About
Built for the shift
no one saw coming.
mapou.ai was built to help retailers, brands, and agencies make the move from traditional search to AI-first discovery, before the gap between early movers and everyone else gets too wide to close.
Mapou is a small consultancy based in New York, focused on helping brands, retailers, and agencies understand and monetise AI search.
The founder
Fifteen years inside the platforms,
not the agencies.
Arvin spent his career on the platform side of ad tech and commerce media. Director of Strategy and Business Development at Comcast Advertising, with prior stints at NBCUniversal, Amazon, DIRECTV, and Time Warner Cable. The work was running two-sided economics at scale: balancing advertiser demand against premium TV and commerce supply, and building the vendor frameworks, attribution systems, and retail media partnerships that turned that balance into revenue.
That background is what makes GEO a natural next step. AI search is structurally a marketplace, not a content problem. Buyers ask the assistant. Brands compete to be cited. The platform decides who wins. The shape of that game is exactly what Arvin spent a decade building inside Comcast and NBCU. mapou is what happens when an operator who has run the supply side turns to help the brands trying to win on the new one.
He works with a small number of clients at a time from New York City. The default is to bring the same commercial rigour to GEO that he applied to attribution and commerce media at scale, and to leave the SEO playbook on the shelf where it belongs.
Arvin Nundloll
Founder, mapou.ai · New York City
The mapou tree is native to Mauritius, where Arvin's family is from. The name wasn't a brand exercise. It's a tree that takes root in difficult terrain and becomes the landmark everything else orients around. That's the position we build for brands in AI search.
The name
The mapou tree (Pisonia subcordata) is native to Mauritius. Unlike most trees, it doesn't need much to get established. It takes root in rocky ground, grows steadily, and becomes a landmark that other species orient around.
That's the positioning we build for brands in AI search: the reference point AI systems return to when answering category queries. Present and orienting everything around you.
The warm terracotta and cream palette of this site reflects that island origin: earthy, unhurried, and built to last.
Read the full story →“
The brands that win in AI search won't be the ones with the biggest budgets. They'll be the ones who understood the new rules first.
mapou.ai founding principle
Named after a native Mauritian tree that takes root in difficult terrain and becomes a natural landmark. That is what we build for brands in AI search.
What we believe
AI search is not a trend. It's the infrastructure.
ChatGPT, Perplexity, and AI-native retail are permanent shifts in how buyers discover brands. The question is not whether to adapt, but how fast.
GEO needs to be earned, not bought.
You can't pay to be cited in ChatGPT. AI systems cite authoritative entities. Our job is to make your brand one of them, through genuine entity architecture and content strategy.
Attribution is the missing piece.
Most brands can't measure the revenue impact of AI search. We build the measurement infrastructure so you can optimise AI-native channels with confidence.
Speed of action compounds.
Brands who establish AI authority early will be harder to displace. Every quarter you delay, competitor citations become more entrenched in AI training data.
The retailer is the new AI gateway.
95% of AI-driven ecommerce sales happen on retailer sites. The brands winning in AI commerce are inside retail media AI. That is where the transaction happens.
First-party data is the new moat.
As cookies disappear, the brands with clean, rich first-party data will have structural advantage in AI-native personalisation and attribution.
Measurement infrastructure
What powers the work
Three capabilities sit underneath every engagement.
Prompt volume tracking
We track which queries buyers are actually asking in ChatGPT, Perplexity, and Google AI Overviews, and measure how often your brand appears in those answers. This is the baseline data behind every AI Visibility Audit.
AI Visibility AuditContent & citation analysis
We map where AI models pull category citations from, surface content and entity gaps, and build the structured content strategy needed to get your brand cited consistently across AI answer engines.
GEO & Citation ArchitectureRevenue attribution
We connect AI-sourced traffic to downstream conversion events, from first citation to completed transaction. So you can measure what GEO actually earns, not just what it sends.
Attribution & MeasurementHow we work
Every engagement is led by a senior practitioner from start to finish, not handed off to a junior team after the pitch. A small number of clients at a time, by design.
AI search is moving fast, and slow consultancy is expensive. Sprints are built to generate something concrete you can act on, within weeks, not quarters.
Success is measured by your AI Share of Voice, citation clarity, and the revenue that AI search actually drives.
Who we work with
Retailers
Multi-category and vertical retailers building presence in AI-native commerce channels
Consumer brands
DTC and wholesale brands whose visibility in AI answers drives purchase consideration
AI & marketing agencies
Agencies and consultancies who want to offer GEO as a service to their brand clients, powered by our white-label infrastructure and measurement platform
Media & ad buyers
Teams navigating the shift from traditional search to AI-native media placements and agentic commerce
Let's work together
If your brand is navigating the shift from SEO to AI, we'd like to hear about it.