[{"data":1,"prerenderedAt":721},["ShallowReactive",2],{"navigation":3,"index-\u002F":51,"index-blogs":195,"mdc--sz6mn3-key":691,"mdc--r7f0xv-key":703,"mdc-ud805o-key":712},[4,26],{"title":5,"path":6,"stem":7,"children":8,"page":25},"Blog","\u002Fblog","blog",[9,13,17,21],{"title":10,"path":11,"stem":12},"Building a GTM Strategy for SMB: What I Learned Managing a R$1B Pipeline","\u002Fblog\u002Fbuilding-a-gtm-strategy-for-smb","blog\u002Fbuilding-a-gtm-strategy-for-smb",{"title":14,"path":15,"stem":16},"How AI is Transforming B2B Inside Sales: Lessons from the Field","\u002Fblog\u002Fhow-ai-is-transforming-b2b","blog\u002Fhow-ai-is-transforming-b2b",{"title":18,"path":19,"stem":20},"Omni-Channel Sales: How to Integrate Physical and Digital Without Losing Revenue","\u002Fblog\u002Fomni-channel-sales","blog\u002Fomni-channel-sales",{"title":22,"path":23,"stem":24},"Sales Leadership at Scale: Managing 50+ Reps Toward a R$1B Goal","\u002Fblog\u002Fsales-leadership-at-scale","blog\u002Fsales-leadership-at-scale",false,{"title":27,"path":28,"stem":29,"children":30,"page":25},"Pt Br","\u002Fpt-br","pt-br",[31],{"title":5,"path":32,"stem":33,"children":34,"page":25},"\u002Fpt-br\u002Fblog","pt-br\u002Fblog",[35,39,43,47],{"title":36,"path":37,"stem":38},"Construindo uma GTM Strategy para PMEs: O Que Aprendi Gerenciando um Pipeline de R$1Bi","\u002Fpt-br\u002Fblog\u002Fbuilding-a-gtm-strategy-for-smb","pt-br\u002Fblog\u002Fbuilding-a-gtm-strategy-for-smb",{"title":40,"path":41,"stem":42},"Como a IA Está Transformando o Inside Sales B2B: Lições do Campo","\u002Fpt-br\u002Fblog\u002Fhow-ai-is-transforming-b2b","pt-br\u002Fblog\u002Fhow-ai-is-transforming-b2b",{"title":44,"path":45,"stem":46},"Vendas Omni-Channel: Como Integrar Físico e Digital Sem Perder Receita","\u002Fpt-br\u002Fblog\u002Fomni-channel-sales","pt-br\u002Fblog\u002Fomni-channel-sales",{"title":48,"path":49,"stem":50},"Liderança em Vendas em Escala: Gerenciando 50+ Reps para uma Meta de R$1Bi","\u002Fpt-br\u002Fblog\u002Fsales-leadership-at-scale","pt-br\u002Fblog\u002Fsales-leadership-at-scale",{"id":52,"title":53,"about":54,"blog":57,"body":60,"description":61,"experience":62,"extension":89,"faq":90,"hero":127,"meta":162,"navigation":163,"path":164,"seo":165,"stem":168,"testimonials":169,"__hash__":194},"index\u002Findex.yml","Hey, I'm André Vaz Sales & Growth Manager",{"title":55,"description":56},"About Me","Sales & Growth Manager with 15+ years of experience leading Inside Sales operations and GTM Strategy at companies like Mercado Livre, Cielo, and Carrefour.\nExpert in building high-performance B2B teams, scaling SMB revenue, and driving Digital Transformation — including AI-powered sales processes that cut CAC by 35%.\n",{"title":58,"description":59},"Latest Articles","My thoughts on sales leadership, GTM strategy, and revenue growth",null,"I build and scale high-performance sales operations, turning strategy into measurable revenue. Specialized in Inside Sales B2B, GTM Strategy, and Digital Transformation across Brazil's leading companies.",{"title":63,"items":64},"Work Experience",[65,73,81],{"position":66,"date":67,"company":68},"Inside Sales & Strategy Growth Manager at","2021 - Present",{"name":69,"logo":70,"url":71,"color":72},"Mercado Livre","i-simple-icons-mercadolibre","https:\u002F\u002Fwww.mercadolivre.com.br","#FFE600",{"position":74,"date":75,"company":76},"Senior Commercial Planning & Strategy Coordinator at","2013 - 2021",{"name":77,"logo":78,"url":79,"color":80},"Cielo","i-heroicons-credit-card","https:\u002F\u002Fwww.cielo.com.br","#005CA9",{"position":82,"date":83,"company":84},"CRM Coordinator at","2011 - 2013",{"name":85,"logo":86,"url":87,"color":88},"Carrefour","i-simple-icons-carrefour","https:\u002F\u002Fwww.carrefour.com.br","#004E9F","yml",{"title":91,"description":92,"categories":93},"Frequently Asked Questions","Common questions about my background, expertise, and how I can help your business grow.",[94,106,118],{"title":95,"questions":96},"Expertise & Services",[97,100,103],{"label":98,"content":99},"What are your core areas of expertise?","My expertise spans Inside Sales strategy and execution, GTM (Go-To-Market) design for B2B and SMB segments, Revenue Growth management, Digital Transformation of commercial operations, CRM architecture and automation, and Sales Leadership. I've built and managed teams of 50+ representatives with annual pipelines exceeding R$ 1 billion.\n",{"label":101,"content":102},"What industries have you worked in?","I have deep experience in fintech and digital payments (Mercado Livre, Cielo), retail (Carrefour, Cacau Show), and e-commerce. My expertise spans both B2B and B2C environments, with a particular focus on SMB and Long Tail segments in Brazil's high-growth digital economy.\n",{"label":104,"content":105},"Do you do consulting work?","Yes, I am open to strategic consulting engagements focused on Inside Sales structuring, GTM strategy design, sales process optimization, and AI-driven sales automation. If you're looking to scale your commercial operation or accelerate revenue growth, let's talk.\n",{"title":107,"questions":108},"Leadership & Results",[109,112,115],{"label":110,"content":111},"What results have you achieved in your career?","Key highlights include: managing a sales pipeline of R$ 1 billion annual TPV at Mercado Livre; leading a team of 50+ inside sales representatives; implementing AI-powered lead qualification that reduced CAC by 35% without losing conversion performance; and driving digital transformation initiatives at Cielo that modernized partner ecosystems across physical and e-commerce channels.\n",{"label":113,"content":114},"How do you approach building high-performance sales teams?","I combine structured methodologies (SPIN Selling, Predictable Revenue) with data-driven management. I focus on defining clear KPIs, building robust cadence processes through CRM, developing SDR and Closer roles with specific playbooks, and creating a culture where performance is measured, celebrated, and continuously improved.\n",{"label":116,"content":117},"What is your approach to Digital Transformation in sales?","I believe Digital Transformation in commercial operations must balance technology adoption with human performance. My approach starts with mapping the existing sales process, identifying high-impact automation opportunities (CRM cadences, AI lead scoring), piloting changes with measurable baselines, and scaling what works — always keeping conversion rates and customer experience at the center.\n",{"title":119,"questions":120},"Background",[121,124],{"label":122,"content":123},"What is your educational background?","I hold an MBA in Business Management from FIA (Fundação Instituto de Administração), one of Brazil's most prestigious business schools, and a degree in Marketing from Pontifícia Universidade Católica de São Paulo (PUC-SP).\n",{"label":125,"content":126},"Where are you based and do you work remotely?","I'm based in Santana de Parnaíba, São Paulo, Brazil. I'm experienced in leading fully remote and hybrid sales operations, having managed distributed teams across Brazil throughout my career.\n",{"links":128,"images":134},[129],{"label":130,"to":131,"target":132,"color":133},"Connect on LinkedIn","https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fandre-duarte-vaz","_blank","neutral",[135,138,141,144,147,150,153,156,159],{"src":136,"alt":137},"\u002Fhero\u002Frandom-1.avif","Business strategy",{"src":139,"alt":140},"\u002Fhero\u002Frandom-2.avif","Sales team",{"src":142,"alt":143},"\u002Fhero\u002Frandom-3.avif","Data analytics",{"src":145,"alt":146},"\u002Fhero\u002Frandom-4.avif","Growth planning",{"src":148,"alt":149},"\u002Fhero\u002Frandom-5.avif","Digital transformation",{"src":151,"alt":152},"\u002Fhero\u002Frandom-6.avif","Team leadership",{"src":154,"alt":155},"\u002Fhero\u002Frandom-7.avif","Revenue growth",{"src":157,"alt":158},"\u002Fhero\u002Frandom-8.avif","CRM strategy",{"src":160,"alt":161},"\u002Fhero\u002Frandom-9.avif","B2B sales",{},true,"\u002F",{"title":166,"description":167},"André Vaz - Sales & Growth Manager","Welcome to