Turn hundreds of Amazon reviews into a clear summary report

Scrapes and analyzes Amazon product reviews with AI, then delivers a clear summary in Google Sheets.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig(("you enter a product link")):::human s0["pull reviews from product page"]:::svc s1["ai identifies themes and complaints"]:::task s2["write summary of findings"]:::task s3[("save summary to sheet")]:::store trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"clear review summary in sheet"/]:::out pay{{"understand customers without reading everything"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepAn outside serviceA personA record or sheetResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
E-commerce & ProductSpreadsheet & Database OpsReporting & AnalyticsWeb Scraping & Data Collection
Connects
AmazonOpenAIGoogle Sheets

The problem it solves

You know your product has hundreds of reviews, but nobody has time to actually read through them all to find the real patterns. Important complaints and praise get buried, and you end up guessing at what customers actually think.

Who it fits

E-commerce sellers and product managers who want to understand customer sentiment without reading every review.

How it works

  1. Starts when you enter a product link you want analyzed
  2. Pulls all the reviews and ratings from the product page
  3. AI reads through the reviews and identifies key themes and complaints
  4. Writes a plain-English summary of strengths and pain points
  5. Saves the summary and structured data into Google Sheets
What you get

Review themes you understand without reading every one

You get a clear summary of what customers love and complain about across hundreds of Amazon reviews, organized neatly in a spreadsheet.

What you get

A Google Sheet with a written summary of what customers love and complain about, based on all their reviews.

What you need

A Decodo scraping account, an OpenAI API key, and a Google Workspace account.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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