Amazon research

Read every 1-star review
before you order.

The 4.4 star average is not the thing that decides your inventory.

Give this to your agent
$set up https://monid.ai/SKILL.md, then check the best seller in <your category>

A seller suite is $359 a month and shows you a dashboard.Your agent reads the raw reviews and finds the failure pattern.

Helium 10 Diamond
$359/mo
This run, start to finish
$0.034
Per product read
$0.00015
1,700+
Tools
72
Providers
$0.034
The whole run
2
API calls

Watch the whole run.

Thirty-six seconds, two API calls, one finding.

01

Find the best seller.

You do not need a seat in a suite to see what is selling. One Amazon search through Monid returns the whole result page, with ratings, prices and badges, and it bills per result. Forty-eight products came back for seven tenths of a cent.

Say this
>use monid to search amazon for "milk frother" and show me the best seller
48 products · $0.0072
The best selling milk frother on Amazon: 4.4 stars, 239,371 ratings
02

Read its newest 1-star reviews.

The 4.4 star average hides the problem, because it is an average over five years. Sort the 1-star pile by newest and read what people wrote this week. There are 2,014 of them on this listing. The twenty newest cost under three cents.

Say this
>pull the 20 newest 1-star reviews for that ASIN
20 reviews · $0.027
★☆☆☆☆Stopped Working Within a MonthSeptember 10, 2026 · Verified purchase
★☆☆☆☆Broke after 1 monthSeptember 8, 2026 · Verified purchase
★☆☆☆☆Died after a monthSeptember 7, 2026 · Verified purchase
★☆☆☆☆Lasts less than 2 monthsSeptember 7, 2026 · Verified purchase
03

Find the pattern before you order.

Four of the newest twenty say the same thing in different words: it dies at about a month. Amazon's return window is 30 days. The complaint lands just after the buyer loses the refund, which is exactly why a 4.4 average survives on a product that breaks.

Say this
>what do these reviews have in common, and what does that mean for returns?
The finding

It dies around day 30.
The return window closes at day 30.

Amazon search, 48 products$0.0072
20 newest 1-star reviews$0.0270
What it cost to know$0.0342

No subscription. No seats.
Pays per result.

Every call is metered at the provider's own rate from a prepaid balance.

Helium 10Platinum$129/mo
Helium 10Diamond$359/mo
A year of Diamond12 months$4,308
with
$0.034
for the run above, 48 products and 20 reviews

All rates read live 2026-09-17.

One key. 1,700+ tools.

Amazon is one aisle. The same key reaches the suppliers, the trend data and the models that make the listing.

Amazon searchapify · $0.00015 / product
Amazon reviewsapify · $0.00135 / review
Amazon best sellersapify · actors
Web searchexa · live results
TikTok trendingtikhub · what is selling
Supplier contactsapollo · people search
Voiceelevenlabs · $0.05 / 1K chars
Product videobytedance · seedance

+ 1,700 more across 72 providers

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