kurun kɔnɔ. Fɛn dilannenw sɔrɔli tɛ dan ɛntɛrinɛti jago walima B2C dɔrɔn ma. ChatGPT bɛ to ka porogaramuw baarakɛminɛnw, yɔrɔw ani baarakɛminɛnw laadi ni baarakɛlaw bɛ jago gɛlɛyaw ɲɛnabɔcogo ɲini. Yɔrɔ saralen tɛ (fɔlɔ). A tɛ i n’a fɔ Google Shopping, ChatGPT ka fɛn dilannenw ladilikanw tɛ kɛ piblisite fɛ sisan. OpenAI ka fɔ la, “ChatGPT bɛ fɛnw jira minnu bɛ tali kɛ kosɛbɛ ka bɔ ɛntɛrinɛti yɔrɔ bɛɛ la. Fɛn dilannenw jaabiw ye fɛnɲɛnamaw ye ani minnu tɛ dɛmɛ sɔrɔ, u bɛ jate dɔrɔn ka kɛɲɛ ni u bɛ tali kɛ baarakɛla la.”. Yeli bɛ sɔrɔ yan, a tɛ san — nka dɔ bɛ fara o kan sɔɔni. Mun na ChatGPT ka fɛn dilannenw sɔrɔli nafa ka bon B2B ni SaaS la Ka se ka sɛgɛsɛgɛli kɛ ChatGPT fɛ, o kɔrɔ ye ko se ka ye ka ɲɛsin o yɔrɔ in ka dɔgɔkun baarakɛla miliyɔn 900 ma minnu bɛ baara kɛ. Ani ChatGPT ka fɛn dilannenw ladilikanw tɛ dan mɔgɔw ka fɛnw dɔrɔn ma. Ni i ka baarakɛyɔrɔ bɛ porogaramuw, baarakɛlaw ka baarakɛminɛnw, walima fɛn o fɛn feere min bɛ jateminɛ kosɛbɛ, ChatGPT sɔrɔli bɛ se ka...kaban ka nɔ bila i ka pibiliki la, hali n’i y’a ɲɛnabɔ walima n’i m’a ɲɛnabɔ. A to n ka ɲɛfɔli kɛ. B2B sannikɛlaw bɛ ka baara kɛ ni AI ye walasa ka lisi surunw dilan. Desizɔn tabaga minnu bɛ sugu cɛmancɛ ni baarakɛdabaw la, olu bɛ ka AI ɲininkaliw kɛ i n’a fɔ “Ne ka kan ka HubSpot ɲɔgɔndan jumɛnw jateminɛ?” sanni u ka taa feerekɛla dɔ ka siti kan. O kɔrɔ ye ko AI bɛ ka u ka sugandili Dɔgɔya kabini u ka sanni taama daminɛ yɛrɛ la. O san fɛ, 6sense y’a Sɔrɔ ko 95% waati la, feerekɛla min ye se sɔrɔ, o bɛ sannikɛla ka lisi surun kɔnɔ kaban, k’a sɔrɔ 80% bɛnkanw na, sannikɛla bɛ ɲɔgɔn sɔrɔ feerekɛla min fɛ fɔlɔ. O la, n’i t’a ka surface (sɔrɔ) joona AI fɛ, a ka c’a la, i yɛrɛ tɛ boli la. AI ɲinini ye B2B ɲɛmɔgɔba filanan ye kaban. 10Fold Communications ka san 2025 sɛgɛsɛgɛli dɔ y’a jira ko AI-based platforms i n’a fɔ ChatGPT ani Perplexity ye sisan ɲɛmɔgɔ setigiw sɔrɔyɔrɔ filanan ye. U bɛ sosiyete ka kunnafonidilanw dɔrɔn kɔfɛ ani u bɛ ɲinini organique, email marketing ani media saralenw ɲɛfɛ. AI sirako bɛ fɛn caman tigɛli kɛ ka ɲɛ kosɛbɛ. Sɛgɛsɛgɛliw y’a jira ko ChatGPT taamasiyɛnw jiginna 31% ka tɛmɛ ɲinini biologique kan min tɛ taamasiyɛn ye. B2B kɛrɛnkɛrɛnnenya la, ChatGPT bɛ 56,3% ka surunya hakɛ lase ka tɛmɛ ɲɛmɔgɔw kan minnu bɛ bɔ Google walima Bing la. Baarakɛlaw minnu bɛ Nà ka Bɔ ChatGPT la, olu fana ka teli ka ɲinini daminɛ fɔlɔw Kɛ kaban. U bɛ surunya desizɔn dɔ la, o kɔrɔ ye ko fɛn caman tigɛli hakɛ bɛ caya ani ka feereli kɛcogo surun. Nin sɔrɔlen ninnu bɛ bɛn hakilinaw ma minnu bɛ AI ka sannikɛlaw ka kɛwalew ni u diyanyekow caman cili kan, wa sugukɛlaw ka kan ka ladamu. Seginkanni plateformew bɛ girinya wɛrɛ ta ka tɛmɛ o kan. B2B fɛn dilannenw na, ChatGPT bɛ a jigi da aggregator signals kan kosɛbɛ ka bɔ plateformew la i n’a fɔ G2, Capterra, ani TrustRadius. Seginkanni kɛli barikama ye yecogo fagalan ye. Pro Tip: ChatGPT ɲininkali damadɔw kɛ i ka kulu kɔnɔ sisan. A ɲini “best [your product type] for [your ICP]” ani k’a kɔlɔsi mɔgɔ min bɛ na. O bɛna AI yecogo jateminɛ jɔnjɔn di aw ma walasa aw ka baara kɛ ka bɔ min na. I bɛ se fana ka baara kɛ ni HubSpot ka AEO Grader fu ye walasa k’a dɔn i ka kɔnɔkow bɛ kɔrɔfɔ cogo min na sisan AI sitɛmuw fɛ. ChatGPT ka fɛn dilannenw ladilikanw bɛ baara kɛ cogo min na ChatGPT tɛ ni gundola-yɔrɔba ye Google kɔrɔ la. Nka, a b’a fɔ ko a bɛ kunnafoniw fara ɲɔgɔn kan ka bɔ yɔrɔ caman na, ka kanko misaliba (LLM) hakilinaw waleya walasa ka sanni ɲininkaliw jaabi. Nka, taamasiɲɛ dɔw bɛ yen minnu bɛ to sen na, a bɛ iko olu bɛ nɔ bila fɛn na min bɛ ladilikan sɔrɔ. ChatGPT ka fɛn dilannenw ladilikanw bɛ nɔ bila ɲininkaliw nafa la, kunnafonidilanw labɛncogo la fɛn dilannenw ɲɛw kan, fɛn dilannenw sɔrɔli ni fɛn dilannenw sɔngɔ, seginnkanniw ni fanga, ani sigidakow bɛnkan ni sannikɛla ka laɲini ye. 1. Ɲininkaliw nafa Taamaʃyɛn jɔnjɔnba ye i ka fɛn dilannen kɔnɔkow bɛ bɛn baarakɛla ka ɲininkali laɲini ma cogo min na. ChatGPT bɛ kɔrɔɲɔgɔnmaya bɛnkan kanu. A t’a ɲini daɲɛ kolomaw ɲɔgɔndan dɔrɔn na; a bɛ kɔrɔ ni laɲini kɔrɔ fɔ. Misali la, ni baarakɛla dɔ ye “CRM nɔgɔman ɲini ladilikɛlaw kelenw fɛ,” fɛn dilannen ɲɛ min b’a fɔ k’a jɛya ko baarakɛcogo bɛ tɛmɛ o kan, min b’a fɔ cogo bɛɛ la ko a bɛ baara kɛ jagokɛlaw bɛɛ ye. O tɛmɛnen kɔ, Nectiv ka san 2025 ɔkutɔburukalo sɛgɛsɛgɛli y’a jira ko jago ŋaniyaɲiniw bɛ se ka kɛ sababu ye ka ɛntɛrinɛti ɲininiw daminɛ kosɛbɛ ChatGPT kɔnɔ (53,5%) ka tɛmɛ kunnafonidi ɲininkaliw kan (18,7%). Daɲɛ minnu ka teli ka ɲinini daminɛ, olu dɔw ye “seginkanni”, “furu”, “fɛn minnu bɛ kɛ” ani “sɛgɛsɛgɛli.” 2. Donanw sigilen don fɛn dilannenw ɲɛw kan ChatGPT ka ɛntɛrinɛti lajɛ seko bɛ fɛn dilannenw ɲɛw index (index) kɛ, wa, i n’a fɔ a bɛ kɛ cogo min na kɔnɔkow bɛɛ la, kunnafonidilan sigilenw (kɛrɛnkɛrɛnnenya la, schema markup) b’a dɛmɛ ka fɛn dilannenw cogoyaw lajɛ ka ɲɛ. Skema suguya minnu bɛ tali kɛ kɛrɛnkɛrɛnnenya la fɛn dilannenw ɲɛw la, olu ye: fɛn dilannenw sɛgɛsɛgɛli, offert schema, ani fɛn dilannenw suguya wɛrɛw. 