my portfolio! I'm André Vaz, a Sales & Growth Manager with 15+ years of experience at Mercado Livre, Cielo, and Carrefour. Specialized in Inside Sales, B2B GTM Strategy, and Digital Transformation.","index",[170,178,186],{"quote":171,"author":172},"André has an exceptional ability to translate complex business challenges into structured, executable sales strategies. His GTM approach at Mercado Livre set a new standard for how we think about SMB acquisition and retention. The results speak for themselves — a billion-Real pipeline managed with precision and consistency.",{"name":173,"description":174,"avatar":175},"Ricardo Mendes","VP of Commercial Operations, Fintech Brasil",{"src":176,"srcset":177},"https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1500648767791-00dcc994a43e?ixlib=rb-1.2.1&auto=format&fit=facearea&facepad=2&w=40&h=40&q=80","https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1500648767791-00dcc994a43e?ixlib=rb-1.2.1&auto=format&fit=facearea&facepad=2&w=80&h=80&q=80 2x",{"quote":179,"author":180},"What sets André apart is his rare combination of strategic vision and hands-on execution. During our work together at Cielo, he led the digital transformation of our partner ecosystem with a clarity and data-driven discipline that few leaders possess. He doesn't just build sales teams — he builds revenue machines.",{"name":181,"description":182,"avatar":183},"Fernanda Costa","Head of Digital Channels, Cielo",{"src":184,"srcset":185},"https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1573497019940-1c28c88b4f3e?ixlib=rb-1.2.1&auto=format&fit=facearea&facepad=2&w=40&h=40&q=80","https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1573497019940-1c28c88b4f3e?ixlib=rb-1.2.1&auto=format&fit=facearea&facepad=2&w=80&h=80&q=80 2x",{"quote":187,"author":188},"André was instrumental in implementing AI-driven lead qualification that dramatically improved our sales efficiency. His deep knowledge of Inside Sales, SDR management, and CRM automation — combined with genuine leadership — made him the most impactful commercial leader I've worked with in Brazil's tech ecosystem.",{"name":189,"description":190,"avatar":191},"Lucas Tavares","Director of Inside Sales, B2B SaaS Scale-up",{"src":192,"srcset":193},"https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1472099645785-5658abf4ff4e?ixlib=rb-1.2.1&auto=format&fit=facearea&facepad=2&w=40&h=40&q=80","https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1472099645785-5658abf4ff4e?ixlib=rb-1.2.1&auto=format&fit=facearea&facepad=2&w=80&h=80&q=80 2x","_3MU0y8JzI6d4IrlbrbSW7f0IAYD9dJ1YRO06PDtXmw",[196,354,496],{"id":197,"title":14,"author":198,"body":202,"date":346,"description":347,"extension":348,"image":349,"meta":350,"minRead":351,"navigation":163,"path":15,"seo":352,"stem":16,"__hash__":353},"blog\u002Fblog\u002Fhow-ai-is-transforming-b2b.md",{"name":199,"avatar":200},"André Vaz",{"src":201,"alt":199},"\u002Favatar.jpeg",{"type":203,"value":204,"toc":332},"minimark",[205,209,217,220,225,232,239,243,246,251,254,257,261,264,268,271,275,278,300,304,311,314,318,329],[206,207,208],"p",{},"The conversation about AI in sales has moved well past the hype phase. In the field, teams are making concrete decisions: which processes to automate, which tools to trust, and — critically — how to integrate artificial intelligence without destroying what makes a great sales team great.",[206,210,211,212,216],{},"I've been living this challenge directly. At Mercado Livre, we implemented AI-driven lead qualification within our Inside Sales operation for SMB and Long Tail segments. The results were meaningful: a ",[213,214,215],"strong",{},"35% reduction in Customer Acquisition Cost (CAC)"," without any loss in conversion performance.",[206,218,219],{},"Here's what I've learned.",[221,222,224],"h2",{"id":223},"the-problem-ai-actually-solves","The Problem AI Actually Solves",[206,226,227,228,231],{},"Before deploying any tool, you need to be honest about the problem you're trying to solve. In Inside Sales, the most costly inefficiency isn't usually