For Amazon private-label & FBA sellers

Your sales dropped overnight.
Know exactly why — with evidence.

A sudden drop can come from dozens of unrelated causes — and Amazon changes several of them silently. Product Monitor checks every lever daily, tells you the exact driver, shows what it ruled out, and learns your business every time you correct it.

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A real Product Monitor diagnosis: sales down 17%, exact causes with evidence, and everything ruled out
A real diagnosis. One page: the verdict, the evidence, the twelve things it checked and ruled out — and every step editable.
The problem

Diagnosis is guesswork spread across four dashboards

Business Reports says what happened. Nothing tells you why. So sellers bounce between Seller Central, the Ads Console, Account Health, and incognito keyword checks — or ask Reddit and hope.

Silent changes

Amazon won't tell you

Category reassignment. Keyword de-indexing. AI rewriting your title without notice. Featured-Offer share quietly reduced. None of these send a notification — you find out when revenue does.

Slow answers

Weeks of case ping-pong

Sellers report spending days to weeks chasing a cause — three support agents, three different answers — while the real problem keeps compounding.

"Called Amazon, they don't have a clue. I have no idea what's going on." — seller, r/AmazonSeller
Costly misdiagnosis

A wrong guess costs weeks

A paused ad is fixed in hours. Lost organic rank takes 2–6 weeks to recover.* Chase the wrong cause first and the expensive one is still running.

60+

failure points behind a "simple" sales drop — checked on every diagnosis

4+

separate dashboards needed to rule them out by hand

2–6 wks

typical organic-rank recovery — the price of a wrong first guess*

How it works

Detectors decide. Evidence included. AI only explains.

No black box. A deterministic engine checks every lever against your own history and your competitors — then plain language tells you what it found.

Collect & validate every signal, daily

Sales, sessions, conversion, price, coupons, Buy Box, per-FC inventory, keyword ranks, competitor prices & BSR, and every listing field. Each value is checked against its own history first — bad data gets quarantined, never diagnosed.

15 detectors + a market gate

Every move is classified discovery vs conversion, compared against your competitor cohort — market-wide noise means stand down, divergence means act — then drilled to the exact driver.

A verdict that learns your business

The exact cause with evidence, plus everything checked and ruled out. Disagree with any step? Correct it once — it's saved to your playbook and every future diagnosis uses it.

Agentic chat · Analyze tab

Your Amazon manager — on call, answers in seconds

Ask anything in plain language. It pulls your sales, PPC, inventory, keyword and competitor data itself and answers with the numbers attached — while a human manager or VA is still opening the third dashboard. Hours of data-collection becomes one question.

why my sales is low this week and can you point out exactly where im going wrong

Here is the full picture. There are 4 compounding problems killing your sales this week — and I can point to the exact data for each one.

🔴 Sales are down 37% vs your 14-day baseline ($909 vs $1,454 avg) — one week before Prime Day.

❌ Problem #1 — Your PPC has essentially died.
Impressions 2,873/day → 48/day (−98%) · PPC orders 7.9/day → 0 (−100%) · spend −91%. No ads → no impressions → no sessions → no orders.

❌ Problem #2 — You're out of stock (0 days remaining). Amazon suppresses near-zero-inventory listings from organic and paid results — which is exactly why impressions cratered…

Real conversation, real account data (abridged). Every number pulled live by the agent.
What it catches

Built for the failures Amazon never announces

Listing watch

AI rewrote your listing

Every listing field is snapshotted daily and diffed — including the silent edits from Amazon's own AI systems. You see the exact field, before and after, same day.

Inventory

Stockout at your fastest FC

Total inventory looks fine while your highest-velocity fulfillment center runs dry. Per-FC velocity detection warns before the Buy Box and rankings pay for it.

Competitors

Conquesting on your keywords

Who's climbing on the exact terms you're losing, who cut price, who launched a deal — tracked daily against your cohort.

Market gate

Market dip vs. your problem

If the whole cohort dropped, it tells you not to touch anything — the most expensive mistake is reacting to seasonal noise with price cuts and ad spend.

Data trust

Bad data can't fake a verdict

Every incoming value is validated against history; unit slips and entry errors are auto-repaired or withheld with a warning. Wrong inputs are how tools lie confidently.

Playbook

It learns your normal

Your thresholds, your seasonal patterns, your rules — corrections feed back into the engine, so it gets less generic and more yours every week.

Early warning

Problems caught before revenue feels them

Build detection flows across listing, sales and PPC: alert rules, daily briefings, and FC-velocity stockout warnings fire on the leading indicators — days before the damage shows up in your revenue graph.

Agentic PPC

PPC analysis that checks relevancy in parallel

Not just sales, TACoS and ACoS — the agent drills into which keywords make money and simultaneously checks their relevancy: search volume, your rank, and conversion, so you know if spend is chasing the wrong terms.

Six-step diagnosis with competitor cohort table and keyword landscape
Competitor cohort & keyword landscape — who's gaining on your terms
Portfolio health cards with alerts and sales deltas
The whole portfolio at a glance — health, alerts, deals, brand filter
Why trust it

Honest by construction

  • Deterministic first. Detectors and thresholds decide — the AI only turns findings into plain language. It cannot invent a cause.
  • Evidence on every claim. Each cause shows its numbers; each verdict shows the full reasoning trace, step by step.
  • The ruled-out list. Knowing what didn't move is half the answer — and how you stop second-guessing.
  • Your data stays yours. Runs on your machine with your own cloud mirror for querying. No vendor lock on your history.