AmzEngine

Review monitoring

Monitor Amazon review and rating changes that need your attention.

Track supported review-count and rating signals across your products, build historical context and receive alerts when configured changes are detected.

Want to understand the feedback itself? Explore Review Analyzer →

Sample interface

Portable Blender

B0XXXXXXX

● Needs attention
Rating
4.3
Previous
4.5
Reviews
1,284
30-day change
+86

Rating history

  1. 4.6
  2. 4.5
  3. 4.5
  4. 4.4
  5. 4.3

Rating change

Detected 18 min ago

4.5 → 4.3 · 0.2

Fictional product and sample figures.

3
Expert services
from $299
Starting price
3
Subscription plans
up to 250
Monitored listings per plan
  • Rating changes
  • Review count
  • Review growth
  • Historical trends
  • Alerts
  • Competitor context

Review monitoring is in development.

Ratings and review counts need a connected market data source, and that isn't live yet — so they aren't recorded and review alerts can't be sent today. This page explains how the feature works, and every panel is a sample.

Two jobs

Monitor the change. Analyze the reason.

Review Monitoring answers one question: what changed in customer feedback around this product? Review Analyzer helps you look into why.

Review Monitoring

Tracks the numbers over time.

  • Average rating
  • Review count
  • Review growth
  • Significant changes
  • Alerts

Review Analyzer

Looks at available review text to find:

  • Positive themes
  • Complaints
  • Feature requests
  • Overall sentiment
  • Product-improvement ideas

It only works with review text that's actually available or that you provide — it doesn't have access to every Amazon review.

Explore Review Analyzer

A small rating change can be worth investigating.

Shoppers see the average rating before they read a word. Knowing when it moves — and how fast reviews are arriving — gives you a reason to look closer.

  • Average rating changes can affect how shoppers see a product.
  • Review growth adds context about market activity.
  • Sudden changes can be worth investigating.
  • Competitor review growth can show shifting activity in a category.
  • Review growth isn't sales, and a rating drop doesn't prove a quality problem on its own.

Workspace

Keep review signals across your catalog in one view.

Once monitoring is live, each product will show its current and previous rating, review count, 30-day change and when it was last observed.

Sample interface
Sample review monitoring workspace
ProductASINRatingPreviousReviews30-dayGrowthStatusUpdated
Portable BlenderB0XXX4.34.51,284+86IncreasingWarning12m ago
Coffee GrinderB0YYY4.64.6892+32StableHealthy15m ago
Travel MugB0ZZZ4.14.3642+51IncreasingNeeds review18m ago

See rating and review-count movement over time.

History shows whether a change is sudden or gradual. Markers such as a listing update or price change help you review surrounding events — they don't show what caused a change.

Review growth, not sales

AmzEngine calculates how many reviews were added over an observed period. That's review growth — not a sales figure.

Sample review growth
30-day reviews added
86
Average
2.9/day
Trend
Increasing
Sample interface

Review count · sample

1,2001,2501,300Sep 1Sep 8Sep 15Sep 22Sep 27
7-day
+17
30-day
+86
90-day
+241

Alert types

Choose which review changes deserve an alert.

Alerts are based on the rating and review count. Competitor rating alerts and alerts for individual new reviews aren't offered — they'd need a data source that supports them reliably.

Rating drop
The average rating falls by at least an amount you set, such as 0.2.
Rating threshold
The average rating falls below a level you set, such as 4.2.
Review count change
The review count grows by more than a number you set.
Review growth change
Review growth changes by more than your rule allows.

Not yet available: review alerts start once ratings and review counts are being recorded.

Alert rules

Set the condition, severity and channels.

Sample interface

Product

Portable Blender

When

Average rating drops below 4.3

Severity

Warning

Cooldown

24 hours

Notify

☑ In-app · ☑ Email · ☐ SMS · ☑ Telegram

When rating decreases by 0.2 or more then Warning

Alert detail

See the change behind the alert.

Sample interface
WarningRating decrease

Portable Blender B0XXXXXXX

Previous
4.5
Current
4.3
Change
−0.2
Reviews
1,284
Observed
Sep 27, 10:42 AM
  • View history
  • Analyze reviews
  • Compare competitors
  • Acknowledge

Noise control

Focus on meaningful changes.

Ratings and counts shift slightly all the time. You decide the thresholds — AmzEngine doesn't pretend there's one universal standard.