a lack of effort — it's ",[213,229,230],{},"misdirected effort",". SDRs spending time on leads that will never convert. Closers chasing prospects who aren't the right fit. Contact cadences applied uniformly regardless of intent signals.",[206,233,234,235,238],{},"AI doesn't magically generate more revenue. What it does is ",[213,236,237],{},"redirect the same effort toward higher-probability opportunities",". That's where the CAC improvement comes from: not doing more, but doing the right things, with the right leads, at the right time.",[221,240,242],{"id":241},"what-we-implemented","What We Implemented",[206,244,245],{},"Our AI implementation focused on three areas:",[247,248,250],"h3",{"id":249},"_1-lead-scoring-prioritization","1. Lead Scoring & Prioritization",[206,252,253],{},"We trained a model on historical conversion data — deal size, segment, first-contact behavior, digital signals — to score inbound and outbound leads before they hit the SDR queue. This replaced a largely manual triage process that depended heavily on rep intuition.",[206,255,256],{},"The result was a meaningful improvement in the quality of leads entering the funnel, without reducing volume.",[247,258,260],{"id":259},"_2-cadence-optimization","2. Cadence Optimization",[206,262,263],{},"Rather than applying the same contact cadence to all leads, we used behavioral signals to dynamically adjust timing and channel (phone, email, WhatsApp) per lead profile. Leads showing higher engagement got faster, more intensive follow-up. Lower-signal leads received lighter, longer cadences.",[247,265,267],{"id":266},"_3-churn-and-reactivation-prediction","3. Churn and Reactivation Prediction",[206,269,270],{},"We applied predictive models to identify at-risk accounts and flag reactivation opportunities before they became lost deals. This fed directly into our Customer Success collaboration, enabling proactive outreach.",[221,272,274],{"id":273},"what-ai-cannot-replace","What AI Cannot Replace",[206,276,277],{},"This is the part that often gets skipped in the excitement. AI in sales only works well when:",[279,280,281,288,294],"ul",{},[282,283,284,287],"li",{},[213,285,286],{},"Your data is clean."," Garbage in, garbage out. If your CRM is a mess of duplicate records, inconsistent tagging, and missing fields, an AI model will amplify those problems.",[282,289,290,293],{},[213,291,292],{},"Your process is documented."," AI optimizes a process — it doesn't create one. If your sales motion is unclear, automation will just execute confusion faster.",[282,295,296,299],{},[213,297,298],{},"Your team understands the \"why.\""," Reps who don't understand why a lead is being scored a certain way will ignore the scoring. Training and change management are non-negotiable.",[221,301,303],{"id":302},"the-outcome","The Outcome",[206,305,306,307,310],{},"At the end of the day, the most important thing wasn't the technology — it was the ",[213,308,309],{},"discipline of measurement"," that the initiative forced on us. To implement AI well, we had to define our KPIs with more precision than ever before. We had to clean our CRM. We had to document our cadences. Those foundations created value even independent of the AI layer.",[206,312,313],{},"The 35% CAC reduction was real. But the real lesson is that AI accelerates and amplifies what's already there. Build the fundamentals first.",[221,315,317],{"id":316},"looking-ahead","Looking Ahead",[206,319,320,321,324,325,328],{},"The next frontier in Inside Sales AI isn't just lead scoring — it's ",[213,322,323],{},"conversational AI"," assisting reps in real time, and ",[213,326,327],{},"generative tools"," that help personalize outreach at scale without losing authenticity. The teams that will win are those investing now in clean data, documented processes, and a culture that treats experimentation as normal.",[206,330,331],{},"If you're thinking about how to start, start small: pick one bottleneck, instrument it properly, and measure rigorously. The compounding effects of incremental improvements, executed with