3. Sɔrɔcogo ani sɔngɔko kunnafoniw ChatGPT ka fɛn dilannenw ladilikanw fana bɛ da a la ko fɛn dilannenw sɔrɔli n’u sɔngɔ bɛ nɔ bila. A dɔnna ko sɔngɔko ɲɛw bɛ AI taamasiyɛn dɔw sama minnu ka ca kosɛbɛ. O la, n’i ka fɛn dilannen tɛ yen, n’a dabilalen don, walima n’a sɔngɔ ka gɛlɛn ka bɔ kɛnɛ kan (i n’a fɔ “contact for pricing” ni danfara tɛ a la), o bɛ nafa sɔrɔ. N b’a fɛ k’a fɔ ko, i ka miiri o la: Ni i terikɛ dɔ ye fɛn dɔ fɔ i ye, k’a hype, ka tila k’a sɔrɔ a ma sɔrɔ, n’a sɔrɔ i bɛna dimi tiɲɛ na. (N b’a fɛ.) ChatGPT t’a fɛ k’o dɔnniya di a baarakɛlaw ma. 4. Faama ni seginnkanni taamasiyɛnw Faama taamasiyɛnw AI kɔnɔ, olu bɛ baara kɛ i n’a fɔ SEO laadalata, nka u bɛ taa fo mɔgɔ sabananw ka jɔyɔrɔw la, i n’a fɔ seginnkanni yɔrɔ sigilenw, izinisɛbɛnw, sɛgɛsɛgɛlikɛlaw ka kunnafoniw, ani kɛnɛw i n’a fɔ LinkedIn. 5. Kow ɲɛfɔcogo ChatGPT bɛ ladilikanw labɛn ka kɛɲɛ ni baro kɔnɔna bɛɛ ye ani a bɛ min dɔn mɔgɔ ko la. O fɔlen, baarakɛla min y’a Fɔ k’u bɛ mɔgɔ 10 ka yɔrɔjan-jɛkulu dɔ Blà, wa a mago bɛ fura fu la, o bɛna ladilikan wɛrɛw Sɔrɔ ka Tɛmɛ mɔgɔ kan min ye baarakɛda dɔ ɲɛminɛni kofɔ. I ka kɔnɔkow ka kan ka kuma baarakɛcogo kɛrɛnkɛrɛnnenw kan, mɔgɔya, ani sigidakow, a kana kɛ fɛn dilannenw suguya bɛɛ lajɛlen dɔrɔn ye, walasa u ka jira i n’a fɔ ChatGPT fɛn dilannenw ladilikanw lamɛnnikɛlaw ma minnu bɛ se. ChatGPT dɛmɛ cogo min na k’i ka fɛn dilannenw sɔrɔ Ka kɛɲɛ ni Previsible 2025 State of AI Discovery Report ye, AI ka jago bɛ sinsin kosɛbɛ iziniw, baarakɛminɛnw ani sɔngɔko ɲɛw kan a.k.a. tigitigi latigɛ-taama ɲɛw an b’a dɔn minnu bɛ B2B jiginniw ɲɛminɛ. O sanfɛ, HubSpot ɲininiw y’a jira ko ChatGPT ye #1 AI baarakɛminɛn ye sugukɛlaw bɛ baara kɛ ni min ye u jɔyɔrɔw la. Nka, hali n’a y’a sɔrɔ ko o yɔrɔ in ka di kosɛbɛ, 11% dɔrɔn de b’a fɔ k’u ka kɔnɔkow fanba labɛnnen don AI la. O bɛ ɲɔgɔndanba dɔ jira. Ka sɔrɔ ChatGPT fɛ, o tɛ tulonkɛ ye sitɛmu dɔ la; o ye ka kɛ ni fɛn dilannenw kunnafoni ɲumanw ye tiɲɛ na, minnu labɛnna, minnu bɛ se ka sɔrɔ. Aw bɛ se ka fɛɛrɛ minnu tigɛ walasa ka dɔ fara aw ka se ka aw yɛrɛ jira ChatGPT ka fɛn dilannenw ladilikanw kɔnɔ, olu filɛ nin ye. 1nan : Aw bɛ fɛn dilannenw schema markup fara aw ka ɲɛw/kɔnɔkow kan Donanw sigilenw ye jaabi-minɛnw ɲɛnabɔli (AEO) ni jaabi-sɔrɔ-cogo ɲuman (GEO) fila bɛɛ jɔyɔrɔ ye, o la, tiɲɛ na, a nafa ka bon ChatGPT ma. Ni schema markup ni site architecture ɲuman tɛ, ChatGPT ka web crawler ka kan ka “miiri” caman kɛ walasa k’i ka fɛn dilannenw kunnafoniw dɔn ani i bɛ min kan. N’o ye, o kunnafoniw bɛ labɛn ani ka jɛya, o b’a to u bɛ jɛya ka ɲɛ ani u bɛ se ka kalan masin fɛ. Kalan: Baara