Pull Amazon product prices and ratings into a spreadsheet

Reads a list of Amazon product links, scrapes each page, and uses AI to log clean pricing and rating data in a spreadsheet.

How the work actually flows

A straight line. Runs once per one per product link.

Pattern: Sequence (1) ยท Multiple Instances with a priori Run-Time Knowledge (14)

flowchart TD trig(("list of product links provided")):::human s0[["Fetch each product page"]]:::mi s1[["Extract price and rating"]]:::mi s2[["Verify and fill missing details"]]:::mi s3[("Log results to spreadsheet")]:::store trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"verified pricing data logged"/]:::out pay{{"always current competitor pricing"}}:::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
Runs once per itemA personA record or sheetResultPayoff
Build size
Advanced

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

Business functions
E-commerce & ProductSpreadsheet & Database OpsWeb Scraping & Data CollectionResearch & Market Intelligence
Connects
Scrape.doOpenAIGoogle Sheets

The problem it solves

Tracking competitor prices and ratings on Amazon by hand means opening dozens of tabs and copying numbers into a spreadsheet. Prices change constantly, so any manual snapshot is outdated within a day, and it's easy to record numbers wrong under pressure.

Who it fits

An e-commerce seller, dropshipper, or marketing team that tracks competitor products on Amazon.

How it works

  1. Reads a list of Amazon product links from a spreadsheet
  2. Fetches each product page reliably, even past anti-bot blocks
  3. AI reads the page and pulls out name, price, rating, and review count
  4. Fills in any missing details and double-checks the numbers
  5. Logs the clean results in a spreadsheet for tracking
What you get

Competitor price moves you spot before anyone else

You get clean, organized pricing and rating data on the products you're tracking, updated and ready in your spreadsheet.

What you get

An updated spreadsheet of verified product names, prices, ratings, and review counts.

What you need

A Scrape.do account, an OpenAI API key, and a Google Sheets 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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