AI summaries of a product's reviews, compared
Nobody reads 200 reviews. A summary shows a shopper what customers say about a product.
A shopper lands on your product page with 200 reviews. They skim the first few, maybe check the ones marked helpful, and decide on incomplete information. A summary can show them what all 200 reviews say in one paragraph.
Shoppers read a handful and decide
Most shoppers read 5 to 10 reviews before deciding. They give recent reviews more weight than old ones. They look for a specific concern, not general praise.
The reviews at the top of your list may not represent the whole set. A summary uses all of them to show patterns across the reviews.
What a summary can show
What many customers agree on
"Customers praise the build quality and fast shipping. Some mention the sizing runs small. Consider ordering one size up."
The themes that keep coming up
A summary can show which topics come up most often, such as quality, shipping, fit and value. It can show what customers praise, such as durability, appearance and customer service, and their concerns about sizing, packaging and delivery time.
The sentiment behind the star rating
A product can have a high star average and a run of complaints about one thing. A summary can show how sentiment differs between customers and topics, and how it changes over time.
Summary formats
A paragraph for the product
A paragraph or a few bullets can cover all the reviews on a product.
"Based on 156 reviews, customers like the design and the comfort. Many mention the fabric feels heavier than expected and the fit is true to size. A few say the color looks different from the photos."
A pros and cons list
Two short lists show what customers praise most often and what they complain about most often.
A score for each topic
Each topic gets a rating, along with how many reviews mention it. For example, quality scores 4.8 out of 5 and appears in 89% of reviews. Value scores 4.5 and appears in 67%. Shipping scores 4.2 and appears in 45%.
A comparison between variants
For a product with variants, or a family of similar products, a summary can say which one customers prefer and why. "Customers prefer the blue version for durability." "Size large runs smaller than the other sizes."
Where a summary belongs
- On the product page, at the top of the reviews section, before the individual reviews.
- On a collection page, as a quick comparison between products.
- In your store's search results, as a snippet.
- In an email, to show what customers say about a product.
What makes a summary good
- It reflects what the reviews say, and nothing else.
- It includes concerns as well as praise.
- It gives specifics. "Customers love it" tells a shopper nothing. "Customers say the strap stays comfortable through a full day" tells them something.
- It gives recent reviews more weight. Products change. Last month's reviews should count for more than reviews from three years ago.
- It says how many reviews it drew from.
If the AI invents praise the reviews do not contain, it damages the shopper's trust in every review on the page. Leaving the summary out is better than showing invented praise.
What Reviewsion shows
Reviewsion writes a summary for each product from its reviews, and shows it in two places.
- On the product page, the Product Summary widget shows a short paragraph of what customers liked about the product. It reads up to the 30 longest reviews on the product, across platforms. It leaves out archived reviews and duplicates. When the reviews contain no praise, the widget shows nothing rather than inventing some. The widget includes praise only. Concerns stay off the product page.
- In your Reviewsion admin, each product has a review summary that lists what customers liked and what they did not. This summary includes the concerns the widget leaves out. Read it before changing a listing.
Every review also gets an AI rating from -10 to 10, generated from the intent of the review, next to the star rating. A 5-star review that describes a problem stands out when you check a big import.
The product summaries need the Pro plan, $19 a month. Every new store gets 30 days of Pro free, with 25 product summaries during the trial. The AI rating is on every plan.
What the shopper gets
A summary answers four questions for the shopper.
- What do other customers think overall?
- What should a buyer know before they buy?
- Is there a problem that keeps coming up?
- Does this product fit?
The information is in your reviews. A summary lets the shopper read it without reading every review.
Want to see how it works?
30 days of Pro, free. No credit card.