E-Commerce Review Analysis

Tesco Reviews Tracked and Analyzed Automatically.

See what customers love, hate, and want most
in minutes, not spreadsheets.

One dashboard for reviews, topics, trends, alerts, exports, reporting, API and more. Export Tesco reviews to CSV, Excel or JSON with one click.

Try it free with one product

Example: https://tesco.com/groceries/en-GB/products/...

4.8/5on G2

Who Uses Tesco Review Data?

Teams across industries rely on Reviews.ai to turn Tesco customer feedback into actionable intelligence.

Product Development & R&D

Mine taste profiles, texture feedback, and quality signals. Identify reformulation opportunities and regional flavor preferences.

Private Label Strategy

Benchmark store brands against national competitors. Find taste and quality gaps your private label can exploit.

Supply Chain Monitoring

Detect freshness complaints, packaging failures, and distribution problems. Protect brand perception at the shelf.

Assortment Planning

Let customer sentiment guide vendor selection and shelf allocation. Stock winners, delist underperformers.

+ Also used by Brand Managers, Marketing Teams, Customer Success, and Executive Leadership

How It Works

Tesco reviews automatically collected, structured, and ready for insights, reporting, and export.

1
Select Data Sources

Aggregate reviews from Tesco, Sainsbury's, Asda, and other UK grocery retailers.

Example Sources:

Tesco
Sainsbury's
Asda
Morrisons
Marks & Spencer
Trustpilot
Google
2
AI-Powered Ingestion

Our AI processes each review, extracting UK grocery-specific insights.

Language Detected: English
Text Cleaned & Normalized
Extract Meta Data
3
Analyze Sentiment & Emotion

Understand customer satisfaction with Clubcard rewards, online delivery, and product range.

Positive
0.0/5
Emotion:Satisfied
4
Identify Themes & Topics

Categorize reviews into themes like Clubcard value, delivery service, and product freshness.

Top Themes:

Clubcard Value378 mentions
Delivery Service298 mentions
Product Freshness234 mentions
5
Chat with Your Data

Ask about Tesco customer feedback on products and delivery experience.

AI Chat Interface

What are customers saying about our Clubcard Prices?

AI Assistant

6
Configure Smart Alerts

Get notified about freshness complaints, delivery issues, or service concerns.

Example Alerts:

Freshness Complaint
Delivery Issue
Service Concern
Stock Issue
7
Track Trends

Monitor UK grocery trends and customer satisfaction over time.

Clubcard Mentions
+20%
Online Delivery Praise
+15%
Delivery Complaints
-8%
8
Visualize, Export & Report

Generate UK grocery dashboards and customer sentiment reports.

Tesco Sentiment Over Time

AI Topic Classification

Topics We Track in Tesco Reviews

Our AI automatically categorizes every review into industry-specific topics, giving you granular insight into what customers care about most.

Taste & Flavor

Flavor profile, seasoning, and taste quality feedback

Freshness

Product freshness, expiration concerns, and quality on arrival

Packaging Quality

Seal integrity, resealability, and damage in transit

Value for Money

Price perception, quantity, and bulk value

Ingredient Quality

Natural ingredients, sourcing, and nutritional content

Dietary Compliance

Organic, gluten-free, vegan, and allergen accuracy

Availability

Stock issues, regional availability, and delivery reliability

Comparison to Brand

Private label vs national brand quality comparisons

+ Custom topic classification tailored to your specific product categories and brand needs

Platform Preview

Powerful Dashboard for E-Commerce Reviews

Everything you need to monitor, analyze, and act on customer feedback across all your products

Word Cloud & Keyword Analysis

Word Cloud & Keyword Analysis

Visualize grocery review keywords like 'fresh', 'taste', 'value' with sentiment breakdown and NPS scores

Plus Many More Tesco Features

Our platform includes additional powerful tools to help you succeed on Tesco

Export Tesco Reviews
CSV, Excel, JSON, API
Content Monitoring
Competitor Analysis
Listing Optimization
Product Insights
Review Monitoring
Multi-Marketplace Tracking
API Integration
Theme Classification
Reviews

What Our Users Say

See what our customers have to say about us.

G2

4.8 / 5 rating based on user reviews

"Many companies say they 'put the customer at the heart of their business.' But until you can find a way to listen to all that feedback and turn it into better products, you'll never succeed. Reviews.ai helps us listen to far more of our customers than we were before."

Andy
Andy
Senior Manager Social Media, Hoover.com
5.0

"Since 2014 I have managed product reviews for 5+ brands across a dozen+ online marketplaces. Since becoming a Reviews.ai customer in 2016, my team's efforts have been enhanced significantly. The pricing is reasonable for the immense value gained."

Matt
Matt
Reputation Manager
5.0

"When customers voluntarily go online to provide honest feedback on their experience of our products, there is very little reason not to listen to what they have to say. Reviews.ai is a great solution that allows us to tackle most of our retailers in one easy and convenient dashboard."

