What you receive
- Equal-period sessions, page-view, unit, and sales deltas
- Unit-session and Buy Box percentage-point changes
- Supplied refund- and claim-rate changes
- New and removed ASIN scope labels without false trend inference
- Transparent bounded severity score and stable review queue
Who it is for
Amazon sellers, agencies, and agents comparing two like-for-like seller-supplied Sales and Traffic Business Report exports.
Delivery: usually a structured result, workbook, or ZIP depending on the tool.
How it stays safe
Friday compares only the ASIN metrics and equal-length period dates you supply. It reads no Amazon account or Business Report and verifies no sales, refund, or claim. Stage labels are observed deltas, not causes; scope, filters, retail events, inventory, price, ads, and seasonality may differ. Friday forecasts no recovery, changes no listing, offer, price, inventory, or ad, does not publish listings, and does not modify a seller account.
Synthetic sample
See the deliverable structure before buying
{
"asin_count": 1,
"matched_asin_count": 1,
"review_count": 1,
"baseline_sales": 2500.0,
"current_sales": 1600.0,
"sales_delta": -900.0,
"rows_preview": [
{
"priority_rank": 1,
"asin": "B0NORTH001",
"status": "mixed_decline",
"sessions_delta_percent": -20.0,
"unit_session_delta_points": -2.0,
"buy_box_delta_points": -15.0,
"sales_delta": -900.0,
"observed_signals": [
"sessions_down",
"unit_session_percentage_down",
"buy_box_percentage_down",
"refund_rate_up",
"claim_rate_up",
"sales_down"
]
}
],
"publish_status": "draft_needs_review",
"safety": "Observed seller-supplied period deltas only; no cause, forecast, account access, or marketplace mutation."
}
This sample uses synthetic facts. Your output is generated only from the facts you submit.