{"id":4593,"date":"2025-10-11T19:10:29","date_gmt":"2025-10-11T22:10:29","guid":{"rendered":"https:\/\/matrixgo.ai\/?p=4593"},"modified":"2025-10-07T10:24:31","modified_gmt":"2025-10-07T13:24:31","slug":"chatgpt-ecommerce-custo-da-conversa-para-empresas","status":"publish","type":"post","link":"https:\/\/matrixgo.ai\/en\/chatgpt-ecommerce-custo-da-conversa-para-empresas\/","title":{"rendered":"ChatGPT, e-commerce, and the cost of conversation: what does this mean for businesses?"},"content":{"rendered":"<p>Casual messages like \u201cgood morning,\u201d \u201cthank you,\u201d or \u201cthanks\u201d seem innocent\u2014but at scale, they cost a lot. On social media platforms, <strong>Generative AI<\/strong> with billions of monthly interactions, each token processed requires <strong>use<\/strong> intensive on processors, energy, and infrastructure. Public estimates suggest that the annual operating cost of conversational AI could reach <strong>billions of dollars<\/strong>, especially with the combination of <strong>training, inference and data center expansion<\/strong>. By 2025, reports indicated that OpenAI projects <strong>cash burn above US$1.4 billion<\/strong> in the year, even with strong revenue growth \u2014 a portrait of the \u201cinvisible cost\u201d of maintaining conversation 24\/7 for a massive user base.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>From Subscription to Cart: ChatGPT&#039;s Turn to E-Commerce<\/strong><\/h2>\n\n\n\n<p>With <strong>subscriptions from US$$ 20\/month<\/strong> (ChatGPT Plus) serving only a fraction of its users, OpenAI has been opening up new monetization fronts. The most recent is <strong>\u201cBuy it in ChatGPT \/ Instant Checkout\u201d<\/strong>, which allows purchases <strong>directly in the chat<\/strong>. The feature started in the US with <strong>Etsy<\/strong> (already active) and <strong>Shopify<\/strong> (expanding), processed by <strong>Stripe<\/strong>, and promises to evolve from a \u201csingle item\u201d to <strong>carts<\/strong> and global coverage \u2014 a clear step towards <strong>conversational commerce<\/strong> within the assistant itself. For retailers, this means being present at the moment of customer intent; for OpenAI, <strong>transactional revenue<\/strong> scalable.&nbsp;<\/p>\n\n\n\n<p><strong>READ ALSO:<\/strong><a href=\"https:\/\/matrixgo.ai\/5-estrategias-marketing-conversacional\/\"> Conversational Marketing: 5 Strategies to Engage Customers and Sell More<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Advertising (or something very close): Why \u201cads\u201d in AI seem inevitable<\/strong><\/h2>\n\n\n\n<p>The movement to <strong>e-commerce<\/strong> does not exclude another avenue: <strong>advertising<\/strong>.OpenAI executives have admitted to exploiting <strong>new sources of revenue<\/strong> and <strong>do not discard ads<\/strong> \u2014 with the caveat that implementation needs to be careful and <strong>aligned with user intent<\/strong>. Market analysts point out that the model could be more <strong>\u201cassisted trade\u201d<\/strong> than traditional banners: useful recommendations that saw <strong>commissions<\/strong> when the user buys something suggested by AI \u2014 a kind of <strong>affiliate\/sponsored outcome<\/strong> conversational. For brands, this opens up a new channel of communication <strong>performance<\/strong>; for the platform, it diversifies revenue without compromising (in theory) the experience.&nbsp;<\/p>\n\n\n\n<p><strong>READ ALSO:<\/strong><a href=\"https:\/\/matrixgo.ai\/mensagens-utilidade-whatsapp-business\/\"> Helpful messages on WhatsApp Business: more conversions for your company<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What this changes for your AI strategy (and how to prepare now)<\/strong><\/h2>\n\n\n\n<p>To <strong>e-commerce, healthcare, contact center, education and services<\/strong>, the message is direct: <strong>dependence on a single model<\/strong> creates cost and compliance risks. The most solid path is to adopt <strong>multi-agent architectures<\/strong> and <strong>multi-models<\/strong> \u2014 matching <strong>NLP\/NLU<\/strong>, <strong>tools<\/strong> and <strong>governance<\/strong> to balance <strong>cost per conversation<\/strong>, <strong>latency<\/strong>, <strong>data privacy<\/strong> and <strong>quality<\/strong>. In parallel, it is vital to think about <strong>Agentic AI<\/strong> acting end to end: <strong>lead gen<\/strong> at the top of the funnel, <strong>sales assistance<\/strong> (chat\/shopping on the channel), <strong>after-sales<\/strong> and <strong>retention<\/strong> with <strong>sentiment analysis<\/strong> and intelligent routing.