AI Decision Reports, Exclusively for Amazon Reviews

Turn hundreds of reviewsinto a decision-ready report

No store or account linking, no credit card. Submit an ASIN and get a decision report you can act on within minutes: pain points ranked by priority, improvement directions and competitor benchmarks at a glance — every conclusion anchored to real buyer quotes, never fabricated.

View pricing

100 free credits (valid 30 days) · No credit card · No store linking

Review insights
987 reviews analyzed
Pain points
Inconsistent qualityDamaged packagingStrong odor
Customer needs
More durable
Eco-friendly materials
Competitive benchmark
87
Use cases

One decision report, four ways to use it

Different people get different things out of the same report — and it always starts the same way: submit one ASIN.

Pitch clients and win the deal

Put a competitor report where every conclusion carries buyer quotes into your proposal — instant credibility.

Decide whether to rework the product

Complaints cluster into a prioritized fix list — clear the landmines before sourcing or tooling.

Steer the next product generation

Overseas buyer needs, ranked by priority with verbatim quotes — ready to drop into your R&D brief.

Present your competitive analysis

A PDF whose first page is conclusions and recommended actions — ready for the meeting room or your boss.

Turn review noiseinto actionable insights

Automated scraping, AI sentiment and pain-point analysis, and variant and competitor comparison — covering the full loop from product research and iteration to listing optimization.

Automation

One-click ASIN scraping

Paste an Amazon product link and cloud workers scrape the latest reviews asynchronously — ~100 by default, up to ~500 with star buckets — no proxies or scripts to maintain.

AI analysis

Sentiment analysis

See how buyers feel about a product at a glance — from overall polarity to the nuance behind every rating.

AI analysis

Pain-point extraction

Automatically surface recurring complaints and unmet needs, ranked by priority — every conclusion traceable to real buyer quotes.

Comparison

Competitor benchmarking

Compare your product against competitors across sentiment, pain points, and rating structure.

Comparison

Variant & multi-ASIN comparison

Compare variants or a whole competitor set side by side to spot winners and weak links fast.

AI analysis

Listing optimization guidance

Turn extracted pain points and needs into concrete titles, bullets, and positioning — each suggestion backed by the review evidence behind it.

9
Amazon marketplaces
500
Reviews analyzed per ASIN
6
AI insight engines
Minutes
From ASIN to insight report
Why Amzanalyst

Seller tools show you stars. We show you why.

Rating charts tell you what happened, never why; reading by hand is slow and any sample you pick carries bias. Amzanalyst scrapes the latest reviews in the cloud — stratified across every star level — and distills actionable conclusions in minutes.

The old way
Amzanalyst

Reading reviews by hand

Slow, sample-only, and subjective

Star-by-star AI analysis

Up to ~500 reviews per ASIN (overview + star buckets), structured conclusions in minutes

Pasting reviews into a generic AI

Conclusions can't be verified — fabrications go unnoticed

Verbatim quote anchoring

Every conclusion traces back to real buyer quotes

DIY scrapers and manual exports

Proxies, anti-bot, cleanup — endless upkeep

Just submit an ASIN

Scraping and cleanup run in the cloud — reports come out ready to read

How it works

From reviews to insights in three steps

No spreadsheets, no scripts, no proxies. We handle scraping and cleanup — you get structured insight reports.

Submit an ASIN

Paste an Amazon product link — the ASIN and marketplace are detected automatically, and cloud workers fetch the buyer reviews for you.

AI analyzes automatically

Sentiment analysis and pain-point extraction surface what buyers actually care about.

Get benchmark reports

Receive structured pain points, needs, and competitive benchmarks to guide sourcing and optimization.

The market moves fast

Generate your first decision report

Sign up and get 100 free credits (valid for 30 days) — no credit card required. That's enough for multiple ASIN scrapes; AI insight reports unlock with a plan or credit pack.

Cloud async scrapingSentiment & pain-point analysisCompetitive benchmarkingNo credit card to start

After your trial credits run out, upgrade a plan anytime to keep going.

Not ready to sign up? Read real sample reports first.

Review analysis is based only on publicly available review data.