discipline, are what build durable competitive advantage.",{"title":333,"searchDepth":334,"depth":334,"links":335},"",2,[336,337,343,344,345],{"id":223,"depth":334,"text":224},{"id":241,"depth":334,"text":242,"children":338},[339,341,342],{"id":249,"depth":340,"text":250},3,{"id":259,"depth":340,"text":260},{"id":266,"depth":340,"text":267},{"id":273,"depth":334,"text":274},{"id":302,"depth":334,"text":303},{"id":316,"depth":334,"text":317},"2025-03-18","A practical look at how artificial intelligence is reshaping lead qualification, SDR productivity, and CAC optimization in B2B Inside Sales — based on real experience implementing AI at scale.","md","https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1677442135703-1787eea5ce01?q=80&w=1632&auto=format&fit=crop&ixlib=rb-4.0.3",{},7,{"title":14,"description":347},"-N5E1xZu9eTZL88a8m7EPQIFbzHMrSYtHB5s8T4nseo",{"id":355,"title":40,"author":356,"body":358,"date":346,"description":492,"extension":348,"image":349,"meta":493,"minRead":351,"navigation":163,"path":41,"seo":494,"stem":42,"__hash__":495},"blog\u002Fpt-br\u002Fblog\u002Fhow-ai-is-transforming-b2b.md",{"name":199,"avatar":357},{"src":201,"alt":199},{"type":203,"value":359,"toc":481},[360,363,370,373,377,384,391,395,398,402,405,408,412,415,419,422,426,429,449,453,460,463,467,478],[206,361,362],{},"A conversa sobre IA em vendas foi muito além da fase de hype. No campo, times estão tomando decisões concretas: quais processos automatizar, quais ferramentas confiar e — criticamente — como integrar inteligência artificial sem destruir o que torna um grande time de vendas eficaz.",[206,364,365,366,369],{},"Tenho vivido esse desafio diretamente. No Mercado Livre, implementamos a qualificação de leads por IA dentro da nossa operação de Inside Sales para os segmentos SMB e Long Tail. Os resultados foram significativos: uma ",[213,367,368],{},"redução de 35% no Custo de Aquisição de Clientes (CAC)"," sem nenhuma perda de performance de conversão.",[206,371,372],{},"Aqui está o que aprendi.",[221,374,376],{"id":375},"o-problema-que-a-ia-realmente-resolve","O Problema que a IA Realmente Resolve",[206,378,379,380,383],{},"Antes de implantar qualquer ferramenta, você precisa ser honesto sobre o problema que está tentando resolver. Em Inside Sales, a ineficiência mais cara geralmente não é a falta de esforço — é o ",[213,381,382],{},"esforço mal direcionado",". SDRs gastando tempo com leads que nunca vão converter. Closers perseguindo prospects que não são o perfil ideal. Cadências de contato aplicadas de forma uniforme independentemente dos sinais de intenção.",[206,385,386,387,390],{},"A IA não gera magicamente mais receita. O que ela faz é ",[213,388,389],{},"redirecionar o mesmo esforço para oportunidades de maior probabilidade",". É daí que vem a melhoria no CAC: não fazendo mais, mas fazendo as coisas certas, com os leads certos, no momento certo.",[221,392,394],{"id":393},"o-que-implementamos","O Que Implementamos",[206,396,397],{},"Nossa implementação de IA se concentrou em três áreas:",[247,399,401],{"id":400},"_1-lead-scoring-priorização","1. Lead Scoring & Priorização",[206,403,404],{},"Treinamos um modelo nos dados históricos de conversão — tamanho do deal, segmento, comportamento no primeiro contato, sinais digitais — para pontuar leads inbound e outbound antes de chegarem à fila do SDR. Isso substituiu um processo de triagem em grande parte manual que dependia fortemente da intuição do rep.",[206,406,407],{},"O resultado foi uma melhoria significativa na qualidade dos leads que entram no funil, sem redução de volume.",[247,409,411],{"id":410},"_2-otimização-de-cadência","2. Otimização de Cadência",[206,413,414],{},"Em vez de aplicar a mesma cadência de contato para todos os leads, usamos sinais comportamentais para ajustar dinamicamente o timing e o canal (telefone, e-mail, WhatsApp) por perfil de lead. Leads com maior engajamento recebiam follow-up mais rápido e intensivo. Leads com sinais mais fracos recebiam cadências mais leves e longas.",[247,416,418],{"id":417},"_3-predição-de-churn-e-reativação","3. Predição