Commercial family · FMCG Cloud Agent
Segmentation Agent
A Commercial-family agent that keeps your outlet base sorted into living, self-updating segments — so every promotion, route and suggested order targets the right stores, not last quarter's averages.
What a Segmentation Agent does
The Segmentation Agent maintains dynamic customer segments across your entire route to market. Instead of a static spreadsheet of channels and tiers that someone rebuilds once a year, it continuously groups outlets by what they actually do — purchase behavior, basket composition, reorder cadence, category mix, growth trajectory, and untapped potential — alongside the profile attributes you already hold. As distributor invoices, visit outcomes and sell-through land on the ConnectX data layer, the Segmentation Agent re-reads the base and moves outlets between segments on its own. A store that starts buying a new category, a fast-rising independent, a lapsing account drifting toward churn — each is reclassified as the signal arrives, not at the next planning cycle.
Because it runs on the one shared data model, the segments it maintains are not a side analysis that lives in a separate tool. They are a live layer every other agent reads. The Revenue Growth Agent prices and designs promotions against the current segment plan. The Order Agent shapes suggested baskets to what the outlet's segment typically reorders. Field reps walk in with a visit objective that reflects which segment the store is in today. The Route Agent can weight frequency toward high-potential segments. When the Segmentation Agent moves an outlet, that change propagates everywhere at once — no exports, no reconciliation, no two teams arguing over whose customer list is current.
Concretely, the agent discovers segments rather than forcing outlets into rules a planner hand-wrote. It surfaces the groupings that fall out of the data — value tiers, mission types, growth and at-risk cohorts, opportunity segments where headroom is largest — and keeps them refreshed on a regular cadence as new transactions accrue. It flags movement worth acting on: outlets crossing into a higher tier, accounts slipping toward lapse, white-space stores that look like your best customers but aren't buying the full range yet. Every segment it maintains is explainable and addressable — you can see why a store sits where it does, and push that segment straight into a promotion, a route plan or a suggested-order rule.
Why it matters on one data model
In FMCG distribution, segmentation is the hinge between strategy and the shelf — it decides which outlets get which assortment, which promotion, which call frequency and which credit terms. When that segmentation is a stale, hand-built list, every downstream decision inherits the staleness: trade spend lands on accounts that have already changed, high-potential stores stay under-served, and reps treat very different outlets the same way. The Segmentation Agent matters because it turns segmentation from a once-a-year deck into a living input that the rest of your route to market consumes automatically — keeping commercial plans pointed at where demand actually is right now.
It earns FMCG Verified certification as a Commercial-family agent, which means it classifies cleanly under the FMCG Cloud Agent Taxonomy, runs on the ConnectX data model alongside every other agent, and is held to FMCG Cloud's standard for an agent that does a job rather than a dashboard that describes one. Because there is one data model and one set of segments, the work the Segmentation Agent does compounds: the same living segmentation powers pricing, ordering, field execution and routing, so improving how you cut the base improves every motion at once instead of in one silo.
The trust layer
What “FMCG Verified Segmentation Agent” guarantees
Every Segmentation Agent on the marketplace — first-party or partner — must clear the same six criteria before it earns the mark.
Protocol compliance
MCP & A2A interoperability — the agent consumes and emits on the one FMCG Cloud data model.
Observability
Emits the standard event schema — every action shows in the activity feed with an auditable decision trail.
Performance
Meets the per-family latency SLOs — execution-family responses in seconds, finance-family in batch windows.
Security review
Passes the platform security review — least-privilege data access, scopes disclosed at install.
Support SLO
The vendor commits to the published support response times for its tier.
Data-handling posture
Documented residency, retention and tenant isolation — no cross-tenant training without opt-in.
Segmentation Agents on the marketplace
FMCG Cloud — Segmentation Agent
The first-party Segmentation Agent, FMCG Verified at launch and live on the one data model.
Partner Segmentation Agents — onboarding
Specialist vendors are onboarding through the marketplace. Build one and list it — become a partner.
More in the Commercial family
Part of the Revenue Growth AI category · see all 16 agent types.