kɛ ni Schema Markup ye cogo min na walasa k’i ka siti in jɔcogo ɲɛ O fɔlen kɔ, aw ka fɛn dilannenw ɲɛw bɛɛ la, aw bɛ ninnu fara a kan: Fɛn dilannenw cogoya: Tɔgɔ, marka, ja URL, ɲɛfɔli, SKU walima GTIN, ani URL dɔ bɛ a kɔnɔ. Offer schema: A’ ye sɔngɔ, priceCurrency, sɔrɔli (baara kɛ ni schema.org nafaw ye i n’a fɔ InStock walima OutOfStock), ani URL bɛnnen. AggregateRating schema: Aw bɛ seginnkanni jate ni jatebɔ cɛmancɛ sama ka bɔ aw ka seginnkanni jɔyɔrɔ walima aw ka sɛbɛn kɔnɔ. FAQPage schema: Landing pages minnu bɛ sannikɛlaw ka ɲininkaliw ɲɛnabɔ minnu bɛ kɛ tuma bɛɛ, FAQ schema bɛ context alignment sabati. Wa n’i ye B2B walima SaaS baarakɛda ye, i ka sɔngɔko ɲɛ, fɛnw sumacogo ɲɛw, ani baarakɛcogo landingɛ ɲɛw minɛ i n’a fɔ “fɛn dilannenw ɲɛw” sɛgɛsɛgɛli kama. SaaS ta fan fɛ, kɛrɛnkɛrɛnnenya la, sɔngɔko ɲɛ jɛlenw ni dakunw tiɲɛni jɛlenw ye dannaya ni yecogo taamasyɛn barikama ye. Pro Tip: Baara kɛ ni Google’s Rich Results Test ye walasa k’a dɔn ko i ka schema in sigilen don ka ɲɛ sani i k’a jira ko a bɛna nɔ bila AI ka ladilikanw na. Ni HubSpot Content Hub ye, baara kɛ ni HubSpot ka kɔnɔkow baarakɛminɛnw ye minnu labɛnna ani CMS dilannikɛlaw ka sɛbɛnw walasa ka JSON-LD schema waleya k’a ɲɛsin i ka ɲɛw jatebɔlanw ma. Taabolo 2nan : Aw ye aw jija ka se ka sɛgɛsɛgɛli kɛ ani ka se ka sɔrɔ fɛɛrɛko siratigɛ la I n’a fɔ an y’a Fɔ cogo min na, ChatGPT bɛ baara Kɛ ni ‘web crawlers ye (OAI-SearchBot ye fɔlɔ ye) walasa ka kɔnɔkow index (yɔrɔ) Kɛ. Ni i ka fɛn dilannenw ɲɛw tɛ se ka sɛgɛsɛgɛ, i tɛ se ka laadi, full stop. Ka fara schema kan, i bɛ se ka fɛn minnu kɛ walasa k’i ka crawlability (sɔgɔsɔgɔninjɛ) ɲɛ ka taa a fɛ, olu dɔw filɛ nin ye: A sɛgɛsɛgɛ ko OAI-SearchBot ma bali i ka robots.txt file kɔnɔ. XML sitemap kura dɔ ci min kɔnɔ, fɛn dilannenw ni furakɛli ɲɛw bɛɛ bɛ sɔrɔ. Aw ye aw jija ka fɛn dilannenw ɲɛw doni teliya la ani u kana JavaScript waleyali wajibiya walasa ka kunnafoni jɔnjɔnw jira. I n’a fɔ ɲininikɛlanw, kunnafoni minnu bɛ doni teliya la, olu ka teli ka don AI sitɛmuw kɔnɔ cogo min na, o bɛ se ka suman. Baara kɛ ni URL sigicogo jɛlenw ye minnu bɛ ɲɛfɔli kɛ (misali la, /products/crm-for-startups sanni /p?id=4421). Kɔnɔkow koɲɛw bɔ yen minnu bɛ ɲɔgɔn falen-falen, minnu bɛ fɛnɲɛnɛmaw ka jɛya dilu. Pro Tip: Aw ye aw ka sèrvèr logs walima baarakɛminɛn dɔ i n’a fɔ Cloudflare Analytics lajɛ OAI-SearchBot baara kama. N’a t’a jira, i ka robots.txt ni ɲɛw jiracogo sɛgɛsɛgɛ. N’a sɔrɔ i ka siti tɛ se ka sɛgɛsɛgɛ sisan. 