Kristin
Kristin
E-comm Category Analyst, AmericanTextile.com
5.0

Simple, Transparent Pricing

Pay only for the products you track. All features included.

1
First 25 Products
$250/month

Includes 25 parent product listings. Full access to all features. Across multiple retailers (Amazon, Walmart...).

Volume Discount
2
After 50 Products
$5/product/month

Scale your tracking with reduced pricing for every additional product.

Everything included:

Unlimited review sources
AI-powered sentiment analysis
Topic & theme extraction
Unlimited Users
Export to CSV, JSON, Excel
Scheduled reports
API access
Email alerts & notifications
Competitor tracking
Priority support

Personalized demo with a few products of your choice

Book a free consultation with a product expert

What to Expect

15-30 min call

Quick and focused

Your goals

We learn your objectives

Live demo & Q&A

See features in action

Free trial setup

3 products, no obligation

Team memberTeam memberTeam member
4.8/5on G2

No hidden fees. Cancel anytime. Volume discounts available for 500+ products.

Frequently Asked Questions

Everything you need to know about Reviews.ai.

Yes! You can export Tesco reviews in multiple formats including CSV, Excel, and JSON. Export options are available directly from your dashboard and can be scheduled for automatic delivery to your inbox or integrated systems via API.

Bulk export is available directly from your dashboard. Select a date range, filter by rating or sentiment, and download Tesco reviews in CSV, Excel or JSON. You can also set up scheduled exports delivered automatically to your email or via API.

Our AI classifies grocery reviews into topics like Taste & Flavor, Freshness, Packaging Quality, Value for Money, Ingredient Quality, Dietary Compliance (organic, gluten-free, etc.), and Availability issues.

Our grocery clients include CPG brand managers tracking taste and quality feedback, category managers monitoring private label vs national brand sentiment, and supply chain teams identifying freshness and availability complaints.

Our platform serves diverse teams across organizations: Brand Managers use it to monitor brand health and reputation; Product Developers leverage customer feedback to inform product improvements and new features; Marketing Teams analyze sentiment trends to optimize campaigns; Customer Success teams identify and resolve recurring issues; and Executive Leadership uses dashboards for strategic decision-making and competitive intelligence.

Yes! We have a dedicated data entry team that will locate and set up all your product links across supported platforms at no additional cost to you. Simply provide your product list and we'll handle the rest.

Reviews.ai aggregates reviews from 60+ sources including Amazon, Walmart, Target, Sephora, Ulta, Best Buy, Home Depot, Google, Yelp, App Store, Google Play, and many more e-commerce, local, and app platforms where your products or business may be reviewed.

Our advanced AI uses natural language processing to determine sentiment (positive, negative, neutral), emotional intensity, and specific emotions like frustration, excitement, or urgency from each review.

Absolutely. You can configure smart alerts for out-of-stock mentions, sudden rating drops, title changes, specific keyword tracking, and any custom triggers that matter to your brand.

Yes, we provide a comprehensive REST API that allows you to integrate review data and insights directly into your existing systems, dashboards, or business intelligence tools.

New reviews are checked and ingested daily. Our system monitors your configured data sources on a daily basis to ensure your dashboard stays current with fresh feedback.

Yes, Reviews.ai includes competitor analysis features. You can monitor competitor products, compare sentiment trends, and benchmark your performance against similar products in the market.

Yes, our AI automatically detects and processes reviews in 40+ languages, providing sentiment analysis and theme extraction regardless of the original language.

The chat feature allows you to ask natural language questions about your review data. Simply type questions like 'What are the top complaints about our foundation line?' and get instant AI-generated answers with supporting data.

You can create sentiment trend reports, theme analysis reports, product comparison reports, benchmarking and more. Reports can be scheduled for automatic delivery or generated on-demand.

Scrape Tesco Reviews with Reviews.ai

Looking to scrape Tesco reviews? Reviews.ai provides a powerful, compliant solution to extract, monitor, and analyze customer reviews from Tescoand 60+ other platforms. Instead of building and maintaining your own tesco review scraper, our platform handles the heavy lifting, delivering clean, structured review data directly to your dashboard or via API.

Whether you need to scrape Tesco product reviews for competitive analysis, track sentiment trends over time, or export reviews for reporting, Reviews.ai automates the entire process. Our AI-powered analysis extracts key themes, sentiment scores, and actionable insights from every review, no manual data cleaning required.

See Reviews.ai in action

Watch our short demo to see how you can analyze real Tesco customer reviews instantly.

Complete Coverage

Reviews from Anywhere - Complete Coverage

We collect and analyze review data from every major platform where your customers leave feedback - from e-commerce sites to app stores to local business listings

57+ platforms and counting. Don't see your platform? Contact us for custom integrations.