de Churn e Reativação",[206,420,421],{},"Aplicamos modelos preditivos para identificar contas em risco e sinalizar oportunidades de reativação antes que se tornassem deals perdidos. Isso alimentou diretamente nossa colaboração com o Customer Success, permitindo um contato proativo.",[221,423,425],{"id":424},"o-que-a-ia-não-pode-substituir","O Que a IA Não Pode Substituir",[206,427,428],{},"Esta é a parte que frequentemente se perde na empolgação. IA em vendas só funciona bem quando:",[279,430,431,437,443],{},[282,432,433,436],{},[213,434,435],{},"Seus dados são limpos."," Lixo entra, lixo sai. Se seu CRM é uma bagunça de registros duplicados, tags inconsistentes e campos em branco, um modelo de IA vai amplificar esses problemas.",[282,438,439,442],{},[213,440,441],{},"Seu processo está documentado."," A IA otimiza um processo — ela não cria um. Se sua motion de vendas é pouco clara, a automação vai apenas executar a confusão mais rápido.",[282,444,445,448],{},[213,446,447],{},"Seu time entende o \"porquê\"."," Reps que não entendem por que um lead está recebendo uma determinada pontuação vão ignorar o scoring. Treinamento e gestão da mudança são inegociáveis.",[221,450,452],{"id":451},"o-resultado","O Resultado",[206,454,455,456,459],{},"No final das contas, a coisa mais importante não foi a tecnologia — foi a ",[213,457,458],{},"disciplina de mensuração"," que a iniciativa nos impôs. Para implementar IA bem, precisamos definir nossos KPIs com mais precisão do que nunca. Precisamos limpar nosso CRM. Precisamos documentar nossas cadências. Essas fundações criaram valor mesmo independentemente da camada de IA.",[206,461,462],{},"A redução de 35% no CAC foi real. Mas a verdadeira lição é que a IA acelera e amplifica o que já existe. Construa os fundamentos primeiro.",[221,464,466],{"id":465},"olhando-adiante","Olhando Adiante",[206,468,469,470,473,474,477],{},"A próxima fronteira na IA para Inside Sales não é apenas lead scoring — é ",[213,471,472],{},"IA conversacional"," assistindo reps em tempo real, e ",[213,475,476],{},"ferramentas generativas"," que ajudam a personalizar o outreach em escala sem perder autenticidade. Os times que vão vencer são aqueles que investem agora em dados limpos, processos documentados e uma cultura que trata a experimentação como algo normal.",[206,479,480],{},"Se você está pensando em como começar, comece pequeno: escolha um gargalo, instrumente-o adequadamente e meça com rigor. Os efeitos compostos de melhorias incrementais, executadas com disciplina, são o que constrói vantagem competitiva duradoura.",{"title":333,"searchDepth":334,"depth":334,"links":482},[483,484,489,490,491],{"id":375,"depth":334,"text":376},{"id":393,"depth":334,"text":394,"children":485},[486,487,488],{"id":400,"depth":340,"text":401},{"id":410,"depth":340,"text":411},{"id":417,"depth":340,"text":418},{"id":424,"depth":334,"text":425},{"id":451,"depth":334,"text":452},{"id":465,"depth":334,"text":466},"Um olhar prático sobre como a inteligência artificial está remodelando a qualificação de leads, a produtividade de SDRs e a otimização do CAC no Inside Sales B2B — baseado em experiência real implementando IA em escala.",{},{"title":40,"description":492},"_Dm-WJZFbPsnhrqIEvSuuasCG6BTYNQqMGxSemMtCEc",{"id":497,"title":10,"author":498,"body":500,"date":684,"description":685,"extension":348,"image":686,"meta":687,"minRead":688,"navigation":163,"path":11,"seo":689,"stem":12,"__hash__":690},"blog\u002Fblog\u002Fbuilding-a-gtm-strategy-for-smb.md",{"name":199,"avatar":499},{"src":201,"alt":199},{"type":203,"value":501,"toc":676},[502,505,508,511,515,518,521,524,538,542,545,551,554,574,577,581,584,587,601,604,608,611,614,647,650,654,657,660,663,667,670,673],[206,503,504],{},"Managing a R$1 billion annual pipeline sounds impressive on a résumé. But what it really means, day to day, is making dozens of micro-decisions that compound into either a cohesive, scalable operation — or a chaotic tangle of competing priorities and misaligned teams.",[206,506,507],{},"Over the years managing Inside