  • Rating-change threshold
  • Minimum review-count change
  • Cooldown between repeat alerts
  • Duplicate alerts suppressed
  • Digests
Sample interface
No alert

4.50 → 4.49

Still shows as 4.5; no threshold crossed

Alert

4.5 → 4.3

Crossed the 0.2 rule

Timeline

Customer-feedback events in context.

Sample interface
  1. Sep 27Rating changed4.5 → 4.3
  2. Sep 26Reviews increased+14
  3. Sep 24Listing updated
  4. Sep 22Price changed$34.99 → $31.99
  5. Sep 20Reviews increased+11

The timeline gives context. It doesn't establish that one event caused another.

Investigate

When the number changes, investigate the feedback.

A changed rating tells you to look. The reviews themselves tell you what customers are saying.

  1. Rating drop
  2. Open Review Analyzer
  3. Available review text
  4. Positive themes
  5. Complaints
  6. Feature requests
  7. Possible improvements

AI only analyzes review text that's actually available or that you provide. It never invents customer quotes or themes.

Not yet available: analysis of real Amazon review text, sentiment breakdowns and complaint trends aren't live yet.

Turn recurring feedback into listing and product improvements.

If customers keep raising the same question, your listing may be able to answer it better. Reviewing listing content is one possible step — it isn't proof of why a rating changed.

Review your listing in Listing Optimizer

Channels

Send review alerts where your team works.

Review alerts are designed to use the same channels as every other AmzEngine alert.

  • In-app
  • Email

Where enabled:

  • SMS
  • WhatsApp
  • Telegram

Compare ratings with competitors.

Seeing a competitor's rating and review growth next to yours helps you judge whether a change is about your product or the whole category.

Competitor rating tracking isn't available yet.

See Competitor Monitoring

Review data

Understand what a review observation means.

Each figure is what the data source reported at one moment. Amazon rounds and updates ratings on its own schedule, so small differences between sources are normal.

What each observation records

  • ASIN
  • Marketplace
  • Average rating
  • Review count
  • Observed at
  • Source

History is built only from real observations — AmzEngine never fills gaps with generated points.

Sample freshness
Last observed
12 min ago
Marketplace
Amazon US
Source
Market data provider
Next check
Scheduled

No real-time checking is promised; frequency will follow your plan and the data source.

How it works

Five steps to review alerts.

  1. 1

    Choose your products

  2. 2

    Record a starting rating and review count

  3. 3

    Set alert rules

  4. 4

    AmzEngine checks supported review signals

  5. 5

    Receive alerts and review history

Who it's for

Private label sellers

Know when a product's rating slips.

Brands

Watch customer feedback across a catalog.

Product launches

See how reviews build after launch.

Agencies

Share factual rating changes with clients.

FAQ

Review monitoring questions

What is Amazon review monitoring?

Recording a product's average rating and review count over time, so you can see when they change and how quickly reviews are being added.

What's the difference between Review Monitoring and Review Analyzer?

Review Monitoring watches the numbers — rating and review count. Review Analyzer looks at review text to find themes. Monitoring tells you something changed; analysis helps you look into why.

Is review monitoring available now?

Not yet. Ratings and review counts need a connected market data source, which isn't live, so AmzEngine can't record them for customers today. This page explains how the feature works.

How often are ratings checked?

No checks run yet, so no frequency applies. AmzEngine won't promise real-time checking; when checks start, each figure will show when it was observed.

Does AmzEngine alert me to every new review?

No. Monitoring is based on the rating and review count, not individual reviews. Alerts for individual new reviews would only be offered if a data source supported them reliably.

Does a rating drop mean my product has a quality problem?

Not necessarily. A rating change is a reason to look closer, not proof of a cause. Reading the reviews themselves is usually the next step.

Does review growth tell me a product's sales?

No. Review growth is useful context, but many buyers never leave a review, so it can't be turned into exact sales.

Can I monitor competitors' ratings?

Competitor rating tracking will depend on the same market data source and isn't available yet.

Does AmzEngine read all Amazon reviews for a product?

No. Review analysis only works on review text that's actually available to AmzEngine or that you provide, and it never invents quotes or themes.

Which channels can review alerts use?

When review alerts launch they'll use AmzEngine's existing notification system: in-app and email as standard, with SMS, WhatsApp and Telegram where enabled.

How do you avoid noisy alerts?

Alerts only fire when a threshold you set is crossed, with cooldowns and duplicate suppression, so a tiny change like 4.50 to 4.49 doesn't trigger an alert on its own.

AmzEngine is an independent software provider and is not affiliated with or endorsed by Amazon.

Know when customer feedback changes.

Track ratings and review counts for your products, review their history and get alerted when a change you care about is detected.