Before mapou.ai, AI search
was a black box.
Now it's part of your
revenue engine.

The rules of search changed overnight. Most brands don't know it yet.

AI assistants like ChatGPT, Perplexity, and Google AI Overviews now answer product queries directly — citing authoritative brands rather than showing a list of links. Traffic from these interactions goes to whoever the AI cites, not the highest bidder.

If your brand isn't structured to be cited, you're invisible to a growing share of high-intent buyers — and your competitors may already be filling the gap.

What we build

Five pillars of AI commerce readiness

01

AI Visibility Audit

Benchmark your brand's current presence in AI answers across ChatGPT, Perplexity, and retail AI engines. Identify the gaps before competitors fill them.

02

GEO & Citation Architecture

Structure your entity data, content, and digital presence so AI systems cite your brand as the authoritative answer in your category.

03

Agentic Commerce Activation

Embed your brand into ChatGPT Shopping, Criteo, and retail media networks. Connect AI-sourced discovery to conversion with closed-loop attribution.

04

First-Party Data Readiness

Assess your customer data infrastructure and prepare for AI-native personalisation and attribution as signal loss from cookies continues.

05

Executive Advisory

Ongoing strategic leadership for senior teams navigating the SEO→GEO shift. From board presentations to quarterly roadmaps.

Fragmented SEO

Where most brands are today

High bounce rates, anonymous traffic, zero attribution to AI-sourced visits. Your brand shows up in links but not in answers. Traditional SEO generates 10–15% bounce rates with limited conversion tracking.

Key metrics at this stage

Generative Engine Optimization

Structured for AI citation

Brand authority is hard-coded into AI systems. Domain citations and Share of Voice are now measurable. Your content is structured so AI engines recognise you as the authoritative answer.

Key metrics at this stage

Agentic Commerce

The competitive frontier

Brand cited as the answer inside AI prompts. Purchases happen directly within AI agents. AI-sourced leads are attributable at the prompt level. Full funnel from discovery to checkout in one AI session.

Key metrics at this stage

Strategy Sprint

Understand your position. Fast.

LLM visibility audit and logic blueprint. We map where your brand appears (and doesn't) in AI answers across your category, identify the highest-value citation gaps, and deliver a prioritised roadmap.

Infrastructure Build

Wire up the attribution pipes.

Full GEO execution: entity architecture, content restructuring, citation source targeting, and AI search integrations with retail media networks. Attribution from AI answers to conversion events.

Executive Advisory

Strategic leadership as you scale.

Monthly retainer for senior leadership teams. We embed into your strategy function — quarterly roadmaps, board presentations, and real-time advisory as the AI commerce landscape evolves.