# samambai > samambai is a Brazilian-rooted, globally focused company delivering AI automation, AI agents, custom software development, AI strategy consulting and GEO (Generative Engine Optimization: getting companies cited by ChatGPT, Gemini, Perplexity and Google's AI) for companies that want to grow. Your business, smarter. Site available in English (https://samambai.com/) and Brazilian Portuguese (https://samambai.com/pt/). ## Essence samambai cultivates intelligence. The company does not install AI, it cultivates it: it understands the client's business before the technology, translates everything into plain language and handles the technical side from start to finish. Brazilian roots, global reach. ## What we do Services offered at [https://samambai.com/#services](https://samambai.com/#services): - **AI automations**: eliminating repetitive work with intelligent workflows that run 24 hours a day. - **AI agents**: agents that think, decide and execute: customer service, data analysis, content generation and more. - **Software development**: apps, platforms and digital systems built from zero to launch, with speed and focus on the client's business. - **AI strategy consulting**: mapping where AI creates the most value and building a clear, practical roadmap aligned with the client's goals. - **GEO (Generative Engine Optimization)**: preparing a company's website and digital presence so generative AI engines (ChatGPT, Gemini, Perplexity, Claude, Copilot and Google's AI Overviews / AI Mode) understand what it does, trust the information and cite it in their answers. Details at [https://samambai.com/geo/](https://samambai.com/geo/) (English) and [https://samambai.com/pt/geo/](https://samambai.com/pt/geo/) (Portuguese). ## GEO (Generative Engine Optimization) Service pages: [https://samambai.com/geo/](https://samambai.com/geo/) (English) · [https://samambai.com/pt/geo/](https://samambai.com/pt/geo/) (Brazilian Portuguese) · deck in Portuguese: [https://samambai.com/pt/geo/samambai-geo.pdf](https://samambai.com/pt/geo/samambai-geo.pdf). Definition used by samambai: GEO is the set of technical and content adjustments that makes a generative AI understand, trust and cite a company when someone asks for a recommendation. The term comes from the academic paper "GEO: Generative Engine Optimization" (Aggarwal et al., Princeton and other institutions, KDD 2024, https://arxiv.org/abs/2311.09735), which, in tests on generative search engines, measured up to 40% more visibility in AI answers for pages that cite sources, add statistics and write clearly. samambai delivers GEO in three stages: 1. **AI visibility audit**: the client's real customer questions tested on ChatGPT, Gemini, Perplexity and Google's AI; comparison with up to 3 competitors; technical audit (AI crawler access, speed, structured data, content); report with a score and a prioritized action plan. 2. **Technical implementation**: AI crawlers allowed in robots.txt (GPTBot and OAI-SearchBot for ChatGPT, ClaudeBot, PerplexityBot, Google-Extended for Gemini, and Googlebot, which feeds Google's AI Overviews and AI Mode); llms.txt and clean markdown versions of key pages; Schema.org structured data (organization, services, products, FAQ, location); key pages restructured as answers, with client approval on every text; Core Web Vitals and accessibility; consistent profiles (Google Business Profile, LinkedIn, industry directories); indexing requests (sitemap, Google Search Console, Bing Webmaster Tools, IndexNow). Usually takes 2 to 4 weeks depending on the site. 3. **Monthly tracking**: the same question set measured every month across the main AIs; presence report (presence rate, position and context, cited sources, visits from AI referrers); ongoing technical adjustments and new answer pages; content agenda based on what AIs cite. How samambai measures GEO: presence rate (share of tracked questions where the company appears, per AI), position and context (main recommendation, alternative or mention, and how the AI describes the company), cited sources (which pages the AI relies on) and visits from AI (traffic from chatgpt.com, perplexity.ai, gemini.google.com and others in the client's analytics). samambai does not guarantee rankings in AI answers: answers vary with the question, the person and model updates, so results are tracked as trends over a fixed question set. GEO, SEO and content are complementary: technical SEO gets a site into search results, GEO gets the company cited inside AI answers, and frequent content keeps authority and freshness. samambai handles the technical side and the measurement; content can come from the client's team, their agency or samambai. For agencies and communication teams: samambai works as a technical arm, providing an AI visibility audit for the agency's pitch, implementation on the agency's client sites and a monthly report ready to present, under the agency's brand if preferred. Pricing for