R&R Engine· G-MAP
Campaigns that deliver
with generative AI
We transform your proposal into real, actionable visual content that is ready for campaigns, customer service or training — without endless diagnostics or empty promises, focusing on results from day one.
Generative AI applied to content that sells, serves and explains
We don't just add ‘more AI’ to your business: we create real content that speaks to your customer. Videos with people, creative content for campaigns, digital avatars and visual assistants ready to use from day one.
- Explain your proposal better in just a few seconds.
- Fuel your campaigns with testable creative content.
- Save time on customer service and training with guided content.
Do you recognise these problems with your content or with the use of AI?
Whether you are already testing AI or have yet to incorporate it, the obstacles are often the same. Limited time, messages that fail to connect, and content that does not deliver results.
- Videos or creatives that generate little clicks or interest, even if you invest time or budget.
- Slow productions or those dependent on internal teams, which delay campaigns or launches.
- Few variations of the same message depending on the audience, channel or stage of the funnel.
- Discrepancy between what is said in the video and what is found on the website or in the offer, causing confusion and loss of leads.
- Customer service overwhelmed with repetitive questions that a good avatar or explanatory video could resolve instantly.
- You don't know where to start with AI or everything seems too technical to apply to your daily life.
- You don't have the internal resources to create content consistently, and that slows down sales and positioning.
What G-MAP does for your business
Clear strategy focused on your customer
We define what to say, to whom, and with what narrative. G-MAP relies on your value proposition, your metrics, and your business objectives to create content that makes sense and converts.
Guiones que funcionan, no que suenan bien
Preparamos estructuras probadas basadas en dolor, beneficio y llamada a la acción. Cada pieza —vídeo, creativo o avatar— se diseña para mover a la acción, no para “rellenar” contenido.
Producción rápida con IA de nivel estudio
El estudio técnico genera vídeos con persona, avatares y variaciones creativas en días, no semanas. Tú marcas el mensaje; nosotros lo convertimos en piezas listas para usar.
Vídeos con persona para explicar, vender o atender
Piezas claras y breves con presentador digital: anuncios, landing pages, fichas de producto, formación interna o mensajes institucionales.
Creatividades listas para Meta, TikTok, YouTube o LinkedIn
Formatos adaptados a cada plataforma, con variaciones para test A/B real: hooks, ritmos, mensajes y versiones orientadas a rendimiento.
Asistentes y contenido automatizado
Avatares y presentadores que resuelven dudas, guían procesos o explican productos. Microvídeos, newsletters en vídeo y contenido serializable.
El método R&R · G-MAP
La metodología del Motor R&R · G-MAP combina pensamiento estratégico, narrativa orientada a negocio y producción acelerada con IA para crear campañas y contenidos que realmente rinden. Antes de producir nada, definimos el mensaje, el público, el formato y el canal, y activamos un sistema de test y mejora continua que convierte la IA en impacto medible para tu empresa.
Así es como trabajamos:
- We define what, who, how, and when – We align business objectives, audience, message, offer, and channels. Without this framework, no AI-powered campaign or piece of content can perform as it should.
- Action-oriented scripted – We structure each piece around pain, benefit and call to action, adapting the discourse to the context (cold, warm or current customer) and the role of the piece within the funnel.
- Strategic production with AI – We turn scripts into videos, avatars and creatives prioritizing what impacts business: key pieces first, formats aligned to each channel and enough speed to reach opportunities on time.
- Variations and real-world tests – We generate versions of the same message by segment and channel for A/B or multivariate testing, making decisions based on data rather than internal opinions or creative tastes.
- Continuous measurement and iteration – We read results (clicks, retention, responses, leads) and use that data to adjust scripts, formats and production volume in short cycles, making the G-MAP engine improve campaign after campaign.

What does your company gain from G-MAP?
- We define what, who, how, and when – We align business objectives, audience, message, offer, and channels. Without this framework, no AI-powered campaign or piece of content can perform as it should.