<\/p>\n\n\n\n<p>Some practical actions to get you started:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Design conversational journeys<\/strong> with clear intent (sales, support, billing) and define <strong>KPIs<\/strong> (AHT, CSAT, conversion, cost\/contact).<br><\/li>\n\n\n\n<li><strong>Orchestra models<\/strong> (proprietary and open LMMs) by use case, adjusting <strong>temperature, context and guardrails<\/strong>.<br><\/li>\n\n\n\n<li><strong>Integrate channels<\/strong> (WhatsApp, webchat, Instagram, voicebot\/ASR+TTS) for a <strong>omnichannel<\/strong> real.<br><\/li>\n\n\n\n<li><strong>Experimental instrument<\/strong>: test prompts, <strong>RAG<\/strong>, <strong>safety guardrails<\/strong>, and evaluate <strong>cost vs. quality<\/strong> by scenario.<br><\/li>\n<\/ul>\n\n\n\n<p>By 2025, it has become clear that conversational AI will also become <strong>sales channel and media<\/strong>. Who to structure now <strong>governance + efficiency<\/strong> will reap higher margins when volume grows (and so does the account).&nbsp;<\/p>\n\n\n\n<p><strong>READ ALSO:<\/strong><a href=\"https:\/\/matrixgo.ai\/analise-de-sentimentos-ia-atendimento\/\"> Sentiment Analysis in AI-Powered Customer Service: How to Prioritize Critical Cases in Real Time<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Morpheus: Scalable, Sustainable, Multi-Agent Agentic AI<\/strong><\/h2>\n\n\n\n<p>If the conversation is expensive when poorly designed, the solution is <strong>efficiency + control<\/strong>. The <strong>Morpheus<\/strong>, solution <strong>multi-agent AI<\/strong> from Matrix Go, was created for this. With <strong>specialized agents<\/strong> (sales, customer service, billing, technical support), <strong>smart routing<\/strong>, <strong>Safe RAG<\/strong>, <strong>observability<\/strong> and <strong>governance<\/strong>, it reduces <strong>cost per interaction<\/strong> and improves <strong>CSAT<\/strong> at the same time. Morpheus connects the <strong>WhatsApp Business<\/strong>, <strong>website<\/strong>, <strong>e-commerce<\/strong>, <strong>CRM\/ERP<\/strong> and even <strong>voicebots<\/strong> (ASR\/TTS), ensuring <strong>compliance<\/strong>, <strong>privacy<\/strong> and <strong>scalability<\/strong> \u2014 from pilot to enterprise roll-out. In practice, its operation <strong>sell more<\/strong>, <strong>serves better<\/strong> and <strong>spend less<\/strong>.<\/p>\n\n\n\n<p>If you want to reduce operating costs, accelerate sales and improve service with <strong>Conversational AI<\/strong> for real, talk to Matrix Go. Our solutions <strong>AI and automation<\/strong> (including Morpheus) already drive companies across diverse sectors with proven results in <strong>cost reduction<\/strong>, <strong>productivity gain<\/strong> and <strong>improving customer experience<\/strong>. <strong>Talk to our experts right now<\/strong> and find out how to take <strong>Efficient and scalable AI<\/strong> for your business: <strong>0800 604 5555<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>Casual messages like \u201cgood morning,\u201d \u201cthank you,\u201d or \u201cthanks\u201d seem innocent\u2014but at scale, they\u2019re expensive. In generative AI platforms with billions of monthly interactions, each token processed requires intensive processing power, energy, and infrastructure. Public estimates suggest that the annual operating bill for conversational AI could reach billions of dollars, especially [\u2026]<\/p>","protected":false},"author":23,"featured_media":4594,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","_joinchat":[],"footnotes":""},"categories":[1],"tags":[],"class_list":["post-4593","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sem-categoria"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ChatGPT, e-commerce e o custo da conversa: o que isso significa para as empresas? - Matrix Go<\/title>\n<meta name=\"description\" content=\"Entenda por que conversas encarecem a IA, como o ChatGPT avan\u00e7a no e-commerce e o que isso significa para custos e estrat\u00e9gia nas empresas.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/matrixgo.ai\/en\/chatgpt-ecommerce-custo-da-conversa-para-empresas\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ChatGPT, e-commerce e o custo da conversa: o que isso significa para as empresas? 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