3nan : Ka fɛn dilannenw ɲɛ kɔnɔkow ɲɛnabɔ baarakɛcogo-ko ɲininkaliw kama Miiri i n’a fɔ sannikɛla min bɛ baara kɛ ni kan dacogo ye, i kana miiri i n’a fɔ sugukɛla min bɛ sɛbɛnni kɛ robow ye. ChatGPT baarakɛlaw bɛ kumasen ɲininkaliw kɛ baro la, wa fɛn dilannenw kɔnɔkow minnu bɛ ɲininkaliw jaabi walima k’o kumasenw don a kɔnɔ k’a jɛya, olu ka teli ka diya. Aw bɛ se ka min kɛ, o filɛ nin ye: Aw bɛ ɲɛminɛ ni baarakɛcogo walima “nafa” ye, aw kana kɛ ni fɛɛrɛ ye. Sani i ka “AI-powered pipeline automation” sɛbɛn, i k’a sɛbɛn ko “HubSpot bɛ feerekɛlaw dɛmɛ minnu bɛ mɔgɔ 10–50 bɔmɔgɔw bɛ bɛnkan caman kɛ k’a sɔrɔ u ma kunnafoniw don bolo la.” Aw bɛ fɛnw fara ɲɔgɔn kan minnu bɛ tali kɛ ɲɔgɔn na. Ɲɛ minnu bɛ i n’a fɔ “HubSpot ni Salesforce jago misɛnninw kama” olu ye ChatGPT bɛ min sɔrɔ tigitigi ni baarakɛlaw bɛ ka u ka sugandiliw jateminɛ. Baarakɛcogo misali jɛlenw don a kɔnɔ. Dakun minnu bɛ i n’a fɔ “Best for freelancers,” “Ideal for enterprise,” walima “Cogo min na [Product] bɛ [baarakɛcogo kɛrɛnkɛrɛnnen] ɲɛnabɔ” olu bɛ sigida di AI sitɛmuw ma. Aw ka sannikɛlaw bɛ ɲininkali 5–10 minnu kɛ sanfɛ, aw bɛ olu jaabi. Baara kɛ ni Ɲininkaliw yɔrɔ ye minnu bɛ fɛn dilannenw ɲɛw kan. Nin kɔnɔkow bɛ karti ka ɲɛsin ChatGPT baro ɲininkaliw ma. Nka, kana ɲinɛ ka danfara don mɔgɔw ni ɲɔgɔn cɛ! Hali n’i b’a fɛ k’i lamɛnbagaw ka kumaw minɛ, i b’a fɛ fana k’a lajɛ ko i ka saraka kɛrɛnkɛrɛnnen ani min b’i kɛ sugandili ɲuman ye, o jɛlen don ani ko a ni i ka ɲɔgɔndanw tɛ kelen ye. A nafa ka bon fana k’a dɔn ko ChatGPT ka teliya ka waribɔ bɛ dan Etsy ni Shopify butikiw dɔrɔn ma sisan. N’i bɛ baara kɛ ni o yɔrɔ fila la kelen ye, i jija ka nin laadilikanw labato i ka Shopify ka fɛn dilannenw ɲɛfɔli/ɲɛw ani Etsy Shop ɲɛfɔliw kan. Aw mago bɛ dɛmɛ na ka aw ka kɔnɔkow sɛbɛn wa? AI kɔnɔkow sɛbɛnni baarakɛminɛn caman bɛ yen walasa k’i daminɛ, HubSpot’s fana bɛ yen. Taabolo 4nan : Ka seginnkanni ni sigida daliluw Infrastructure jɔ ChatGPT ka fɛn dilannenw ladilikanw bɛ nɔba bila kɛnɛyaso fangatigiw bɛ min fɔ i ka fɛn dilannen kan, kɛrɛnkɛrɛnnenya la mɔgɔ sabananw ka seginnkanni yɔrɔw. O kɔrɔ ye ko i ka sosiyete proof fɛɛrɛ ka kan ka tɛmɛn i yɛrɛ ka siti kan. B2B ni SaaS kama: G2 ni Capterra bila jɔyɔrɔ fɔlɔ la. Olu bɛ sɔrɔyɔrɔw la minnu bɛ lajɛ kosɛbɛ ani minnu bɛ tali kɛ porogaramuw ladilikanw na. Aw ye aw jija ka seginnkanni 50 kɛ a dɔgɔyalenba la ni jateden 4.0+ ye. Ni o dɔgɔyara, o bɛna kɛ i n’a fɔ misali hakɛ min ka dɔgɔ kojugu walasa ka da a la ani ni jatebɔ hakɛ dɔgɔyara, o bɛna nɔ jugu bila i ka baara la. Aw ye aw ka G2 profil