- Action-oriented scripted – We structure each piece around pain, benefit and call to action, adapting the discourse to the context (cold, warm or current customer) and the role of the piece within the funnel.
- Strategic production with AI – We turn scripts into videos, avatars and creatives prioritizing what impacts business: key pieces first, formats aligned to each channel and enough speed to reach opportunities on time.
- Variations and real-world tests – We generate versions of the same message by segment and channel for A/B or multivariate testing, making decisions based on data rather than internal opinions or creative tastes.
- Continuous measurement and iteration – We read results (clicks, retention, responses, leads) and use that data to adjust scripts, formats and production volume in short cycles, making the G-MAP engine improve campaign after campaign.
Why choose us over traditional agencies and AI studios
| Large advertising agencies | Boutique creative agencies | Direction & Results · G-MAP | |
|---|---|---|---|
| Initial approach | ⚠ Creativity and traditional production | ⚠ Aesthetic creativity without focus on the funnel | ✔ Narrative + generative AI + funnel + performance |
| Delivery speed | ❌ 6–12 weeks | ⚠ 3–8 weeks | ✔ 2–6 weeks |
| Creative variation | ⚠ Expensive; each piece requires new production | ⚠ Limited by hours and budget | ✔ Generative variations based on data |
| Depth of analysis | ⚠ Good creativity; limited performance | ❌ Low; primarily aesthetic focus | ✔ Message, funnel, and data |
| Campaign-funnel coherence | ⚠ Variable; depends on internal coordination | ❌ Not integrated into the funnel | ✔ Total: ad → landing page → offer |
| Impact on performance | ⚠ Uncertainty; depends on media | ❌ Aesthetic; not very metrics-oriented | ✔ Real improvement in CTR, CPA and ROAS |
Lo que dicen quienes han trabajado con nosotros
Start making your campaigns truly perform with G-MAP
If you want generative AI to stop being an experiment and start working in favor of your campaigns and content, we can discuss it in a working session. Free and without obligation.
Do you have any questions or a specific case you’d like reviewed? Fill out the form and we’ll get back to you. less than 48 hours with a clear proposal for next steps.
Nuestras
últimas publicaciones
Tres bloqueos que frenan la alineación de
Cuando marketing, ventas y operaciones no reman en la misma dirección, el problema rara vez es de personas: suele ser de diseño organizativo.
Consultor externo vs fichaje estrella
Elegir entre un consultor externo o un fichaje estrella interno es una decisión estratégica clave. En esta comparativa analizamos ventajas, riesgos y el
Cómo alinear marketing ventas y operaciones: qué
En pymes, la IA no es un atajo universal. No te ahorra pensar: te ahorra repetir. Diferenciamos las áreas donde reduce trabajo de
Tres errores que diluyen un plan de
Tener un plan no basta: si se diluye en la práctica, no mueve la aguja. Identifica los tres errores más frecuentes en pymes,
Cómo crecer sin ahogarte en herramientas digitales
Muchas pymes han acumulado un stack de CRM, email, redes, automatizaciones, analítica e IA por moda o miedo a “quedarse fuera”. El resultado suele ser más ruido que
Tres errores que frenan la digitalización (aunque
En los últimos años, miles de pymes han invertido en herramientas digitales, formación y servicios subvencionados por programas como el Kit Digital. Han estrenado
Evitar la parálisis por herramientas y automatizaciones
Muchas pymes no se quedan atrás por “falta de digitalización”, sino por un exceso de complejidad: stacks gigantes, automatizaciones que nadie se atreve
Caso práctico de embudo: cómo una pyme
Un embudo de captación y conversión no es un gráfico bonito: es un sistema vivo que organiza canales, mensajes y métricas para transformar
Cómo crear una web entendible por la
OpenAI ha integrado su asistente dentro de un navegador: resúmenes accionables, comparativas y tareas semiautomáticas directamente sobre las páginas que visitas. Esta guía
Del SEO al AIO: cómo ser relevante
Muchas pymes siguen midiendo su “digitalización” por tener web y redes. El mercado va dos pasos por delante: Google integra respuestas generativas (AI
