THE SHIFT
Search is splitting in two
People used to type into Google, now they are asking ChatGPT, Gemini or Claude.
Gartner predicts traditional search engine volume will decline by 25% as AI chatbots and virtual agents increasingly replace traditional search.
Source: Gartner
SEO ranking ≠ AI visibility
The brands showing up in AI answers today often aren't the ones ranking on page one. It's a different retrieval system, with different rules.
A mention is just a mention
Even brands that get cited hit a ceiling. No quote, no booking, no cart: the mention doesn't drive the conversion as your website used to do.
WHAT ALPIC DOES
We open your shop in AI conversations.
GEO gets you mentioned. We go further and build the technical foundation that lets AI assistants act as your new sales rep, with real-time prices and inventory in the conversation.
LAYER 1 · WHERE MOST GEO STOPS
Get cited
A mention in an answer is necessary, but it's often a dead end. It names your brand and stops there. This is the ceiling most GEO work is stuck at.
Your brand named in a generated answer
Maybe a small link the user still has to click
No live pricing, stock, or availability
LAYER 2 · THE ALPIC EDGE
Get sales
At Alpic we build the actionable layer: an MCP app that lets assistants navigate your product catalog and complete purchase for your customers.
HOW IT WORKS
From invisible to indispensable
We don't touch your blog, your backlinks, or your schema, that's not where the leverage is anymore.
Alpic works one step further: we build the agentic layer, an MCP app that lets AI assistants query your live data and complete real actions for your customers.
PHASE 1
Discovery
We start by understanding your business: define user flows, capabilities, and where an AI assistant can add the most value. We map out the use cases, define the scope, and align on goals.
Design
We translate your user flows and business goals into an agentic interface: conversation flows, cards, auth model, brand fit. From wireframes to full mockups, every interaction is defined and tied back to your existing APIs.
Development
We build the full MCP server and connect it to your existing systems. Custom front-end components, authentication, data handling, feedback loops, and LLM instructions are all part of the build.
Testing
Get feedback on your app from internal testers or even to external focus groups via the Alpic playground, then deploy to ChatGPT in dev mode to test in a production environment.
Launch
From technical and security review to submission package and direct coordination with the AI labs, we handle everything up to launch.
WHY ALPIC
An expert team, from start to finish
Most agencies build apps. Our team ships infrastructure and AI products at scale. We stay involved through launch and beyond as your new distribution channel grows.
INDUSTRIES
Built for businesses like yours
Analytics
Real estate
Luxury
Law
Finance
Restaurants









