What you receive
- Exposure class per SKU: fee_applied, at_risk, exempt, or no_supplied_exposure
- Units below the supplied minimum inventory level, per row and in total
- Lower of the supplied 30/90-day days of supply against your threshold
- Contradiction flags: fee applied despite exemption, exempt while below thresholds, healthy status with exposure
- Bounded 0–100 exposure score and a stable, review-ordered queue
Who it is for
Amazon FBA sellers, agencies, and inventory agents triaging Manage Inventory Health rows for low-inventory-level fee risk before a human verifies the current fee preview.
Delivery: usually a structured result, workbook, or ZIP depending on the tool.
How it stays safe
Friday classifies only from the inventory-health status, minimum inventory level, available units, 30/90-day historical days of supply, exemption flag, fee-applied flag, charged amount, and threshold you supply. It reads no Amazon account or report, fetches no fee schedule, and verifies no fee, waiver, exemption, or inventory state. A row marked exempt or healthy is not a guarantee that no fee applies. Friday changes no inventory, listing, price, or seller account and does not publish listings; a human must verify the current report and fee preview before acting.
Synthetic sample
See the deliverable structure before buying
{
"row_count": 4,
"fee_applied_count": 1,
"at_risk_count": 1,
"exempt_count": 1,
"no_supplied_exposure_count": 1,
"below_minimum_count": 3,
"below_threshold_count": 3,
"contradiction_count": 1,
"total_units_below_minimum": 120,
"total_fee_charged_amount": 41.5,
"rows_preview": [
{
"priority_rank": 1,
"reference": "FBA-LIL-NORTH-1001",
"sku": "NORTH-BOTTLE-24",
"exposure_status": "fee_applied",
"lowest_historical_days_of_supply": 14.0,
"units_below_minimum": 60,
"low_inventory_level_fee_charged_amount": 41.5,
"exposure_score": 90.0,
"contradiction_flags": []
},
{
"priority_rank": 3,
"reference": "FBA-LIL-NORTH-1003",
"sku": "NORTH-LID-24",
"exposure_status": "exempt",
"contradiction_flags": [
"the exemption flag is set while supplied stock or days of supply are below the low-inventory thresholds"
]
}
],
"publish_status": "draft_needs_review",
"safety": "Uses only seller-supplied inventory-health statuses, levels, days of supply, and fee flags; it predicts no fee, waiver, or exemption and changes no inventory, listing, price, or account."
}
This sample uses synthetic facts. Your output is generated only from the facts you submit.