Dónde la IA sí ahorra tiempo (y
En pymes, la IA no es un atajo universal. No te ahorra pensar: te ahorra repetir. Diferenciamos las áreas donde reduce trabajo de
5 señales de que necesitas redefinir tu
¿Tus ventas no crecen, los clientes te comparan por precio o tu equipo va cada uno por su lado? Son señales de que
AIO Analytics: Cómo medir la visibilidad combinada
El SEO clásico medía posiciones, impresiones y clics. Hoy, parte de la visibilidad ocurre fuera de tu web: asistentes de IA sintetizan y
El navegador OpenAI para pymes y startups:
OpenAI ha integrado su asistente dentro de un navegador: resúmenes accionables, comparativas y tareas semiautomáticas directamente sobre las páginas que visitas. Esta guía
Por dónde se fuga tu crecimiento (diagnóstico
En muchas pymes hay energía, esfuerzo y buena voluntad. Lo que falta es claridad para conectar ese esfuerzo con resultados. Campañas, ferias, automatizaciones y nuevos
IA práctica con ROI para pequeñas y
La inteligencia artificial ya no es un lujo de grandes empresas o startups: también está al alcance de las pymes. En este artículo
Tres errores que frenan el crecimiento
En muchas pymes hay energía, esfuerzo y buena voluntad. Lo que falta es claridad para conectar ese esfuerzo con resultados. Campañas, ferias, automatizaciones y nuevos
Tres errores que frenan el ROI en
La IA no falla por tecnología, falla por gestión. Si diriges una pyme y quieres convertir la promesa en retorno, evita tres errores
Our way of understanding consulting
In Direction & Results We understand content production with Generative AI for businesses, SMEs and startups from an unusual angle: not as an isolated creative service, but as a natural extension of the business strategy, the sales funnel, and performance objectives. We are not a technical AI studio; we are a strategic consulting which integrates global production capabilities since 2018, working alongside some of the best digital creation teams in the world.
He R&R Motor · G-MAP It was created precisely to meet a real need: most videos, creatives, or avatars generated with AI they don’t perform Because they are produced without a message, without a funnel, and without data. Our approach is the opposite. Before producing anything, we define what to say, to whom, how, when, and with what objective, connecting content with metrics such as CTR, CPA, ROAS or retention.
The adoption of generative AI in marketing is growing rapidly, but results only come when the technology is applied from a business perspective. Studies such as the State of AI by McKinsey & Company They demonstrate that the companies that achieve the best results are those that combine AI with clear strategies, iterative processes, and continuous measurement. The same is true for content creation: AI multiplies the volume, but only strategy transforms that volume into performance.
With G-MAP, every production—videos featuring personas, digital assistants, pieces for Meta, LinkedIn, YouTube, or TikTok, multi-format creatives, or variations for A/B testing—is designed to fit your sales funnel and accelerate decisions. We don’t work with individual pieces, but with a comprehensive approach. a system that produces, measures, learns, and produces again, generating learning that impacts your campaigns week after week.
This approach allows companies to compete without relying on large budgets or oversized internal teams. The European Commission underlines this view in its Artificial Intelligence Guide for Businesses, where it highlights that SMEs need practical, fast solutions adapted to their operational reality.
Our goal is that the Generative AI applied to marketing and content It should be an engine for measurable results, not an experiment or an expense without return. We apply our methodology, connect technology with strategy, analyze data, iterate, and ensure that each piece fulfills a clear function in the growth of the business.
With the R&R · G-MAP Engine, your company not only produces more content: It produces better, faster, and with a real impact on sales, acquisition, and brand..


















