Platform in preparation for marketplace & commerce-data integrations

Commerce intelligence
that explains why.

SellFactory helps ecommerce sellers read performance, KPIs, channels and anomalies across their commerce data — and understand what is actually moving revenue and margin. Every number shows where it comes from.

The problem

Your commerce data is scattered — and hard to read

Sales, advertising and store performance live in different marketplaces, ecommerce backends and ad platforms. Reports pile up, but the questions stay open.

Data in silos

Marketplace, ecommerce, advertising and reporting tools each tell a partial story. Nobody joins them.

What moved revenue?

When a KPI shifts, it is hard to tell whether it was volume, price, mix, a channel, or simply a data gap.

Signal vs noise

Distinguishing a real signal from an insight from an action is manual, slow and error-prone.

The platform

One canonical view, built to be explained

SellFactory normalizes commerce data into a single canonical model, computes KPIs deterministically, and lets you investigate what changed — without guessing.

Connector hub

Bring your own accounts

Connect your commerce and advertising accounts through authorized, revocable integrations. You stay the owner of every connected account.

Canonical data model

One shared vocabulary

Orders, products and customers from different channels normalized into a single, comparable model.

KPI engine

Deterministic metrics

Revenue, orders, average order value and per-channel breakdowns computed with fixed, auditable rules — no black-box scores.

Executive dashboard

The business at a glance

KPIs with period-over-period comparison, daily trends and a confidence indicator on every figure.

Investigation workspace

From "what" to "why"

Open a case on any KPI: evidence that cites its source, deterministic hypotheses, and a human-written conclusion. No automatic root cause.

Knowledge & alerts

Context that persists

Promotions, business rules and annotations give your metrics context; an alerting foundation surfaces what needs attention.

How it works

Deterministic-first, explainable by design

  • Every KPI carries its derivation: formula, source tables, filters, date range and caveats.
  • Comparisons and trends are computed by recalculation, not estimated — the same rule applies to every period.
  • Confidence is expressed in clear bands with written reasons, never invented percentages.
  • Investigations keep a frozen snapshot of the data as it was known when the case was opened.
No autonomous decisions. SellFactory is built human-in-the-loop: the platform surfaces evidence and hypotheses; people confirm conclusions and take actions. Analytical support, not financial advice.

Security & data

Multi-tenant isolation, enforced at the database

Security is a foundation, not a feature. These are measures that are implemented today in the platform.

Tenant isolation (RLS)

PostgreSQL Row-Level Security is enforced at runtime through a dedicated, non-owner database role — one tenant's data is not visible to another.

Encrypted credentials

Connected-account credentials are encrypted at rest (AES-256-GCM) and never stored or logged in plaintext.

Sessions & roles

Database-backed sessions with hashed tokens, role-based access control and audit logging on sensitive actions.

Read the full data-protection overview →

Marketplace integrations

Amazon and Shopify support — on the roadmap

Planned / in approval path. SellFactory is designed for commerce and revenue intelligence across channels. Amazon and Shopify integrations are planned and being prepared through each platform's official developer approval process. They are not live yet. SellFactory is an independent product and is not endorsed by or affiliated with Amazon, Shopify, Google or Meta.

Pricing

Plans tailored to your setup

SellFactory is in an early-access phase. Plans are personalized based on the channels and marketplaces you connect, data volumes and the level of support you need.

Custom plans on request

Tell us about your channels and volumes and we will prepare a proposal. Under our bring-your-own model, you connect your own commerce accounts and your own AI provider, so you keep control of those relationships and their costs.

Request a proposal

Contact

Talk to us

Questions, an early-access request, or a security matter — reach us directly.

Email
g.contaldi@cgcomunicazioneglobale.com
Product
SellFactory
Operated by
CG Comunicazione Globale