Sales for SMB and Long Tail segments at Mercado Livre, I've refined what I believe is a foundational GTM framework for anyone looking to build or rebuild a B2B commercial operation targeting small businesses.",[206,509,510],{},"Here's the playbook.",[221,512,514],{"id":513},"_1-understand-what-smb-actually-means-for-your-business","1. Understand What SMB Actually Means for Your Business",[206,516,517],{},"\"SMB\" is not a monolithic segment. Within the small and medium business universe, there are radically different customer profiles: the micro-merchant who needs simplicity and low friction; the growing SMB who needs consultative support; the Long Tail account that generates modest individual revenue but enormous collective volume.",[206,519,520],{},"Your GTM strategy needs to distinguish between these. The acquisition model, the contact cadence, the channel mix, and the success metrics will be different for each.",[206,522,523],{},"At Mercado Livre, we separated SMB from Long Tail precisely because the economics are different:",[279,525,526,532],{},[282,527,528,531],{},[213,529,530],{},"SMB",": higher ACV, longer sales cycle, more consultative — Closers add value here",[282,533,534,537],{},[213,535,536],{},"Long Tail",": lower ACV, high volume, heavily automated — SDRs and digital funnels are the workhorses",[221,539,541],{"id":540},"_2-structure-your-team-around-the-funnel-not-just-headcount","2. Structure Your Team Around the Funnel, Not Just Headcount",[206,543,544],{},"One of the most common mistakes in Inside Sales is thinking about team structure as a headcount problem (\"I need 50 reps\") rather than a funnel architecture problem.",[206,546,547,548],{},"The right question is: ",[213,549,550],{},"where in the buying journey does human intervention create the most value?",[206,552,553],{},"In a well-structured SMB Inside Sales operation, you typically need:",[279,555,556,562,568],{},[282,557,558,561],{},[213,559,560],{},"SDRs (Sales Development Reps)",": Focused purely on prospecting and qualification. They don't close deals — their job is to create pipeline.",[282,563,564,567],{},[213,565,566],{},"Closers (Account Executives)",": Focused on converting qualified opportunities. They shouldn't be prospecting — that's a common and costly mistake.",[282,569,570,573],{},[213,571,572],{},"Customer Success",": Focused on activation, retention, upsell, and churn prevention post-close.",[206,575,576],{},"Each role needs its own KPIs, its own cadence, and its own definition of success. When roles blur, accountability disappears.",[221,578,580],{"id":579},"_3-build-your-lead-generation-engine-before-you-scale-the-team","3. Build Your Lead Generation Engine Before You Scale the Team",[206,582,583],{},"A common mistake is hiring a large team before the lead generation infrastructure is ready. The result: reps burning time on cold, unqualified lists, morale drops, and CAC explodes.",[206,585,586],{},"Before scaling headcount, make sure you have:",[279,588,589,592,595,598],{},[282,590,591],{},"A defined Ideal Customer Profile (ICP) per segment",[282,593,594],{},"A reliable source of outbound leads (geolocalized databases, digital signals, partnership data)",[282,596,597],{},"A documented contact cadence for each segment",[282,599,600],{},"A CRM with structured pipeline stages and clear conversion benchmarks",[206,602,603],{},"At Cielo, we built geolocalized merchant portfolios for our hybrid televendas and hunter\u002Ffarmer teams. This geographic structure gave reps clarity on their territory and made productivity tracking meaningful.",[221,605,607],{"id":606},"_4-define-the-metrics-that-actually-matter","4. Define the Metrics That Actually Matter",[206,609,610],{},"KPIs in sales are often over-engineered. My recommendation: pick the five metrics that tell you whether the business is healthy, and track them obsessively.",[206,612,613],{},"For SMB Inside Sales, those are typically:",[615,616,617,623,629,635,641],"ol",{},[282,618,619,622],{},[213,620,621],{},"Conversion Rate by Stage"," — Where are you losing? SDR