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⚙️ Shop Culture Services
Operations & Forecasting
Inventory planning, OOS prevention, FBA health, chargeback control, and replenishment systems that keep your business running and margins protected.
65%
Chargeback Reduction
Operations is where most e-commerce brands silently bleed money. Out-of-stock events kill organic rank that takes months to rebuild. Chargebacks and shortages erode margins without triggering obvious alarms.
Shop Culture's operations team brings process discipline from Amazon's own internal playbooks. We don't just react to operational problems — we build systems that prevent them. Our forecasting models use historical velocity, promotional calendars, and supply chain signals.
From Amazon Vendor chargeback disputes and shortage recovery to FBA health management and Seller Central inventory planning, we treat your operations as a competitive advantage.
What's Included
Everything inside Operations & Forecasting
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Demand forecasting — sell-through models linked to promotional and seasonal calendars
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OOS prevention — reorder triggers, safety stock rules, and supply chain visibility
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FBA inventory management — aged stock, removal orders, and stranded inventory
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Chargeback and shortage dispute management — documentation, escalation, and recovery
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ASN and PO accuracy management for Vendor Central brands
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Buy Box health — pricing, suppression, and fulfilment method optimisation
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SLA management — ensuring carrier compliance and on-time delivery rates
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Operational SOP development — repeatable processes your team can own
Who It's For
Is this right for your brand?
Brands losing organic rank from recurring out-of-stock events
Vendor Central brands absorbing high chargeback and shortage deductions
Businesses with FBA inventory problems — aged stock, stranded, or misplaced
Scaling brands whose operational infrastructure hasn't kept pace with growth
Why Shop Culture
What makes us different
We recovered $50K in chargebacks for one automotive brand in a single quarter — with 65% reduction in new chargebacks going forward
Our Operations Lead (ex-Amazon) built the same supply chain systems that power Amazon's own vendor management
We treat ops as profit recovery — every dollar reversed and every OOS event prevented goes straight to your bottom line
Real Results
Case studies for Operations & Forecasting
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FAQ
Common questions about Operations & Forecasting
What types of chargebacks can you dispute?
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We dispute shortage claims, compliance chargebacks (labelling, prep, routing), and ASN discrepancies on Vendor Central. We build the evidence files, submit disputes, and follow up through escalation.
How do you handle forecasting for seasonal products?
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We build seasonal demand curves using 2–3 years of historical data, adjusted for promotional uplifts, market trend signals, and supply chain lead times.
Can you help with FBA removal and liquidation?
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Yes. We plan aged inventory removal campaigns to minimise long-term storage fees and advise on liquidation vs. removal based on landed cost and expected recovery value.
Often Paired With
Ready to get started with Operations & Forecasting?
Start with a free brand audit. No commitment required.