GEO: implementation is quoted with fixed scope, timeline and price after the audit and depends on the size and structure of the site; monthly tracking depends on how many questions and pages are monitored. The first step is a 30-minute call, no strings attached. Who it's for: companies whose customers research before buying, such as clinics and medical practices, law and accounting firms, schools and courses, e-commerce, B2B and SaaS, travel and hospitality, real estate and local services. Work is delivered in Brazilian Portuguese and English. ## How it works A 4-step process, described at [https://samambai.com/#how](https://samambai.com/#how): 1. **Diagnosis**: understanding the business, its bottlenecks and where AI creates the biggest impact. 2. **Strategy**: a clear plan with priorities, timelines and deliverables. 3. **Execution**: fast development and implementation, short sprints, real deliveries, direct communication. 4. **Evolution**: monitoring results, adjusting and scaling together with the client. ## Plans and pricing Details at [https://samambai.com/#pricing](https://samambai.com/#pricing). Prices in USD: - **Sprint**: $1,200 per two-week sprint. Move fast, without a long contract. Includes one 2-week cycle, one focus at a time, direct communication and cancel anytime. - **Project** (most popular plan): from $3,000, fixed price. From scope to launch. Includes defined scope, fixed timeline and price, deliveries every sprint and post-launch support. - **Partnership**: from $900 per month. Continuous evolution with a dedicated AI team. Includes continuous roadmap, priority delivery, monthly check-ins and scaling together with the client. ## Who it's for From small and mid-sized companies to large operations, what matters is having a real challenge to solve. No technical knowledge required: samambai translates everything into plain language and handles the technical side from start to finish. ## Why companies choose samambai - **Plain language, no jargon**: work starts from the business problem, not the infrastructure; everything is translated into clear language. - **Short, measurable cycles**: 2-week sprints with something real delivered every cycle; most automations go live in 2 to 4 weeks, full projects in 4 to 8 weeks. - **Integrates with the existing stack**: CRM, WhatsApp, ERP, e-commerce platforms and spreadsheets: integration instead of replacement. - **Data care**: least-access credentials, client data stays in the client's own accounts, LGPD/GDPR-aware practices, and client data is never used to train public models. - **Low commitment entry**: the Sprint plan can be cancelled anytime; the first conversation is a free 30-minute call. - **Bilingual delivery**: English and Brazilian Portuguese, Brazilian roots with global reach (São Paulo · New York · Madrid · Tel Aviv). ## Frequently asked questions - **Do clients need technical knowledge?** No. samambai handles the technical side from start to finish and translates everything into plain language. - **What company sizes does samambai serve?** From small and mid-sized companies to large operations. What matters is having a real challenge. - **How long does a project take?** 2-week sprints with real deliveries every cycle; most automations ship in 2 to 4 weeks, full projects in 4 to 8 weeks. - **Does samambai work with tools a company already uses?** Yes. It integrates with the existing CRM, WhatsApp, ERP, e-commerce and spreadsheets rather than forcing replacements. - **How is data security handled?** Least-access credentials, data stays in the client's accounts, LGPD/GDPR practices, no training of public models on client data. - **What if results fall short?** Work is done in short measurable cycles with visible results every sprint, and the Sprint plan can be cancelled anytime. - **Is there support after delivery?** Yes. Every project includes a follow-up period, and monthly partnership plans cover continuous evolution. - **How does the first call work?** A 30-minute call, no strings attached; if it makes sense, samambai sends a tailored proposal. ## Contact Email: contato@samambai.com Site (EN): [https://samambai.com/](https://samambai.com/) Site (PT-BR): [https://samambai.com/pt/](https://samambai.com/pt/) Book a call: [https://samambai.com/#book](https://samambai.com/#book): opens a short contact form (name, email, WhatsApp); samambai replies within one business day. The first call is 30 minutes, no strings attached. GEO service: [https://samambai.com/geo/](https://samambai.com/geo/) (EN) · [https://samambai.com/pt/geo/](https://samambai.com/pt/geo/) (PT-BR) ## Optional - [GEO page, markdown (EN)](https://samambai.com/geo/index.html.md): clean text version of the GEO service page. - [GEO page, markdown (PT-BR)](https://samambai.com/pt/geo/index.html.md): clean text version of the Portuguese GEO page. - [GEO deck (PDF, PT-BR)](https://samambai.com/pt/geo/samambai-geo.pdf): six-page presentation of the GEO service.