ɲɛnabɔ. Aw bɛ aw ka G2 lisi minɛ i n’a fɔ landing page. Ɲɛfɔli dafalen, fɛnw taamasiyɛnw, baarakɛcogo suguyaw, sitiw ladɛrɛsiw ani ɲɔgɔndan jɔyɔrɔw don a kɔnɔ. Aw ye sosiyali daliluw sama ka bɔ LinkedIn na. Kunnafonidila ka seereya, ko kɛlenw tilatilali, ani fɛn dilannenw kofɔli LinkedIn kan, olu bɛ bɔ kɛnɛ kan ka taa a fɛ ChatGPT fɛ, kɛrɛnkɛrɛnnenya la B2B ɲininkaliw kama. Aw ye kunnafoni sɔrɔ izini sɛbɛnw kan minnu bɛ tali kɛ o ko la. Ka kofɔ jago sɛbɛnw kɔnɔ minnu bonyalen don (miiri MarTech, TechCrunch, izini kunnafonidisɛbɛnw kɔnɔ) o bɛ fanga taamasiyɛnw jɔ ChatGPT bɛ minnu girinya. A kɔlɔsi cogo min na HubSpot ye sosiyete ka daliluw ni seginnkanniw don an ka siti kan ka bɔ G2 la. Ni i ka fɛn dilannen kofɔra cogo ɲuman na tuma bɛɛ o sɔrɔyɔrɔw bɛɛ la, a ka teli ka bɔ kɛnɛ kan. Pro Tip: Baara kɛ ni HubSpot’s Smart CRM ye walasa ka seginnkanni ɲinini baarakɛcogo ɲɛnabɔ ka ɲɛsin kiliyanw ka ɲɛnamaya kɛcogo kunnafoniw ma. O b’a to a ka nɔgɔn ka seginnkanni ɲininkaliw daminɛ waati bɛnnen na post-onboarding. 5nan : Aw bɛ fɛn dilannen dɔ bila ChatGPT Jagokɛlaw ka porogaramu kɔnɔ OpenAI’s Merchant Program bɛ sira tilennen di jagokɛlaw ma walasa u ka se ka fɛn dilannenw kunnafoniw ni sanni kɛ ChatGPT kɔnɔ. Miiri k’a filɛ i n’a fɔ i bɛ feed sɔrɔ ka bɔ Facebook Marketplace walima Instagram Shops la baro kɔnɔ, nka ni AI ka ladilikanw ye. Walasa ka a daminɛ: Aw ye taa chatgpt.com/merchants kan ani ka jagokɛlaw ka jatebɔsɛbɛn dɔ da. Aw bɛ fɛn dilannenw balocogo labɛn cogo la min bɛ dɛmɛ sɔrɔ (a ka c’a la JSON walima CSV). Aw bɛ fɛn dilannenw tɔgɔ tigitigiw, u ɲɛfɔliw, u sɔngɔw, u sɔrɔcogo, u jaw ani u URLw sɛbɛn. Aw ye balofɛn kura to — kunnafoni kɔrɔlenw walima kunnafoni tiɲɛbaliw bɛ se ka tiɲɛni kɛ kosɛbɛ aw ka ladilikan sɔrɔli la. Nka, OpenAI ka sɛbɛnw b’a jira k’a jɛya ko modɛli bɛ se ka fili hali bi sɔngɔko ni sɔrɔko la sisan ani ka dusu don baarakɛlaw kɔnɔ u ka sɛgɛsɛgɛli kɛ jagokɛlaw ka sitiw kan. Ladilikan ɲuman: B2B tɔn minnu tɛ ni laadala fɛn dilannenw balo ye, aw k’a lajɛ ka “ɲɛnabɔli feere” dɔ labɛn min bɛ aw ka fɛn jɔnjɔnw jira, sɔngɔko siratigɛw, laɲinibagaw, ani baarakɛcogo misaliw sen bɛ o la. O bɛ dɛmɛ ka ChatGPT di kunnafoni saniyalenw ma, minnu bɛ se ka kalan masin fɛ walasa ka baara kɛ ni minnu ye. O kɔfɛ, baara kɛ ni HubSpot ka AEO Grader ye walasa ka gɛlɛyaw sɔrɔ AI sitɛmuw bɛ ka i kɔnɔkow faamuya cogo min na. 6nan : Aw bɛ sumanikɛlan dɔ jɔ I tɛ min suman, i tɛ se k’o ɲɛnabɔ. ChatGPT-driven discovery (ChatGPT-driven discovery) nɔfɛta bɛ fɛɛrɛ wɛrɛ de