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Best Buy · Excel Guide

Pull Best Buy Customer Reviews by SKU Into a Excel workbook

2026-05-13
5 min read

The Scenario

A product manager at a consumer electronics brand needs to pull the 50 most recent customer reviews for 5 competing SKUs from Best Buy into an Excel workbook. It's Thursday morning. The competitive sentiment analysis deck is due to the VP of Product by end of day. She needs review title, star rating, review body, reviewer name, and submission date — one review per row — so she can run keyword frequency analysis in adjacent columns.

The bad version:

  • Open bestbuy.com for SKU 1, scroll the reviews tab, copy the title and body of review 1, paste into row 2
  • Repeat for 50 reviews across 5 SKUs — 250 manual operations
  • Discover Best Buy shows only 8 reviews per page and the date sort is inconsistent
  • Export a partial dataset because you ran out of time at review 120

You don't have time for that.

The Easy Way: One Prompt in SheetXAI

SheetXAI is an AI agent inside your Excel workbook that reads your data and talks to Best Buy for you. No pagination, no manual copying, no reformatting.

Open the SheetXAI sidebar and type:

Pull Best Buy reviews for each SKU in column A of my Excel table, sorted by date descending, and write review title, star rating, review body, and date into columns B through E

What You Get

  • One row per review — review title, star rating, full review body, and submission date written into columns B through E
  • Reviews sorted by date descending within each SKU group so the most recent appear first
  • All SKUs in column A processed in sequence with their reviews filling consecutive rows

What If the Data Is Not Quite Ready

When you want only reviews with 3 stars or fewer

Pull Best Buy reviews for each SKU in column A of my Excel workbook, filter to 3-star reviews and below, sorted by date descending, and write SKU, review title, rating, review body, and date — one row per review

When you need to join review data with product names from column B

For each SKU in column A of my Excel workbook, pull the 20 most recent Best Buy reviews and write product name from column B, SKU, review title, star rating, review body, and submission date — one row per review — into a worksheet named Reviews

When you only want reviews from the last 90 days

Pull Best Buy reviews for each SKU in column A of my Excel table submitted in the last 90 days, sorted by date descending, and write review title, rating, review body, and date into columns B through E

When you want it all in one shot

For each SKU in column A of my Excel workbook, pull the 50 most recent Best Buy customer reviews, include product name from column B, write SKU, review title, rating, review body, reviewer name, and date — one row per review — into a worksheet called Raw Reviews, then add a POSITIVE or NEGATIVE label in the final column based on whether the star rating is 4 or higher.

The pattern: instead of pulling reviews manually and then labeling them, you ask for both the data and the classification in one prompt.

Try It

Get the 7-day free trial of SheetXAI and open any Excel workbook with a column of Best Buy SKUs. Ask it to pull customer reviews for each one. The Best Buy integration is included in every SheetXAI plan. For related tasks, see Bulk Pull Best Buy Product Details by SKU Into an Excel workbook or the Best Buy in Excel overview.

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