to Close? Prospect to Demo?",[282,624,625,628],{},[213,626,627],{},"CAC (Customer Acquisition Cost)"," — Total spend divided by new customers acquired",[282,630,631,634],{},[213,632,633],{},"LTV (Lifetime Value)"," — Average revenue per customer over their lifecycle",[282,636,637,640],{},[213,638,639],{},"Payback Period"," — How many months until you recover CAC?",[282,642,643,646],{},[213,644,645],{},"Sales Cycle Length"," — How long from first contact to closed-won?",[206,648,649],{},"These five metrics will tell you almost everything you need to know about the health of your commercial operation.",[221,651,653],{"id":652},"_5-iterate-fast-and-measure-everything","5. Iterate Fast and Measure Everything",[206,655,656],{},"GTM strategy is not a document you write once. It's a living system that needs constant calibration based on what the data tells you.",[206,658,659],{},"Build a rhythm of review: weekly pipeline reviews, monthly performance retrospectives, quarterly strategy adjustments. Create a culture where reps are comfortable surfacing problems early — because problems surfaced early are infinitely cheaper to solve than problems discovered late.",[206,661,662],{},"The teams that win are not the ones with the perfect strategy on day one. They're the ones that iterate fastest with the most disciplined measurement.",[221,664,666],{"id":665},"final-thoughts","Final Thoughts",[206,668,669],{},"Building a world-class SMB GTM strategy requires clarity of structure, discipline in execution, and the patience to let compounding effects play out over time. There are no shortcuts.",[206,671,672],{},"But when you get it right — when your SDRs are generating clean pipeline, your Closers are converting at a consistent rate, your CRM is telling you exactly where to focus, and your CAC\u002FLTV ratio is healthy — you've built something genuinely durable.",[206,674,675],{},"That's the goal. Not a billion-Real pipeline in one year, but a commercial engine that can produce it again and again.",{"title":333,"searchDepth":334,"depth":334,"links":677},[678,679,680,681,682,683],{"id":513,"depth":334,"text":514},{"id":540,"depth":334,"text":541},{"id":579,"depth":334,"text":580},{"id":606,"depth":334,"text":607},{"id":652,"depth":334,"text":653},{"id":665,"depth":334,"text":666},"2025-02-20","A practical breakdown of how to design and execute a Go-To-Market strategy for Small and Medium Business segments — from team structure and lead generation to KPI frameworks and scaling.","https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1460925895917-afdab827c52f?q=80&w=1415&auto=format&fit=crop&ixlib=rb-4.0.3",{},9,{"title":10,"description":685},"fRzRI63AMwr84c82Mti8IZtkpCGd2aRY93XzmKMjMW4",{"data":692,"body":693},{},{"type":694,"children":695},"root",[696],{"type":697,"tag":206,"props":698,"children":699},"element",{},[700],{"type":701,"value":702},"text","Yes, I am open to strategic consulting engagements focused on Inside Sales structuring, GTM strategy design, sales process optimization, and AI-driven sales automation. If you're looking to scale your commercial operation or accelerate revenue growth, let's talk.",{"data":704,"body":705},{},{"type":694,"children":706},[707],{"type":697,"tag":206,"props":708,"children":709},{},[710],{"type":701,"value":711},"My expertise spans Inside Sales strategy and execution, GTM (Go-To-Market) design for B2B and SMB segments, Revenue Growth management, Digital Transformation of commercial operations, CRM architecture and automation, and Sales Leadership. I've built and managed teams of 50+ representatives with annual pipelines exceeding R$ 1 billion.",{"data":713,"body":714},{},{"type":694,"children":715},[716],{"type":697,"tag":206,"props":717,"children":718},{},[719],{"type":701,"value":720},"I have deep experience in fintech and digital payments (Mercado Livre, Cielo), retail (Carrefour, Cacau Show), and e-commerce. My expertise spans both B2B and B2C environments, with a particular focus on SMB and Long Tail segments in Brazil's high-growth digital economy.",1779483933975]