wajibiya min ni SEO laadalata sɛgɛsɛgɛliw tɛ kelen ye dɔɔnin. Aw ye aw ka kɔlɔsili baarakɛcogo jɔ nin taamasiɲɛ ninnu lamini na: UTM-tag i ka ChatGPT taamasiyɛn. N’i ni ɲɔgɔn cɛsirilen don walima n’i tɔgɔ fɔra ChatGPT jaabiw kɔnɔ, i ka taamasiyɛn tilennenw/cikanw taamasiyɛnw kɔlɔsi Google Analytics 4 kɔnɔ — AI-driven traffic bɛ jira tuma caman na i n’a fɔ tilennen walima ka bɔ chat.openai.com. Aw bɛ a tila-tila ani k’a nɔfɛtaama ka bɔ aw ka don fɔlɔ la. Aw bɛ sɛgɛsɛgɛli ɲininkaliw kɛ tuma bɛɛ. Dɔgɔkun o dɔgɔkun, bolo la ka ɲininkali 10–20 kɛ inChatGPT minnu bɛ bɛn i ka sannikɛla laɲinilen ka kan ma. A kɔlɔsi i bɛ bɔ waati min na, ɲɔgɔndanna minnu bɛ bɔ, ani jaabi bɛ i jɔyɔrɔ fa cogo min na. Track brand mentions ni kɔlɔsili baarakɛminɛnw ye. Baarakɛminɛn minnu bɛ i n’a fɔ Mention, Brand24, walima HubSpot’s Social Monitoring in Marketing Hub, olu bɛ se ka minɛ ni i ka fɛn dilannen kofɔra ɛntɛrinɛti kan — o min bɛ fanga taamasiyɛnw balo ChatGPT bɛ bɔ minnu na. Aw bɛ se fana ka AI taamasiyɛnw ye HubSpot ka taamasiyɛnw jatebɔsɛbɛn kɔnɔ. G2 kɔlɔsi ani ka plateformew ka jatebɔw lajɛ. I jɔyɔrɔ bɛ kuluw jatebɔ la G2 kan, o bɛ tali kɛ AI ka ladilikanw caya la. Aw bɛ tugu a kɔ kalo o kalo. Ɲininkaliw ChatGPT ka fɛn dilannenw ka ladilikanw kan Yala ne mago bɛ fɛn dilannenw balocogo la walasa a ka bɔ ChatGPT ka ladilikanw kɔnɔ wa? A man kan ka kɛ, nka ni dɔ bɛ i bolo, o bɛ i ka sekow ɲɛ kosɛbɛ. ChatGPT bɛ se ka fɛnw sɔrɔ ɛntɛrinɛti sɛgɛsɛgɛli dɔrɔn fɛ, nka fɛn dilannenw baloli min bɛ ci ChatGPT Jagokɛlaw ka porogaramu fɛ, o bɛ OpenAI dɛmɛ ka se ka don tigitigi, kɔnɔna na, ka se ka kunnafoni saniyalenw sɔrɔ, minnu labɛnna, k’a sɔrɔ baara wɛrɛ ma kɛ. Fɛn minnu bɛ kɛ ni fɛn caman ye, minnu sɔngɔ bɛ Changé tuma caman, walima minnu sɔrɔli bɛ ɲɔgɔn falen-falen (i n’a fɔ finiw ni fɛn wɛrɛw minnu bɛ kɛ ka mɔgɔw balo), balo ka ɲi kosɛbɛ. Ne bɛ se ka ChatGPT dɛmɛ cogo di ka fɛn kuraw walima waati kɔnɔ fɛn dilannenw sɔrɔ joona? I ka sitemap kura ye joona ni fɛn kuraw ɲɛw bɛ ɲɛnamaya ani k’a lajɛ k’u ni ɲɔgɔn cɛ ka bɔ fangatigiba ɲɛw la minnu bɛ yen. Waati kɔnɔ fɛn dilannenw kama, i ka landingɛsɛbɛnw dilan minnu bɛ kɛ tuma bɛɛ (misali la, “[Fɛn] min bɛ kɛ selidon nilifɛnw kama”) i bɛ minnu kuraya cycle kelen-kelen bɛɛ la sanni ka URL kura dilan san o san. O bɛ crawl priority ni authority taamasiɲɛw mara. Ni i ye fɛn dilannenw ka dumuni kuraw ci joona, o fana bɛ sɔrɔli teliya. Ni ne ka ɲɔgɔndankɛlaw ye ne tɛmɛ hali ni schema ɲuman ye do? Ni an b’a fɔ k’a jɛya, o bɛ se ka kɛ kosɛbɛ. Skema