Agentic Product Reviews

Reviews that build trust, intelligently timed to every delivery.

Powered by Ellis AI, the intelligence that waits for delivery, holds back when an order goes wrong, and asks each shopper the right review questions for the product they bought.

Hero review request scheduler
Why LateShipment.com

Social proof that turns browsers into buyers

Meet Ellis AI
Review intelligence

Review intelligence, not blast emails

Ellis AI reads each order’s delivery status and products, sends the right form at the right time, and holds back if an order is late, lost or damaged.

Verified reviews

Verified reviews your shoppers can trust

Every review is tied to a real order and badged as verified, fraud checks catch fake or duplicate posts, and auto-approved reviews get a second check.

Shoppable reviews

Reviews that sell where shoppers decide

Photo and video reviews become shoppable galleries, and review highlights sit on product and checkout pages, right where browsers decide to buy.

The measurable difference our product reviews platform
makes, once it’s live

$120K+ in sales influenced from shoppers who read reviews before buying

We used to send review emails the day an order shipped, and people would reply asking where their package was. Now the request lands a week after delivery, and the reviews are so much more detailed.

Elliot A.
Elliot A.
eCommerce Manager, Watch and Accessories brand
Revenue share 25%

Of revenue influenced by shopper reviews

Conversion +18%

Higher conversion on product and checkout pages, from reviews

Engagement +12%

More visits back to your site, from post-delivery engagement

Churn −10%

Lower delivery-related churn, from acting on review sentiment

What’s inside Product Reviews

Five ways to turn deliveries into trusted reviews

With Ellis AI, no review request goes out blind. It checks what was bought and whether it arrived well, then asks at the moment that fits.

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Review Requests

Ask every shopper at the right moment

Review requests

Context-Aware Requests

Times each request to the actual delivery, reading the order’s products, status and past shopper experience.

Experience Safeguards

Delays requests when an order arrives late, and skips them entirely for lost or damaged orders.

Bundled Requests

Sends one request covering every product delivered in an order, instead of separate requests.

Email and SMS Requests

Sends email and SMS requests triggered by product tags, with the shopper’s name, product and order.

Request Templates

Lets you brand each email and SMS template and customize its subject line, wording and layout.

Follow-Up Reminders

Sends a follow-up to shoppers who haven’t left a review yet, and stops as soon as they do.

Review Collection

Collect the right feedback on every product and your store

Review collection

Product-Matched Forms

Matches each product to the right form using product tags, with a general form for everything else.

Form Builder

Builds forms with star ratings, custom questions, required or optional fields and a live preview.

Photo and Video Reviews

Lets shoppers add photos and videos to their review, so new buyers see the product in real life.

Company Reviews

Collects store-level reviews on service and delivery alongside product reviews, in one request.

Surveys and NPS

Adds short surveys and NPS questions before or after purchase to track promoters and detractors.

Moderation

Approve the right reviews, and check the rest

Review moderation

Review Management

Shows each review’s status in one dashboard, where your team can filter, approve, reject or reply.

Resolution Window

Holds low-rated reviews for up to 14 days so you can reach out or reply, then publishes them.

Verified Purchases

Collects every review from a real order and tags it with the exact product the shopper bought.

Fraud Detection

Flags fake, duplicate or suspicious reviews, like several from one account, before they go live.

Branded Replies

Drafts replies to approved reviews in your brand’s tone, ready to post with one click.

Storefront Display

Show reviews where shoppers decide

Storefront display

Review Widget

Displays approved reviews on product pages and across your site, in a grid, list or carousel.

Review Highlights

Shows standout review phrases by the buy button, plus star badges and banners on site and social.

Shoppable Galleries

Turns shopper photos and videos into galleries that link straight to the product to buy.

Custom Styling

Matches your store with custom fonts and card styles, and goes live through your theme with no code.

Review Insights

See what customers love, and what needs fixing

Review insights

Sentiment Analytics

Scores sentiment and tracks rating trends over time, overall and for every product you sell.

Review Themes

Groups reviews into recurring themes, surfacing the praise and friction behind each product.

Top Products

Ranks best-performing products by rating, review volume and the revenue their reviews influence.

Suggested Actions

Recommends what to fix or promote next, based on recurring themes across all your reviews.

Continuous Improvement

Every review shows Ellis AI what shoppers value, so future post-purchase decisions improve.

Keep exploring

Built to work together with Product Reviews

Order Tracking, Returns and Exchanges and Warranty Management each shape what shoppers say, from delivery to after-sales care.

Explore order tracking

Order Tracking

Confirms each delivery and keeps shoppers updated, so review requests land at the right time.

Explore Order Tracking
Explore returns and exchanges

Returns and Exchanges

Handles returns and exchanges for products that miss the mark, before they become poor reviews.

Explore Returns and Exchanges
Explore warranty management

Warranty Management

Resolves product issues after delivery with repairs or replacements, keeping customers loyal.

Explore Warranty Management
Integrations

Works with Shopify and the platforms you already use

Product Reviews connects to Shopify, BigCommerce, Magento and WooCommerce, and works with Klaviyo, Gorgias, Attentive and dotdigital.

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USPS
UPS
FedEx
Canada Post
Purolator
Australia Post
DHL
Magento
BigCommerce
Shopify
WooCommerce
HubSpot
Salesforce
Freshsales
Linnworks
ShippingEasy
ShipStation
Shippo
Zoho Desk
Gorgias
Zendesk
HappyFox
Freshdesk
Klaviyo
Attentive
Mailchimp
Intercom
Omnisend

24×7 support

Round-the-clock support and a dedicated account manager who knows your setup inside out.

Custom integrations

Need a connection we don’t have yet? We build custom integrations for you, at no cost.

Data security

GDPR-compliant data handling and SSL encryption keep shopper and review data protected.

Agent governance

You set the policies, limits and approvals. Ellis AI acts within them and flags the rest.

FAQs

Frequently Asked Questions

Product Reviews collects, manages and displays product and company reviews on Shopify and other ecommerce stores. It’s powered by Ellis AI, LateShipment.com’s post-purchase intelligence, which times each request to the actual delivery, holds back when an order is late, lost or damaged, and matches the form to the product bought. Every review comes from a verified order, and sentiment insights show what customers praise and where they report friction.
Product Reviews is agentic because each request is decided in context, instead of every customer getting the same email a few days after ordering. It checks whether the order was actually delivered, waits the delay you set for that product, holds back when delivery went wrong and picks the form that fits. Every review then feeds ratings and sentiment back to Ellis AI, so decisions across the journey improve.
Product Reviews sends each request once the order is delivered, plus the delay you set for that product tag, such as seven days after delivery for a watch. Late orders get a later request, lost or damaged orders never receive one, products delivered together share one request and split shipments wait for the relevant items. Each request carries the right form for every product, so shoppers answer questions that fit what they bought.
Product Reviews works with Shopify, BigCommerce, Magento and WooCommerce, and connects to Klaviyo, Gorgias, Attentive and dotdigital. On Shopify it installs straight from the App Store with no separate login. It uses the products, orders, customers and fulfillment data already in your store, so there’s nothing to upload, and review requests go out by email, SMS and other channels from one dashboard.
Product Reviews publishes reviews under the moderation rules you set. Verified reviews can be approved automatically, and lower-rated reviews are held for up to 14 days so your team can reach out, resolve the issue or reply before they publish. Every review still goes live, in line with fair-review rules. Fake or suspicious reviews are flagged before publishing, and replies are drafted in your brand tone for your team to post.
Closing reviews published

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