ka kan nka a tɛ fura ye. Ni ɲɔgɔndankɛlaw bɛ ka baara kɛ ka tɛmɛ i kan hali ni taamasiyɛn kɛcogo bɛnnen don, a ka c’a la, danfara bɛ kɛ yɔrɔ saba dɔ la kelen na: (1) seginnkanni hakɛ ni jogoɲumanya kan mɔgɔ sabananw ka kunnafonidilanw kan, (2) kɔnɔkow fanga ni u juguya baarakɛcogo kɛrɛnkɛrɛnnenw ɲɛw kan, walima (3) taamasiyɛn fɔli siɲɛ caman kɛnɛma sɛbɛnw kɔnɔ. Aw ye aw ka G2 kunnafoni jateminɛ ni ɲɔgɔndankɛlaw ye, ka aw ka fɛn dilannenw ɲɛ kɔnɔkow juguya suma ɲɔgɔn na, ani ka jateminɛ kɛ siɲɛ joli aw bɛ fɔ izini sɔrɔyɔrɔw la ni aw ka ɲɔgɔndanba ɲɛmɔgɔw ye. 10Fold 2025 ɲininiw y’a jira ko kɔnɔkow juguya n’u kalanni nafa ka bon kosɛbɛ AI citation na, a tɛ SEO laadala jateminɛw ye i n’a fɔ backlinks walima traffic. Ne ka kan ka fɛn dilannenw ɲɛ baarakɛcogo kɔlɔsi cogo di ka bɔ AI taamasiyɛnw na? Google Analytics 4 kɔnɔ, taamasiyɛnw tila-tila ka kɛɲɛ ni sɔrɔyɔrɔ ye walasa ka kalansenw dɔn minnu bɔra chat.openai.com la walima minnu bɛ bɔ i n’a fɔ “sira tilennen” ni AI-taamacogo ye (ɲɛw dɔgɔyali lajɛ kelen-kelen bɛɛ la, mɔgɔw jiginni hakɛ caman). Baara kɛ ni HubSpot Marketing Hub ye walasa ka daɲɛ kolomaw ni ɲɛw baarakɛcogo lajɛ i ka CRM pipeline kunnafoniw kɛrɛfɛ, o b’a to i bɛ se ka AI-driven traffic siri sɔrɔko sɔrɔcogo lakikaw la. Walasa ka sigida bɛɛ lajɛlen sɔrɔ, HubSpot’s AEO Guide bɛ taama jaabi dafalen masin ɲɛnabɔli baarakɛcogo la. ChatGPT sannifeere ɲɛtaa sigicogo Kunnafoni jɛlen don : AI ka cidenw ka taama bɛ ka bonya teliya la siɲɛ 165 ka tɛmɛ ɲinini biologiki kan, a bɛ fɛn caman sɛmɛntiya ni laadala taamakɛlaw hakɛ ye siɲɛ 4–9, wa a ye fanga ye min bɛ se ka nɔba bila B2B feerekɛlaw ka lisi surunw na kaban. O la, n’i y’a miiri ko i bɛ se ka ChatGPT ka fɛn dilannenw ladilikanw bila kɔfɛ, i b’a fɛ ka miiri kokura. ChatGPT ka fɛn dilannenw ladilikanw tɛ sira saralen ye; u ye sɔrɔlenw ye. Jagokɛyɔrɔ minnu bɛna fanga sɔrɔ AI-driven sɔrɔli kan san 2026, olu de bɛ kunnafoni saniyalenw, sigilenw, fangatigiw di AI sigidaw ma walasa u ka baara kɛ ni minnu ye. Aw bɛ a daminɛ ni aw ka fɛn dilannenw sɛgɛsɛgɛli ye. Aw ye aw ka crawlability labɛn. Aw ye aw ka seginnkanni yɔrɔ sɔrɔli jɔ. Ani k’a bɛɛ kɔlɔsi tuma bɛɛ. Nin bɛɛ bɛ fara ɲɔgɔn kan, wa u bɛ se ka dɛmɛ don ka ChatGPT kɛ i lamɛnbagaw ka yɛrɛ sannikɛla ye min bɛ se ka da a kan kosɛbɛ.

You May Also Like

13 Trending Songs on TikTok in March 2026 (+ How to Use Them)

Our Best AI PM Workflows for Prototyping, Strategy, and Personal OS (2026)

China’s Cybersecurity Agency Issues Security Warning About OpenClaw